pocketsphinx-5prealpha/0000775000175000017500000000000012560377662012475 500000000000000pocketsphinx-5prealpha/install-sh0000755000175000017500000003325512505035455014415 00000000000000#!/bin/sh # install - install a program, script, or datafile scriptversion=2011-11-20.07; # UTC # This originates from X11R5 (mit/util/scripts/install.sh), which was # later released in X11R6 (xc/config/util/install.sh) with the # following copyright and license. # # Copyright (C) 1994 X Consortium # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to # deal in the Software without restriction, including without limitation the # rights to use, copy, modify, merge, publish, distribute, sublicense, and/or # sell copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # X CONSORTIUM BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN # AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNEC- # TION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # # Except as contained in this notice, the name of the X Consortium shall not # be used in advertising or otherwise to promote the sale, use or other deal- # ings in this Software without prior written authorization from the X Consor- # tium. # # # FSF changes to this file are in the public domain. # # Calling this script install-sh is preferred over install.sh, to prevent # 'make' implicit rules from creating a file called install from it # when there is no Makefile. # # This script is compatible with the BSD install script, but was written # from scratch. nl=' ' IFS=" "" $nl" # set DOITPROG to echo to test this script # Don't use :- since 4.3BSD and earlier shells don't like it. doit=${DOITPROG-} if test -z "$doit"; then doit_exec=exec else doit_exec=$doit fi # Put in absolute file names if you don't have them in your path; # or use environment vars. chgrpprog=${CHGRPPROG-chgrp} chmodprog=${CHMODPROG-chmod} chownprog=${CHOWNPROG-chown} cmpprog=${CMPPROG-cmp} cpprog=${CPPROG-cp} mkdirprog=${MKDIRPROG-mkdir} mvprog=${MVPROG-mv} rmprog=${RMPROG-rm} stripprog=${STRIPPROG-strip} posix_glob='?' initialize_posix_glob=' test "$posix_glob" != "?" || { if (set -f) 2>/dev/null; then posix_glob= else posix_glob=: fi } ' posix_mkdir= # Desired mode of installed file. mode=0755 chgrpcmd= chmodcmd=$chmodprog chowncmd= mvcmd=$mvprog rmcmd="$rmprog -f" stripcmd= src= dst= dir_arg= dst_arg= copy_on_change=false no_target_directory= usage="\ Usage: $0 [OPTION]... [-T] SRCFILE DSTFILE or: $0 [OPTION]... SRCFILES... DIRECTORY or: $0 [OPTION]... -t DIRECTORY SRCFILES... or: $0 [OPTION]... -d DIRECTORIES... In the 1st form, copy SRCFILE to DSTFILE. In the 2nd and 3rd, copy all SRCFILES to DIRECTORY. In the 4th, create DIRECTORIES. Options: --help display this help and exit. --version display version info and exit. -c (ignored) -C install only if different (preserve the last data modification time) -d create directories instead of installing files. -g GROUP $chgrpprog installed files to GROUP. -m MODE $chmodprog installed files to MODE. -o USER $chownprog installed files to USER. -s $stripprog installed files. -t DIRECTORY install into DIRECTORY. -T report an error if DSTFILE is a directory. Environment variables override the default commands: CHGRPPROG CHMODPROG CHOWNPROG CMPPROG CPPROG MKDIRPROG MVPROG RMPROG STRIPPROG " while test $# -ne 0; do case $1 in -c) ;; -C) copy_on_change=true;; -d) dir_arg=true;; -g) chgrpcmd="$chgrpprog $2" shift;; --help) echo "$usage"; exit $?;; -m) mode=$2 case $mode in *' '* | *' '* | *' '* | *'*'* | *'?'* | *'['*) echo "$0: invalid mode: $mode" >&2 exit 1;; esac shift;; -o) chowncmd="$chownprog $2" shift;; -s) stripcmd=$stripprog;; -t) dst_arg=$2 # Protect names problematic for 'test' and other utilities. case $dst_arg in -* | [=\(\)!]) dst_arg=./$dst_arg;; esac shift;; -T) no_target_directory=true;; --version) echo "$0 $scriptversion"; exit $?;; --) shift break;; -*) echo "$0: invalid option: $1" >&2 exit 1;; *) break;; esac shift done if test $# -ne 0 && test -z "$dir_arg$dst_arg"; then # When -d is used, all remaining arguments are directories to create. # When -t is used, the destination is already specified. # Otherwise, the last argument is the destination. 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@abs_top_srcdir@ builddir=../"@top_builddir@" sourcedir=../"@top_srcdir@" tests=$sourcedir/test data=$sourcedir/test/data model=$sourcedir/model programs="$builddir/src/programs" # Automatically report failures on exit failures="" trap "report_failures" 0 run_program() { program="$1" shift $builddir/libtool --mode=execute "$programs/$program" $@ } debug_program() { program="$1" shift $builddir/libtool --mode=execute gdb --args "$programs/$program" $@ } memcheck_program() { program="$1" shift $builddir/libtool --mode=execute valgrind --leak-check=full "$programs/$program" $@ } pass() { title="$1" echo "$title PASSED" } fail() { title="$1" echo "$title FAILED" failures="$failures,$title" } compare_table() { title="$1" shift if perl "$tests/compare_table.pl" $@ | grep SUCCESS >/dev/null 2>&1; then pass "$title" else fail "$title" fi } report_failures() { if test x"$failures" = x; then echo "All sub-tests passed" exit 0 else echo "Sub-tests failed:$failures" | sed -e 's/,/ /g' exit 1 fi } 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(n800_440c0203) r. l. i. corporation a peoria illinois based insurance holding company will begin trading friday on the big board under the symbol r. l. i. (n800_440c0204) the company previously traded over the counter (n800_440c0205) two other issues began trading recently on the big board (n800_440c0206) the agency isn't likely to take any action until the union's rank and file votes on the contract in two to three weeks (n800_440c0207) pocketsphinx-5prealpha/test/data/wsj/443c0201.mfc0000664000175000017500000022016412504317077016554 00000000000000HAX _6ðO0/A俵n'1>_T4%?o%?i>"hAM2-& =?ڿtr-@?)V4?@'>Zh dASw8>t?N>>K >yA\&htÿ+ [ *b> u[x<8(OoY>+=bAM @!Eq yF~>(]?ZA/gL>B?3Rz6>??>*>lA;x3]1/ۿ ws>S8A0ˊt r]u>>V==̿<>ݿ6sV?ٳAO~,sZ+?i$? &?Qy{A9LɾUsɓ!ְ>[?6q. |A2?B翢$ݪns)nnQ=M?CrA>s1U9>??'Rh٪P01A0m:XYsH(ȾٙI?9lfVBFm?A*ۄ>='gۿe|rAa;? =(o>,=k?>+#Ay"Ѝ_ͷXkhD? l|h=? ?wA;rvિU_l-jyj?>Z;wVkZ /A4n~Ծ+ѽsn-:Jvؽ=??A/I;@YٿhG>^?eUA>4澺/>BA%$JZۿe9n -Y>?-*=@l=fxA'$п^DĿ 8 ͏A͚Af Ó:׿GJ$v?CW91=%,%A!gb֭43IQ>v>U0MI}>7A#!\+B빿|T=S/?  >k'<2>A#c8ӉGaΨ?1xi"m?>Du?9??\/?sA H ±1dp=MYL!!"=^ȿ!y%D>vA$#Lj/iAiedtj\ ǾAߞ>A"tݔ2OۿT͗`ƿYh=> 亾mw>ţ#A:`=OF4E?f>Ķwb[fA͑ ĉle͵ G?C>~. 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(n800_440c0203 -33870) r. l. i. corporation a jury illinois based insurance holding company will begin trading friday on the big board under the symbol r. l. i. 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T Ou=_c8u*6n ( =zov  @&Gk6I1J%k%;ew=69" " vI0!62C&  $-NSF/n/mBv18  6 X (U)n'!% xxp$@a"("$-? 89$ ,g8&?c.4@da gr auS"#S-nRC=Q4D6KF@,<4SUw?+yu,gN?6+* %!| EiC66SD"~H!L^giUBggnMq<Ad)s! 6x\]sdb9*EYKA8uD /i y O$ 36J*h&kr &EXy(4=X*J"[;?+A4 f d\0! jE V6y ?='}."dk9 *(9W;!E-hJS@su,,k( B;<& /6XJn89}.dpocketsphinx-5prealpha/test/data/wsj/test5k.s1.ctl0000664000175000017500000000007712504317077017351 00000000000000443c0201 444c0201 446c0201 447c0201 440c0201 441c0201 442c0201 pocketsphinx-5prealpha/test/data/wsj/test-hub4-simple.match0000664000175000017500000000165412504317077021232 00000000000000the labor department said non farm payroll employment increased our robust three hundred thirty seven thousand last month after a revised three hundred nineteen thousand gain the month before (443c0201 -141053) in the nineteen eighty five quarter the owner and operator of health maintenance organizations earned six .point nine million dollars or twenty four cents a share (444c0201 -109296) here are price trends on the world's major stock markets as calculated by morgan stanley capital international perspective geneva (446c0201 -74208) i don't mean there can be some improvements in the revenue act of nineteen eighty six which took effect this small (447c0201 -78707) at any see the need for international managers will keep rising (440c0201 -60386) first commodity appeal the explosion and fined to the c. f. t. c. (441c0201 -68809) bids totaling five hundred twenty five .point five million dollars were submitted (442c0201 -52826) pocketsphinx-5prealpha/test/data/wsj/test5k.s1.lsn0000664000175000017500000000157412504317077017366 00000000000000the labor department said non farm payroll employment increased a robust three hundred thirty seven thousand last month after a revised three hundred nineteen thousand gain the month before (443c0201) in the nineteen eighty five quarter the owner and operator of health maintenance organizations earned six point nine million dollars or twenty four cents a share (444c0201) here are price trends on the world's major stock markets as calculated by morgan stanley capital international perspective geneva (446c0201) i don't mean there couldn't be some improvements in the revenue act of nineteen eighty six which took effect this month (447c0201) at n. e. c. the need for international managers will keep rising (440c0201) first commodity appealed the expulsion and fine to the c. f. t. c. 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sebastian S AH B AE S CH AH N seven S EH V AH N seventeen S EH V AH N T IY N seventy S EH V AH N IY seventy(2) S EH V AH N T IY six S IH K S sixteen S IH K S T IY N sixteen(2) S IH K S T IY N sixty S IH K S T IY stop S T AA T ten T EH N the DH AH the(2) DH AH the(3) DH IY then DH EH N thirteen TH ER T IY N thirty TH ER T IY three TH R IY to T AH to(2) T IH to(3) T UW tom T AA M turn T ER N twelve T W EH L V twenty T W EH N IY twenty(2) T W EH N T IY two T UW understand AH N D ER S T AE N T wander W AA N D ER what HH W AH T what(2) W AH T window W IH N D OW you Y UW pocketsphinx-5prealpha/test/data/turtle.lm.bin0000664000175000017500000300665112546074702016731 00000000000000Trie Language Model[.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N.N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All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # # This work was supported in part by funding from the Defense Advanced # Research Projects Agency and the National Science Foundation of the # United States of America, and the CMU Sphinx Speech Consortium. # # THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND # ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY # NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. use strict; die "$0 (tolerance)\n" unless (($#ARGV == 1) or ($#ARGV == 2)); my $fn1 = $ARGV[0]; my $fn2 = $ARGV[1]; my $tolerance = 0.002; $tolerance = $ARGV[2] if ($#ARGV == 2); my $comparison = 0; my $line1 = ""; my $line2 = ""; if ((open (FN1, "<$fn1")) and (open (FN2, "<$fn2"))) { $comparison = 1; while (($line1 = ) . ($line2 = )) { chomp($line1); chomp($line2); next if ($line1 eq $line2); my @field1 = split /[,\s]+/, $line1; my @field2 = split /[,\s]+/, $line2; # If the number of tokens in each line is different, the lines, # and therefore the files, don't match. if ($#field1 != $#field2) { $comparison = 0; last; } for (my $i = 0; $i <= $#field1; $i++) { if (($field1[$i] !~ m/^([+-]?)(?=\d|\.\d)\d*(\.\d*)?([Ee]([+-]?\d+))?\)?$/) or ($field2[$i] !~ m/^([+-]?)(?=\d|\.\d)\d*(\.\d*)?([Ee]([+-]?\d+))?\)?$/)) { # Check if any of the tokens in the line is a string rather # than a number, and compare the strings if ($field1[$i] ne $field2[$i]) { $comparison = 0; last; } } elsif (abs($field1[$i] - $field2[$i]) > $tolerance) { # If the tokens are both numbers, check if they match within # a tolerance $comparison = 0; last; } } # If there was a mismatch, we can skip to the end of the loop last if ($comparison == 0); } # If the files don't have the same number of lines, one of the # lines will be EOF, and the other won't. $comparison = 0 if ($line1 != $line2); } close(FN1); close(FN2); if ($comparison) { print "Comparison: SUCCESS\n"; } else { print "Comparison: FAIL\n"; } pocketsphinx-5prealpha/test/Makefile.am0000664000175000017500000000564512546074702015433 00000000000000SUBDIRS = unit regression EXTRA_DIST = \ compare_table.pl \ testfuncs_cygwin.sh \ word_align.pl \ data/an4_ci_cont/feat.params \ data/an4_ci_cont/mdef \ data/an4_ci_cont/means \ data/an4_ci_cont/mixture_weights \ data/an4_ci_cont/noisedict \ data/an4_ci_cont/transition_matrices \ data/an4_ci_cont/variances \ data/cards/001.wav \ data/cards/002.wav \ data/cards/003.wav \ data/cards/004.wav \ data/cards/005.wav \ data/cards/cards.fileids \ data/cards/cards.gram \ data/cards/cards.hyp \ data/cards/cards.transcription \ data/defective.gram \ data/defective.dic \ data/goforward.fsg \ data/goforward.gram \ data/goforward.raw \ data/goforward.mfc \ data/mllr_matrices \ data/numbers.raw \ data/something.raw \ data/test.lmctl \ data/tidigits/dhd.2934z.raw \ data/tidigits/man.ah.111a.mfc \ data/tidigits/man.ah.1b.mfc \ data/tidigits/man.ah.2934za.mfc \ data/tidigits/man.ah.35oa.mfc \ data/tidigits/man.ah.3oa.mfc \ data/tidigits/man.ah.4625a.mfc \ data/tidigits/man.ah.588zza.mfc \ data/tidigits/man.ah.63a.mfc \ data/tidigits/man.ah.6o838a.mfc \ data/tidigits/man.ah.75913a.mfc \ data/tidigits/man.ah.844o1a.mfc \ data/tidigits/man.ah.8b.mfc \ data/tidigits/man.ah.9b.mfc \ data/tidigits/man.ah.o789a.mfc \ data/tidigits/man.ah.z4548a.mfc \ data/tidigits/man.ah.zb.mfc \ data/tidigits/test-tidigits-fsg.match \ data/tidigits/test-tidigits-simple.match \ data/tidigits/tidigits.ctl \ data/tidigits/tidigits.lsn \ data/tidigits/woman.ak.1b.mfc \ data/tidigits/woman.ak.276317oa.mfc \ data/tidigits/woman.ak.334a.mfc \ data/tidigits/woman.ak.3z3z9a.mfc \ data/tidigits/woman.ak.48z66zza.mfc \ data/tidigits/woman.ak.532a.mfc \ data/tidigits/woman.ak.5z874a.mfc \ data/tidigits/woman.ak.6728za.mfc \ data/tidigits/woman.ak.75a.mfc \ data/tidigits/woman.ak.84983a.mfc \ data/tidigits/woman.ak.8a.mfc \ data/tidigits/woman.ak.99731a.mfc \ data/tidigits/woman.ak.o69a.mfc \ data/tidigits/woman.ak.ooa.mfc \ data/tidigits/woman.ak.za.mfc \ data/tidigits/hmm/feat.params \ data/tidigits/hmm/variances \ data/tidigits/hmm/transition_matrices \ data/tidigits/hmm/sendump \ data/tidigits/hmm/mdef \ data/tidigits/hmm/means \ data/tidigits/lm/tidigits.dic \ data/tidigits/lm/tidigits.lm.bin \ data/tidigits/lm/tidigits.fsg \ data/turtle.dic \ data/turtle.lm.bin \ data/unreachable.lat \ data/wsj/440c0201.mfc \ data/wsj/441c0201.mfc \ data/wsj/442c0201.mfc \ data/wsj/443c0201.mfc \ data/wsj/444c0201.mfc \ data/wsj/446c0201.mfc \ data/wsj/447c0201.mfc \ data/wsj/n800_440c0201.wav \ data/wsj/n800_440c0202.wav \ data/wsj/n800_440c0203.wav \ data/wsj/n800_440c0204.wav \ data/wsj/n800_440c0205.wav \ data/wsj/n800_440c0206.wav \ data/wsj/n800_440c0207.wav \ data/wsj/s1.mllr \ data/wsj/test-hub4-n800-fwdtree.match \ data/wsj/test-hub4-simple-pl.match \ data/wsj/test-hub4-simple.match \ data/wsj/test5k.n800.ctl \ data/wsj/test5k.n800.lsn \ data/wsj/test5k.s1.ctl \ data/wsj/test5k.s1.lsn pocketsphinx-5prealpha/test/regression/0000775000175000017500000000000012560377662015634 500000000000000pocketsphinx-5prealpha/test/regression/Makefile.am0000664000175000017500000000042012504317076017573 00000000000000TESTS = \ test-hub4-cards.sh \ test-tidigits-fsg.sh \ test-tidigits-simple.sh # Need 16khz data for tests # test-hub4-n800-fwdtree.sh # test-hub4-simple-pl.sh # test-hub4-simple.sh TESTDATA = EXTRA_DIST = $(TESTS) $(TESTDATA) CLEANFILES = *.match *.log pocketsphinx-5prealpha/test/regression/test-hub4-cards.sh0000775000175000017500000000123412504317076021013 00000000000000#!/bin/sh . ../testfuncs.sh bn=`basename $0 .sh` echo "Test: $bn" run_program pocketsphinx_batch \ -hmm $model/en-us/en-us \ -jsgf $data/cards/cards.gram \ -dict $model/en-us/cmudict-en-us.dict\ -ctl $data/cards/cards.fileids \ -adcin yes \ -cepdir $data/cards \ -cepext .wav \ -hyp $bn.match \ -backtrace yes \ > $bn.log 2>&1 # Test whether it actually completed if [ $? = 0 ]; then pass "run" else fail "run" fi # Check the decoding results grep AVERAGE $bn.log $tests/word_align.pl -i $data/cards/cards.transcription $bn.match | grep 'TOTAL Percent' compare_table "match" $data/cards/cards.hyp $bn.match 1000000 pocketsphinx-5prealpha/test/regression/test-tidigits-simple.sh0000775000175000017500000000115712546074702022174 00000000000000#!/bin/sh . ../testfuncs.sh bn=`basename $0 .sh` echo "Test: $bn" run_program pocketsphinx_batch \ -hmm $data/tidigits/hmm \ -lm $data/tidigits/lm/tidigits.lm.bin \ -dict $data/tidigits/lm/tidigits.dic \ -ctl $data/tidigits/tidigits.ctl \ -cepdir $data/tidigits \ -hyp $bn.match \ > $bn.log 2>&1 # Test whether it actually completed if [ $? = 0 ]; then pass "run" else fail "run" fi # Check the decoding results grep AVERAGE $bn.log $tests/word_align.pl -i $data/tidigits/tidigits.lsn $bn.match | grep 'TOTAL Percent' compare_table "match" $data/tidigits/$bn.match $bn.match 100000 pocketsphinx-5prealpha/test/regression/test-tidigits-fsg.sh0000775000175000017500000000120012504317076021445 00000000000000#!/bin/sh . ../testfuncs.sh bn=`basename $0 .sh` echo "Test: $bn" run_program pocketsphinx_batch \ -hmm $data/tidigits/hmm \ -fsg $data/tidigits/lm/tidigits.fsg \ -dict $data/tidigits/lm/tidigits.dic \ -ctl $data/tidigits/tidigits.ctl \ -cepdir $data/tidigits \ -hyp $bn.match \ -wbeam 1e-48 \ > $bn.log 2>&1 # Test whether it actually completed if [ $? = 0 ]; 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use Getopt::Long; use Pod::Usage; use vars qw($Verbose $CER $IgnoreUttID); use encoding 'utf8'; my ($help,%hyphash); GetOptions( 'help|?' => \$help, 'verbose|v' => \$Verbose, 'cer|c' => \$CER, 'ignore-uttid|i' => \$IgnoreUttID, ) or pod2usage(1); pod2usage(1) if $help; pod2usage(2) unless @ARGV == 2; my ($ref, $hyp) = @ARGV; open HYP, "<$hyp" or die "Failed to open $hyp: $!"; while (defined(my $hyp_utt=)){ my $hyp_uttid; ($hyp_utt, $hyp_uttid) = s3_magic_norm($hyp_utt); $hyphash{$hyp_uttid} = "$hyp_utt ($hyp_uttid)"; } close HYP; open REF, "<$ref" or die "Failed to open $ref: $!"; open HYP, "<$hyp" or die "Failed to open $hyp: $!"; use constant INS => 1; use constant DEL => 2; use constant MATCH => 3; use constant SUBST => 4; use constant BIG_NUMBER => 1e50; my ($total_words, $total_match, $total_cost, $total_hyp); my ($total_ins, $total_del, $total_subst); while (defined(my $ref_utt = )) { my $hyp_utt; my $ref_uttid; my $hyp_uttid; last unless defined $ref_utt; ($ref_utt,$ref_uttid)=s3_magic_norm($ref_utt); if(defined $IgnoreUttID){ $hyp_utt = ; die "UttID is ignored but file size mismatch between $ref and $hyp" unless defined($hyp_utt); }else{ $hyp_utt=$hyphash{$ref_uttid}; die "UttID is not ignored but it could not found in any entries of the hypothesis file on line3 $. UTTID: $ref_uttid\n" unless defined($hyp_utt); } ($hyp_utt,$hyp_uttid)=s3_magic_norm($hyp_utt); if(! defined $IgnoreUttID){ die "Utterance ID mismatch on line $.: $ref_uttid != $hyp_uttid" unless $ref_uttid eq $hyp_uttid; } # Split the text into an array of words my @ref_words = split ' ', $ref_utt; my @hyp_words = split ' ', $hyp_utt; if ($CER) { # Split the text into an array of characters @ref_words = map { split "" } @ref_words; @hyp_words = map { split "" } @hyp_words; } my (@align_matrix, @backtrace_matrix); # Initialize the alignment and backtrace matrices initialize(\@ref_words, \@hyp_words, \@align_matrix, \@backtrace_matrix); # Do DP alignment maintaining backtrace pointers my $cost = align(\@ref_words, \@hyp_words, \@align_matrix, \@backtrace_matrix); # Find the backtrace my ($alignment, $ins, $del, $subst, $match) = backtrace(\@ref_words, \@hyp_words, \@align_matrix, \@backtrace_matrix); # Format the alignment nicely my ($ref_align, $hyp_align) = ("", ""); foreach (@$alignment) { my ($ref, $hyp) = @$_; my $width = 0; if (defined($ref) and defined($hyp)) { if ($CER or ($ref =~ /\p{InCJKUnifiedIdeographs}/ or $ref =~ /\p{Han}/ or $hyp =~ /\p{Han}/)) { # Assume this is Chinese, no capitalization so put ** around errors if ($ref ne $hyp) { $ref = "*$ref*"; $hyp = "*$hyp*"; } } elsif ($ref eq $hyp) { # Capitalize errors (they already are...), lowercase matches $ref = lc $ref; $hyp = lc $hyp; } } # Replace deletions with *** foreach ($ref, $hyp) { $_ = "***" unless defined $_ }; # Find the width of this column foreach ($ref, $hyp) { $width = length if length > $width }; $width = 3 if $width < 3; # Make it long enough for *** # Space out the words and concatenate them to the output $ref_align .= sprintf("%-*s ", $width, $ref); $hyp_align .= sprintf("%-*s ", $width, $hyp); } $ref_uttid = "" unless defined $ref_uttid; # avoid warnings print "$ref_align ($ref_uttid)\n$hyp_align ($hyp_uttid)\n"; # Print out the word error and accuracy rates my $error = @ref_words == 0 ? 1 : $cost/@ref_words; my $acc = @ref_words == 0 ? 0 : $match/@ref_words; printf("Words: %d Correct: %d Errors: %d Percent correct = %.2f%% Error = %.2f%% Accuracy = %.2f%%\n", scalar(@ref_words), $match, $cost, $acc*100, $error*100, 100-$error*100); print "Insertions: $ins Deletions: $del Substitutions: $subst\n"; $total_cost += $cost; $total_match += $match; $total_words += @ref_words; $total_hyp += @hyp_words; $total_ins += $ins; $total_del += $del; $total_subst += $subst; } # Print out the total word error and accuracy rates my ($error, $acc); if ($total_words == 0) { $error = $total_cost/$total_hyp; $acc = $total_match/$total_hyp; } else { $error = $total_cost/$total_words; $acc = $total_match/$total_words; } printf("TOTAL Words: %d Correct: %d Errors: %d\nTOTAL Percent correct = %.2f%% Error = %.2f%% Accuracy = %.2f%%\n", $total_words, $total_match, $total_cost, $acc*100, $error*100, 100-$error*100); print "TOTAL Insertions: $total_ins Deletions: $total_del Substitutions: $total_subst\n"; # This function normalizes a line of a match file. sub s3_magic_norm{ my ($word)=@_; my $uttid; # Remove line endings $word =~ s/[\n\r]+$//; # the agnostic way... # This computes the uttid and remove it from a line. $word =~ s/\(([^) ]+)[^)]*\)$// ; $uttid = $1; # Normalize case $word = uc $word; # Remove filler words and context cues $word =~ s/<[^>]+>//g; $word =~ s/\+\+[^+]+\+\+//g; $word =~ s/\+[^+]+\+//g; # Remove alternative pronunciations $word =~ s/\([1-9]\)//g; # Remove class tags $word =~ s/:\S+//g; # Split apart compound words and acronyms $word =~ tr/-_./ /; return ($word,$uttid); } sub initialize { my ($ref_words, $hyp_words, $align_matrix, $backtrace_matrix) = @_; # All initial costs along the j axis are insertions for (my $j = 0; $j <= @$hyp_words; ++$j) { $$align_matrix[0][$j] = $j; } for (my $j = 0; $j <= @$hyp_words; ++$j) { $$backtrace_matrix[0][$j] = INS; } # All initial costs along the i axis are deletions for (my $i = 0; $i <= @$ref_words; ++$i) { $$align_matrix[$i][0] = $i; } for (my $i = 0; $i <= @$ref_words; ++$i) { $$backtrace_matrix[$i][0] = DEL; } } sub align { my ($ref_words, $hyp_words, $align_matrix, $backtrace_matrix) = @_; for (my $i = 1; $i <= @$ref_words; ++$i) { for (my $j = 1; $j <= @$hyp_words; ++$j) { # Find insertion, deletion, substitution scores my ($ins, $del, $subst); # Cost of a substitution (0 if they are equal) my $cost = $$ref_words[$i-1] ne $$hyp_words[$j-1]; # Find insertion, deletion, substitution costs $ins = $$align_matrix[$i][$j-1] + 1; $del = $$align_matrix[$i-1][$j] + 1; $subst = $$align_matrix[$i-1][$j-1] + $cost; print "Costs at $i $j: INS $ins DEL $del SUBST $subst\n" if $Verbose; # Get the minimum one my $min = BIG_NUMBER; foreach ($ins, $del, $subst) { if ($_ < $min) { $min = $_; } } $$align_matrix[$i][$j] = $min; # If the costs are equal, prefer match or substitution # (keep the path diagonal). if ($min == $subst) { print(($cost ? "SUBSTITUTION" : "MATCH"), "($$ref_words[$i-1] <=> $$hyp_words[$j-1])\n") if $Verbose; $$backtrace_matrix[$i][$j] = MATCH+$cost; } elsif ($min == $ins) { print "INSERTION (0 => $$hyp_words[$j-1])\n" if $Verbose; $$backtrace_matrix[$i][$j] = INS; } elsif ($min == $del) { print "DELETION ($$ref_words[$i-1] => 0)\n" if $Verbose; $$backtrace_matrix[$i][$j] = DEL; } } } return $$align_matrix[@$ref_words][@$hyp_words]; } sub backtrace { my ($ref_words, $hyp_words, $align_matrix, $backtrace_matrix) = @_; # Backtrace to find number of ins/del/subst my @alignment; my $i = @$ref_words; my $j = @$hyp_words; my ($inspen, $delpen, $substpen, $match) = (0,0,0,0); while (!($i == 0 and $j == 0)) { my $pointer = $$backtrace_matrix[$i][$j]; print "Cost at $i $j: $$align_matrix[$i][$j]\n" if $Verbose; if ($pointer == INS) { print "INSERTION (0 => $$hyp_words[$j-1])" if $Verbose; # Append the pair 0:hyp[j] to the front of the alignment unshift @alignment, [undef, $$hyp_words[$j-1]]; ++$inspen; --$j; print " - moving to $i $j\n" if $Verbose; } elsif ($pointer == DEL) { print "DELETION ($$ref_words[$i-1] => 0)" if $Verbose; # Append the pair ref[i]:0 to the front of the alignment unshift @alignment, [$$ref_words[$i-1], undef]; ++$delpen; --$i; print " - moving to $i $j\n" if $Verbose; } elsif ($pointer == MATCH) { print "MATCH ($$ref_words[$i-1] <=> $$hyp_words[$j-1])" if $Verbose; # Append the pair ref[i]:hyp[j] to the front of the alignment unshift @alignment, [$$ref_words[$i-1], $$hyp_words[$j-1]]; ++$match; --$j; --$i; print " - moving to $i $j\n" if $Verbose; } elsif ($pointer == SUBST) { print "SUBSTITUTION ($$ref_words[$i-1] <=> $$hyp_words[$j-1])" if $Verbose; # Append the pair ref[i]:hyp[j] to the front of the alignment unshift @alignment, [$$ref_words[$i-1], $$hyp_words[$j-1]]; ++$substpen; --$j; --$i; print " - moving to $i $j\n" if $Verbose; } else { last; } } return (\@alignment, $inspen, $delpen, $substpen, $match); } __END__ =head1 NAME calculate_wer - Calculate Word Error Rate from a reference and hypothesis file =head1 SYNOPSIS calculate_wer [options] reference_file hypothesis_file =head1 OPTIONS =over 8 =item B<--help>, B<-?> Print a brief help message and exit. =item B<--verbose>, B<-v> Print out messages tracing the alignment algorithm. =cut pocketsphinx-5prealpha/test/Makefile.in0000664000175000017500000005321712546075642015446 00000000000000# Makefile.in generated by automake 1.13.4 from Makefile.am. # @configure_input@ # Copyright (C) 1994-2013 Free Software Foundation, Inc. # This Makefile.in is free software; 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failures="" trap "report_failures" 0 run_program() { program=`basename $1` shift "$builddir/$program" $@ } debug_program() { program=`basename $1` shift gdb --args "$builddir/$program" $@ } memcheck_program() { program=`basename $1` shift valgrind --leak-check=full "$builddir/$program" $@ } pass() { title="$1" echo "$title PASSED" } fail() { title="$1" echo "$title FAILED" failures="$failures,$title" } compare_table() { title="$1" shift if perl "$tests/compare_table.pl" $@ | grep SUCCESS >/dev/null 2>&1; then pass "$title" else fail "$title" fi } report_failures() { if test x"$failures" = x; then echo "All sub-tests passed" exit 0 else echo "Sub-tests failed:$failures" | sed -e 's/,/ /g' exit 1 fi } pocketsphinx-5prealpha/test/unit/0000775000175000017500000000000012560377662014433 500000000000000pocketsphinx-5prealpha/test/unit/test_ps_fwdflat_bestpath.c0000664000175000017500000000131212546074702021567 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "no", "-fwdflat", "yes", "-bestpath", "yes", "-input_endian", "little", "-samprate", "16000", NULL)); return ps_decoder_test(config, "BESTPATH", "go forward ten meters"); } pocketsphinx-5prealpha/test/unit/test_ps_fwdtree.c0000664000175000017500000000131012546074702017704 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); return ps_decoder_test(config, "FWDTREE", "go forward ten meters"); } pocketsphinx-5prealpha/test/unit/test_jsgf.c0000664000175000017500000001172612520771215016502 00000000000000#include #include #include #include #include #include #include "pocketsphinx_internal.h" #include "fsg_search_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; fsg_search_t *fsgs; jsgf_t *jsgf; jsgf_rule_t *rule; fsg_model_t *fsg; ps_seg_t *seg; ps_lattice_t *dag; FILE *rawfh; char const *hyp; int32 score, prob; clock_t c; int i; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-dict", DATADIR "/turtle.dic", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); jsgf = jsgf_parse_file(DATADIR "/goforward.gram", NULL); TEST_ASSERT(jsgf); rule = jsgf_get_rule(jsgf, "goforward.move2"); TEST_ASSERT(rule); fsg = jsgf_build_fsg(jsgf, rule, ps->lmath, 7.5); TEST_ASSERT(fsg); fsg_model_write(fsg, stdout); ps_set_fsg(ps, "goforward.move2", fsg); ps_set_search(ps, "goforward.move2"); acmod = ps->acmod; fsgs = (fsg_search_t *) fsg_search_init("fsg", fsg, config, acmod, ps->dict, ps->d2p); setbuf(stdout, NULL); c = clock(); for (i = 0; i < 5; ++i) { int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; int is_final; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); acmod_start_stream(acmod); TEST_EQUAL(0, acmod_start_utt(acmod)); fsg_search_start(ps_search_base(fsgs)); is_final = FALSE; while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { fsg_search_step(ps_search_base(fsgs), acmod->output_frame); acmod_advance(acmod); } } hyp = fsg_search_hyp(ps_search_base(fsgs), &score, &is_final); printf("FSG: %s (%d) frame %d %s\n", hyp, score, acmod->output_frame, is_final ? "FINAL" : ""); TEST_EQUAL (is_final, (acmod->output_frame > 135)); } fsg_search_finish(ps_search_base(fsgs)); hyp = fsg_search_hyp(ps_search_base(fsgs), &score, NULL); printf("FSG: %s (%d)\n", hyp, score); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } TEST_EQUAL(0, strcmp("go forward ten meters", fsg_search_hyp(ps_search_base(fsgs), &score, NULL))); ps->search = (ps_search_t *)fsgs; for (seg = ps_seg_iter(ps, &score); seg; seg = ps_seg_next(seg)) { char const *word; int sf, ef; word = ps_seg_word(seg); ps_seg_frames(seg, &sf, &ef); printf("%s %d %d\n", word, sf, ef); } c = clock() - c; printf("5 * fsg search in %.2f sec\n", (double)c / CLOCKS_PER_SEC); dag = ps_get_lattice(ps); ps_lattice_write(dag, "test_jsgf.lat"); jsgf_grammar_free(jsgf); fsg_search_free(ps_search_base(fsgs)); ps_free(ps); cmd_ln_free_r(config); TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-dict", DATADIR "/turtle.dic", "-jsgf", DATADIR "/goforward.gram", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); ps_decode_raw(ps, rawfh, -1); hyp = ps_get_hyp(ps, &score); prob = ps_get_prob(ps); printf("%s (%d, %d)\n", hyp, score, prob); TEST_EQUAL(0, strcmp("go forward ten meters", hyp)); ps_free(ps); fclose(rawfh); cmd_ln_free_r(config); TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-dict", DATADIR "/turtle.dic", "-jsgf", DATADIR "/goforward.gram", "-toprule", "goforward.move2", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); ps_decode_raw(ps, rawfh, -1); hyp = ps_get_hyp(ps, &score); prob = ps_get_prob(ps); printf("%s (%d, %d)\n", hyp, score, prob); TEST_EQUAL(0, strcmp("go forward ten meters", hyp)); ps_free(ps); cmd_ln_free_r(config); fclose(rawfh); TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-dict", DATADIR "/turtle.dic", "-jsgf", DATADIR "/defective.gram", NULL)); TEST_ASSERT(NULL == ps_init(config)); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_ps_fwdtree_bestpath.c0000664000175000017500000000131212546074702021600 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "yes", "-input_endian", "little", "-samprate", "16000", NULL)); return ps_decoder_test(config, "BESTPATH", "go forward ten meters"); } pocketsphinx-5prealpha/test/unit/test_acmod_grow.c0000664000175000017500000001042112546074702017666 00000000000000#include #include #include #include #include "acmod.h" #include "test_macros.h" static const mfcc_t prior[13] = { FLOAT2MFCC(37.03), FLOAT2MFCC(-1.01), FLOAT2MFCC(0.53), FLOAT2MFCC(0.49), FLOAT2MFCC(-0.60), FLOAT2MFCC(0.14), FLOAT2MFCC(-0.05), FLOAT2MFCC(0.25), FLOAT2MFCC(0.37), FLOAT2MFCC(0.58), FLOAT2MFCC(0.13), FLOAT2MFCC(-0.16), FLOAT2MFCC(0.17) }; int main(int argc, char *argv[]) { acmod_t *acmod; logmath_t *lmath; cmd_ln_t *config; FILE *rawfh; int16 *buf; int16 const *bptr; size_t nread, nsamps; int nfr; int frame_counter; int bestsen1[270]; lmath = logmath_init(1.0001, 0, 0); config = cmd_ln_init(NULL, ps_args(), TRUE, "-mdef", MODELDIR "/en-us/en-us/mdef", "-mean", MODELDIR "/en-us/en-us/means", "-var", MODELDIR "/en-us/en-us/variances", "-tmat", MODELDIR "/en-us/en-us/transition_matrices", "-sendump", MODELDIR "/en-us/en-us/sendump", "-compallsen", "true", "-cmn", "prior", "-tmatfloor", "0.0001", "-mixwfloor", "0.001", "-varfloor", "0.0001", "-mmap", "no", "-topn", "4", "-ds", "1", "-input_endian", "little", "-samprate", "16000", NULL); TEST_ASSERT(config); cmd_ln_parse_file_r(config, ps_args(), MODELDIR "/en-us/en-us/feat.params", FALSE); TEST_ASSERT(acmod = acmod_init(config, lmath, NULL, NULL)); cmn_prior_set(acmod->fcb->cmn_struct, prior); nsamps = 2048; frame_counter = 0; buf = ckd_calloc(nsamps, sizeof(*buf)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(FALSE, acmod_set_grow(acmod, TRUE)); TEST_EQUAL(0, acmod_start_utt(acmod)); printf("Incremental(2048):\n"); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), nsamps, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0 || nread > 0) { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); printf("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); TEST_EQUAL(frame_counter, frame_idx); if (frame_counter < 190) bestsen1[frame_counter] = best_senid; ++frame_counter; frame_idx = -1; } } } TEST_EQUAL(0, acmod_end_utt(acmod)); nread = 0; acmod_process_raw(acmod, NULL, &nread, FALSE); { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); printf("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); if (frame_counter < 190) bestsen1[frame_counter] = best_senid; TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } printf("Rewound (MFCC):\n"); TEST_EQUAL(0, acmod_rewind(acmod)); { int16 best_score; int frame_idx = -1, best_senid; frame_counter = 0; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); printf("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); if (frame_counter < 190) TEST_EQUAL(best_senid, bestsen1[frame_counter]); TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } /* Clean up, go home. */ fclose(rawfh); ckd_free(buf); acmod_free(acmod); logmath_free(lmath); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_ps_simple.c0000664000175000017500000000142112546074702017540 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "yes", "-bestpath", "yes", "-mfclogdir", ".", "-rawlogdir", ".", "-input_endian", "little", "-samprate", "16000", NULL)); return ps_decoder_test(config, "BESTPATH", "go forward ten meters"); } pocketsphinx-5prealpha/test/unit/test_ps_set_search.c0000664000175000017500000000762412546074702020402 00000000000000#include #include #include #include "test_macros.h" static cmd_ln_t * default_config() { return cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", NULL); } static void test_no_search() { cmd_ln_t *config = default_config(); ps_decoder_t *ps = ps_init(config); TEST_ASSERT(ps_start_utt(ps) < 0); ps_free(ps); cmd_ln_free_r(config); } static void test_default_fsg() { cmd_ln_t *config = default_config(); cmd_ln_set_str_r(config, "-hmm", DATADIR "/tidigits/hmm"); cmd_ln_set_str_r(config, "-dict", DATADIR "/tidigits/lm/tidigits.dic"); cmd_ln_set_str_r(config, "-fsg", DATADIR "/tidigits/lm/tidigits.fsg"); ps_decoder_t *ps = ps_init(config); TEST_ASSERT(!ps_get_lm(ps, PS_DEFAULT_SEARCH)); TEST_ASSERT(ps_get_fsg(ps, PS_DEFAULT_SEARCH)); ps_free(ps); cmd_ln_free_r(config); } static void test_default_jsgf() { cmd_ln_t *config = default_config(); cmd_ln_set_str_r(config, "-jsgf", DATADIR "/goforward.gram"); ps_decoder_t *ps = ps_init(config); TEST_ASSERT(!ps_get_lm(ps, PS_DEFAULT_SEARCH)); TEST_ASSERT(ps_get_fsg(ps, PS_DEFAULT_SEARCH)); ps_free(ps); cmd_ln_free_r(config); } static void test_default_lm() { cmd_ln_t *config = default_config(); cmd_ln_set_str_r(config, "-lm", MODELDIR "/en-us/en-us.lm.bin"); ps_decoder_t *ps = ps_init(config); TEST_ASSERT(!ps_get_fsg(ps, PS_DEFAULT_SEARCH)); TEST_ASSERT(ps_get_lm(ps, PS_DEFAULT_SEARCH)); ps_free(ps); cmd_ln_free_r(config); } static void test_default_lmctl() { cmd_ln_t *config = default_config(); cmd_ln_set_str_r(config, "-lmctl", DATADIR "/test.lmctl"); cmd_ln_set_str_r(config, "-lmname", "tidigits"); ps_decoder_t *ps = ps_init(config); TEST_ASSERT(ps_get_lm(ps, "tidigits")); TEST_ASSERT(ps_get_lm(ps, "turtle")); TEST_ASSERT(!ps_set_search(ps, "turtle")); TEST_ASSERT(!ps_set_search(ps, "tidigits")); ps_free(ps); cmd_ln_free_r(config); } static void test_set_search() { cmd_ln_t *config = default_config(); ps_decoder_t *ps = ps_init(config); ps_search_iter_t *itor; jsgf_t *jsgf = jsgf_parse_file(DATADIR "/goforward.gram", NULL); fsg_model_t *fsg = jsgf_build_fsg(jsgf, jsgf_get_rule(jsgf, "goforward.move"), ps->lmath, cmd_ln_int32_r(config, "-lw")); TEST_ASSERT(!ps_set_fsg(ps, "goforward", fsg)); fsg_model_free(fsg); jsgf_grammar_free(jsgf); TEST_ASSERT(!ps_set_jsgf_file(ps, "goforward_other", DATADIR "/goforward.gram")); // Second time TEST_ASSERT(!ps_set_jsgf_file(ps, "goforward_other", DATADIR "/goforward.gram")); ngram_model_t *lm = ngram_model_read(config, DATADIR "/tidigits/lm/tidigits.lm.bin", NGRAM_AUTO, ps->lmath); TEST_ASSERT(!ps_set_lm(ps, "tidigits", lm)); ngram_model_free(lm); TEST_ASSERT(!ps_set_search(ps, "tidigits")); TEST_ASSERT(!ps_set_search(ps, "goforward")); itor = ps_search_iter(ps); TEST_EQUAL(0, strcmp("goforward_other", ps_search_iter_val(itor))); itor = ps_search_iter_next(itor); TEST_EQUAL(0, strcmp("tidigits", ps_search_iter_val(itor))); itor = ps_search_iter_next(itor); TEST_EQUAL(0, strcmp("goforward", ps_search_iter_val(itor))); itor = ps_search_iter_next(itor); TEST_EQUAL(0, strcmp("_default_pl", ps_search_iter_val(itor))); itor = ps_search_iter_next(itor); TEST_EQUAL(NULL, itor); TEST_ASSERT(!ps_start_utt(ps)); TEST_ASSERT(!ps_end_utt(ps)); ps_free(ps); cmd_ln_free_r(config); } int main(int argc, char* argv[]) { test_no_search(); test_default_fsg(); test_default_jsgf(); test_default_lm(); test_default_lmctl(); test_set_search(); return 0; } pocketsphinx-5prealpha/test/unit/test_mllr.c0000664000175000017500000000141712546074702016520 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { cmd_ln_t *config; ps_decoder_t *ps; FILE *rawfh; char const *hyp; int32 score; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", DATADIR "/an4_ci_cont", "-lm", DATADIR "/turtle.lm.bin", "-dict", DATADIR "/turtle.dic", "-mllr", DATADIR "/mllr_matrices", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); ps_decode_raw(ps, rawfh, -1); fclose(rawfh); hyp = ps_get_hyp(ps, &score); printf("FWDFLAT: %s (%d)\n", hyp, score); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_acmod.c0000664000175000017500000002077112546074702016641 00000000000000#include #include #include #include #include "acmod.h" #include "test_macros.h" static const mfcc_t prior[13] = { FLOAT2MFCC(37.03), FLOAT2MFCC(-1.01), FLOAT2MFCC(0.53), FLOAT2MFCC(0.49), FLOAT2MFCC(-0.60), FLOAT2MFCC(0.14), FLOAT2MFCC(-0.05), FLOAT2MFCC(0.25), FLOAT2MFCC(0.37), FLOAT2MFCC(0.58), FLOAT2MFCC(0.13), FLOAT2MFCC(-0.16), FLOAT2MFCC(0.17) }; int main(int argc, char *argv[]) { acmod_t *acmod; logmath_t *lmath; cmd_ln_t *config; FILE *rawfh; int16 *buf; int16 const *bptr; mfcc_t **cepbuf, **cptr; size_t nread, nsamps; int nfr; int frame_counter; int bestsen1[270]; lmath = logmath_init(1.0001, 0, 0); config = cmd_ln_init(NULL, ps_args(), TRUE, "-mdef", MODELDIR "/en-us/en-us/mdef", "-mean", MODELDIR "/en-us/en-us/means", "-var", MODELDIR "/en-us/en-us/variances", "-tmat", MODELDIR "/en-us/en-us/transition_matrices", "-sendump", MODELDIR "/en-us/en-us/sendump", "-compallsen", "true", "-cmn", "prior", "-tmatfloor", "0.0001", "-mixwfloor", "0.001", "-varfloor", "0.0001", "-mmap", "no", "-topn", "4", "-ds", "1", "-input_endian", "little", "-samprate", "16000", NULL); TEST_ASSERT(config); cmd_ln_parse_file_r(config, ps_args(), MODELDIR "/en-us/en-us/feat.params", FALSE); TEST_ASSERT(acmod = acmod_init(config, lmath, NULL, NULL)); cmn_prior_set(acmod->fcb->cmn_struct, prior); nsamps = 2048; frame_counter = 0; buf = ckd_calloc(nsamps, sizeof(*buf)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); E_INFO("Incremental(2048):\n"); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), nsamps, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0 || nread > 0) { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); E_INFO("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); TEST_EQUAL(frame_counter, frame_idx); if (frame_counter < 190) bestsen1[frame_counter] = best_score; ++frame_counter; frame_idx = -1; } } } TEST_EQUAL(0, acmod_end_utt(acmod)); nread = 0; { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); E_INFO("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); if (frame_counter < 190) bestsen1[frame_counter] = best_score; TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } /* Now try to process the whole thing at once. */ E_INFO("Whole utterance:\n"); cmn_prior_set(acmod->fcb->cmn_struct, prior); nsamps = ftell(rawfh) / sizeof(*buf); clearerr(rawfh); fseek(rawfh, 0, SEEK_SET); buf = ckd_realloc(buf, nsamps * sizeof(*buf)); TEST_EQUAL(nsamps, fread(buf, sizeof(*buf), nsamps, rawfh)); bptr = buf; TEST_EQUAL(0, acmod_start_utt(acmod)); acmod_process_raw(acmod, &bptr, &nsamps, TRUE); TEST_EQUAL(0, acmod_end_utt(acmod)); { int16 best_score; int frame_idx = -1, best_senid; frame_counter = 0; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); E_INFO("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); if (frame_counter < 190) TEST_EQUAL_LOG(best_score, bestsen1[frame_counter]); TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } /* Now process MFCCs and make sure we get the same results. */ cepbuf = ckd_calloc_2d(frame_counter, fe_get_output_size(acmod->fe), sizeof(**cepbuf)); fe_start_utt(acmod->fe); nsamps = ftell(rawfh) / sizeof(*buf); bptr = buf; nfr = frame_counter; fe_process_frames(acmod->fe, &bptr, &nsamps, cepbuf, &nfr, NULL); fe_end_utt(acmod->fe, cepbuf[frame_counter-1], &nfr); E_INFO("Incremental(MFCC):\n"); cmn_prior_set(acmod->fcb->cmn_struct, prior); TEST_EQUAL(0, acmod_start_utt(acmod)); cptr = cepbuf; nfr = frame_counter; frame_counter = 0; while ((acmod_process_cep(acmod, &cptr, &nfr, FALSE)) > 0) { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); E_INFO("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); TEST_EQUAL(frame_counter, frame_idx); if (frame_counter < 190) TEST_EQUAL_LOG(best_score, bestsen1[frame_counter]); ++frame_counter; frame_idx = -1; } } TEST_EQUAL(0, acmod_end_utt(acmod)); nfr = 0; acmod_process_cep(acmod, &cptr, &nfr, FALSE); { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); E_INFO("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); TEST_EQUAL(frame_counter, frame_idx); if (frame_counter < 190) TEST_EQUAL_LOG(best_score, bestsen1[frame_counter]); ++frame_counter; frame_idx = -1; } } /* Note that we have to process the whole thing again because * !#@$@ s2mfc2feat modifies its argument (not for long) */ fe_start_utt(acmod->fe); nsamps = ftell(rawfh) / sizeof(*buf); bptr = buf; nfr = frame_counter; fe_process_frames(acmod->fe, &bptr, &nsamps, cepbuf, &nfr, NULL); fe_end_utt(acmod->fe, cepbuf[frame_counter-1], &nfr); E_INFO("Whole utterance (MFCC):\n"); cmn_prior_set(acmod->fcb->cmn_struct, prior); TEST_EQUAL(0, acmod_start_utt(acmod)); cptr = cepbuf; nfr = frame_counter; acmod_process_cep(acmod, &cptr, &nfr, TRUE); TEST_EQUAL(0, acmod_end_utt(acmod)); { int16 best_score; int frame_idx = -1, best_senid; frame_counter = 0; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); E_INFO("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); if (frame_counter < 190) TEST_EQUAL_LOG(best_score, bestsen1[frame_counter]); TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } E_INFO("Rewound (MFCC):\n"); TEST_EQUAL(0, acmod_rewind(acmod)); { int16 best_score; int frame_idx = -1, best_senid; frame_counter = 0; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); E_INFO("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); if (frame_counter < 190) TEST_EQUAL_LOG(best_score, bestsen1[frame_counter]); TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } /* Clean up, go home. */ ckd_free_2d(cepbuf); fclose(rawfh); ckd_free(buf); acmod_free(acmod); logmath_free(lmath); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_senfh.c0000664000175000017500000000565012546074702016660 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ngram_search_fwdflat.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; ngram_search_t *ngs; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "no", "-fwdflat", "yes", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ngs = (ngram_search_t *)ps->search; acmod = ps->acmod; setbuf(stdout, NULL); { FILE *rawfh, *senfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); TEST_ASSERT(senfh = fopen("goforward.sen", "wb")); TEST_EQUAL(0, acmod_set_senfh(acmod, senfh)); ngram_fwdflat_start(ngs); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdflat_search(ngs, acmod->output_frame); acmod_advance(acmod); } } } ngram_fwdflat_finish(ngs); printf("%s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); TEST_EQUAL(0, strcmp("go forward ten meters", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL)))); TEST_EQUAL(0, acmod_set_senfh(acmod, NULL)); TEST_EQUAL(0, acmod_start_utt(acmod)); TEST_ASSERT(senfh = fopen("goforward.sen", "rb")); TEST_EQUAL(0, acmod_set_insenfh(acmod, senfh)); ngram_fwdflat_start(ngs); while ((nfr = acmod_read_scores(acmod)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdflat_search(ngs, acmod->output_frame); acmod_advance(acmod); } } ngram_fwdflat_finish(ngs); printf("%s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_ASSERT(acmod_end_utt(acmod) >= 0); TEST_EQUAL(0, strcmp("go forward ten meters", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL)))); fclose(senfh); } ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_fwdtree_nbest.c0000664000175000017500000000701712546074702020407 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ngram_search_fwdtree.h" #include "ps_lattice_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; ngram_search_t *ngs; ps_lattice_t *dag; clock_t c; int i; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "yes", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ngs = (ngram_search_t *)ps->search; acmod = ps->acmod; acmod_set_grow(ps->acmod, TRUE); setbuf(stdout, NULL); c = clock(); for (i = 0; i < 5; ++i) { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; ps_astar_t *nbest; ps_latpath_t *path; char *besthyp; const char *astar_besthyp = NULL; int32 astar_hyp_score; int i; /* PocketSphinx API would do this for us but we have to do it manually here. */ ps_lattice_free(ps->search->dag); ps->search->dag = NULL; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ngram_fwdtree_start(ngs); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdtree_search(ngs, acmod->output_frame); acmod_advance(acmod); } } } ngram_fwdtree_finish(ngs); printf("FWDTREE: %s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); dag = ngram_search_lattice(ps->search); if (dag == NULL) { E_ERROR("Failed to build DAG!\n"); return 1; } besthyp = ckd_salloc (ps_lattice_hyp(dag, ps_lattice_bestpath (dag, ngs->lmset, 6.5, 1.0))); printf("BESTPATH: %s\n", besthyp); TEST_ASSERT(nbest = ps_astar_start(dag, ngs->lmset, 6.5, 0, -1, -1, -1)); i = 0; astar_hyp_score = WORST_SCORE; while ((path = ps_astar_next(nbest))) { if (i < 10) printf("NBEST %d: %s\n", i, ps_astar_hyp(nbest, path)); if (path->score > astar_hyp_score) { astar_hyp_score = path->score; astar_besthyp = ps_astar_hyp(nbest, path); } i++; } TEST_EQUAL(0, strcmp(besthyp, astar_besthyp)); ps_astar_finish(nbest); ckd_free(besthyp); } printf("%s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_EQUAL(0, strcmp("go forward ten meters", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL)))); c = clock() - c; printf("5 * fwdtree + bestpath + N-best search in %.2f sec\n", (double)c / CLOCKS_PER_SEC); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_pl_fwdtree.c0000664000175000017500000000457312546074702017713 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; ps_search_t *ngs, *pls; clock_t c; int32 score; int i; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "no", "-pl_window", "6", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ngs = ps->search; pls = ps->phone_loop; acmod = ps->acmod; setbuf(stdout, NULL); c = clock(); for (i = 0; i < 5; ++i) { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr, n_searchfr; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ps_search_start(ngs); ps_search_start(pls); n_searchfr = 0; while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ps_search_step(pls, n_searchfr); if (n_searchfr >= 6) ps_search_step(ngs, n_searchfr - 6); acmod_advance(acmod); ++n_searchfr; } } } for (nfr = n_searchfr - 6; nfr < n_searchfr; ++nfr) { ps_search_step(ngs, nfr); } ps_search_finish(pls); ps_search_finish(ngs); printf("%s\n", ps_search_hyp(ngs, &score, NULL)); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } printf("%s\n", ps_search_hyp(ngs, &score, NULL)); TEST_EQUAL(0, strcmp("go forward ten meters", ps_search_hyp(ngs, &score, NULL))); c = clock() - c; printf("5 * fwdtree search in %.2f sec\n", (double)c / CLOCKS_PER_SEC); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_ps_fwdtree_fwdflat.c0000664000175000017500000000120512546074702021416 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-lw", "6.5", "-fwdflatlw", "6.5", "-fwdtree", "yes", "-fwdflat", "yes", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); return ps_decoder_test(config, "FWDFLAT", "go forward ten meters"); } pocketsphinx-5prealpha/test/unit/test_posterior.c0000664000175000017500000001064512546074702017603 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ngram_search_fwdtree.h" #include "ps_lattice_internal.h" #include "test_macros.h" int test_decode(ps_decoder_t *ps) { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; ps_lattice_t *dag; acmod_t *acmod; ngram_search_t *ngs; int i, j; ps_latlink_t *link; ps_latnode_t *node; latlink_list_t *x; int32 norm, post; ngs = (ngram_search_t *)ps->search; acmod = ps->acmod; /* Decode stuff and build a DAG. */ TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ngram_fwdtree_start(ngs); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdtree_search(ngs, acmod->output_frame); acmod_advance(acmod); } } } ngram_fwdtree_finish(ngs); printf("FWDTREE: %s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); dag = ngram_search_lattice(ps->search); if (dag == NULL) { E_ERROR("Failed to build DAG!\n"); return -1; } /* Write lattice to disk. */ TEST_EQUAL(0, ps_lattice_write(dag, "test_posterior.lat")); /* Do a bunch of checks on the DAG generation and traversal code: */ /* Verify that forward and backward iteration give the same number of edges. */ i = j = 0; for (link = ps_lattice_traverse_edges(dag, NULL, NULL); link; link = ps_lattice_traverse_next(dag, NULL)) { ++i; } for (link = ps_lattice_reverse_edges(dag, NULL, NULL); link; link = ps_lattice_reverse_next(dag, NULL)) { ++j; } printf("%d forward edges, %d reverse edges\n", i, j); TEST_EQUAL(i,j); /* Verify that the same links are reachable via entries and exits. */ for (node = dag->nodes; node; node = node->next) { for (x = node->exits; x; x = x->next) x->link->alpha = -42; } for (node = dag->nodes; node; node = node->next) { for (x = node->entries; x; x = x->next) TEST_EQUAL(x->link->alpha, -42); } /* Verify that forward iteration is properly ordered. */ for (link = ps_lattice_traverse_edges(dag, NULL, NULL); link; link = ps_lattice_traverse_next(dag, NULL)) { link->alpha = 0; for (x = link->from->entries; x; x = x->next) { TEST_EQUAL(x->link->alpha, 0); } } /* Verify that backward iteration is properly ordered. */ for (node = dag->nodes; node; node = node->next) { for (x = node->exits; x; x = x->next) x->link->alpha = -42; } for (link = ps_lattice_reverse_edges(dag, NULL, NULL); link; link = ps_lattice_reverse_next(dag, NULL)) { link->alpha = 0; for (x = link->to->exits; x; x = x->next) { TEST_EQUAL(x->link->alpha, 0); } } /* Find and print best path. */ link = ps_lattice_bestpath(dag, ngs->lmset, 1.0, 1.0/20.0); printf("BESTPATH: %s\n", ps_lattice_hyp(dag, link)); /* Calculate betas. */ post = ps_lattice_posterior(dag, ngs->lmset, 1.0/20.0); printf("Best path score: %d\n", link->path_scr + dag->final_node_ascr); printf("P(S|O) = %d\n", post); /* Verify that sum of final alphas and initial alphas+betas is * sufficiently similar. */ norm = logmath_get_zero(acmod->lmath); for (x = dag->start->exits; x; x = x->next) norm = logmath_add(acmod->lmath, norm, x->link->beta + x->link->alpha); E_INFO("Sum of final alphas+betas = %d\n", dag->norm); E_INFO("Sum of initial alphas+betas = %d\n", norm); TEST_EQUAL_LOG(dag->norm, norm); /* Print posterior probabilities for each link in best path. */ while (link) { printf("P(%s,%d) = %d = %f\n", dict_wordstr(ps->search->dict, link->from->wid), link->ef, link->alpha + link->beta - dag->norm, logmath_exp(acmod->lmath, link->alpha + link->beta - dag->norm)); link = link->best_prev; } return 0; } int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; int rv; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "yes", "-input_endian", "little", "-cmninit", "37", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); rv = test_decode(ps); ps_free(ps); cmd_ln_free_r(config); return rv; } pocketsphinx-5prealpha/test/unit/test_ps_fwdflat.c0000664000175000017500000000116212546074702017700 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdflatlw", "6.5", "-fwdtree", "no", "-fwdflat", "yes", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); return ps_decoder_test(config, "FWDFLAT", "go forward ten meters"); } pocketsphinx-5prealpha/test/unit/test_alignment.c0000664000175000017500000000327012504317076017525 00000000000000#include #include "ps_alignment.h" #include "pocketsphinx_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { bin_mdef_t *mdef; dict_t *dict; dict2pid_t *d2p; ps_alignment_t *al; ps_alignment_iter_t *itor; cmd_ln_t *config; config = cmd_ln_init(NULL, NULL, FALSE, "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fdict", MODELDIR "/en-us/en-us/noisedict", NULL); mdef = bin_mdef_read(NULL, MODELDIR "/en-us/en-us/mdef"); dict = dict_init(config, mdef); d2p = dict2pid_build(mdef, dict); al = ps_alignment_init(d2p); TEST_EQUAL(1, ps_alignment_add_word(al, dict_wordid(dict, ""), 0)); TEST_EQUAL(2, ps_alignment_add_word(al, dict_wordid(dict, "hello"), 0)); TEST_EQUAL(3, ps_alignment_add_word(al, dict_wordid(dict, "world"), 0)); TEST_EQUAL(4, ps_alignment_add_word(al, dict_wordid(dict, ""), 0)); TEST_EQUAL(0, ps_alignment_populate(al)); itor = ps_alignment_words(al); TEST_EQUAL(ps_alignment_iter_get(itor)->id.wid, dict_wordid(dict, "")); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->id.wid, dict_wordid(dict, "hello")); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->id.wid, dict_wordid(dict, "world")); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->id.wid, dict_wordid(dict, "")); itor = ps_alignment_iter_next(itor); TEST_EQUAL(itor, NULL); printf("%d words %d phones %d states\n", ps_alignment_n_words(al), ps_alignment_n_phones(al), ps_alignment_n_states(al)); ps_alignment_free(al); dict_free(dict); dict2pid_free(d2p); bin_mdef_free(mdef); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_fwdflat.c0000664000175000017500000000405612546074702017203 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ngram_search_fwdflat.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; ngram_search_t *ngs; clock_t c; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "no", "-fwdflat", "yes", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ngs = (ngram_search_t *)ps->search; acmod = ps->acmod; setbuf(stdout, NULL); c = clock(); { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ngram_fwdflat_start(ngs); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdflat_search(ngs,acmod->output_frame); acmod_advance(acmod); } } } ngram_fwdflat_finish(ngs); printf("%s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } TEST_EQUAL(0, strcmp("go forward ten meters", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL)))); c = clock() - c; printf("2 * fwdflat search in %.2f sec\n", (double)c / CLOCKS_PER_SEC); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_fsg3.c0000664000175000017500000000431112504317076016406 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "fsg_search_internal.h" #include "ps_lattice_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; fsg_search_t *fsgs; ps_lattice_t *dag; ps_seg_t *seg; int32 score; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", DATADIR "/tidigits/hmm", "-fsg", DATADIR "/tidigits/lm/tidigits.fsg", "-dict", DATADIR "/tidigits/lm/tidigits.dic", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); fsgs = (fsg_search_t *)ps->search; acmod = ps->acmod; setbuf(stdout, NULL); { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; char const *hyp; int nfr; TEST_ASSERT(rawfh = fopen(DATADIR "/numbers.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); fsg_search_start(ps_search_base(fsgs)); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { fsg_search_step(ps_search_base(fsgs), acmod->output_frame); acmod_advance(acmod); } } } fsg_search_finish(ps_search_base(fsgs)); hyp = fsg_search_hyp(ps_search_base(fsgs), &score, NULL); printf("FSG: %s (%d)\n", hyp, score); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } for (seg = ps_seg_iter(ps, &score); seg; seg = ps_seg_next(seg)) { char const *word; int sf, ef; int32 post, lscr, ascr, lback; word = ps_seg_word(seg); ps_seg_frames(seg, &sf, &ef); post = ps_seg_prob(seg, &ascr, &lscr, &lback); printf("%s (%d:%d) P(w|o) = %f ascr = %d lscr = %d lback = %d\n", word, sf, ef, logmath_exp(ps_get_logmath(ps), post), ascr, lscr, lback); } /* Now get the DAG and play with it. */ dag = ps_get_lattice(ps); ps_lattice_write(dag, "test_fsg3.lat"); printf("BESTPATH: %s\n", ps_lattice_hyp(dag, ps_lattice_bestpath(dag, NULL, 1.0, 15.0))); ps_lattice_posterior(dag, NULL, 15.0); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/Makefile.am0000664000175000017500000000220012504317076016370 00000000000000check_PROGRAMS = \ test_ps_init \ test_ps_reinit \ test_ps_fwdtree \ test_ps_fwdtree_fwdflat \ test_ps_fwdflat \ test_ps_fwdflat_bestpath \ test_ps_fwdtree_bestpath \ test_ps_simple \ test_ps_nbest \ test_ps_lattice \ test_ps_set_search \ test_acmod \ test_acmod_grow \ test_fwdtree \ test_fwdflat \ test_fwdtree_fwdflat \ test_fwdtree_bestpath \ test_fwdtree_nbest \ test_pl_fwdtree \ test_ptm_mgau \ test_posterior \ test_fsg \ test_fsg2 \ test_fsg3 \ test_jsgf \ test_lm_read \ test_dict \ test_dict2pid \ test_senfh \ test_alignment \ test_state_align \ test_mllr TESTS = $(check_PROGRAMS) EXTRA_DIST = ps_test.c noinst_HEADERS = test_macros.h AM_CFLAGS =-I$(top_srcdir)/include \ -I$(top_srcdir)/src/libpocketsphinx \ -I$(top_builddir)/include \ -I$(srcdir) \ -DMODELDIR=\"${top_srcdir}/model\" \ -DDATADIR=\"${top_srcdir}/test/data\" LDADD = \ $(top_builddir)/src/libpocketsphinx/libpocketsphinx.la \ -lsphinxbase CLEANFILES = *.log *.out *.lat *.mfc *.raw *.dic *.sen valgrind-check: for testf in .libs/lt-*; do valgrind --leak-check=full --show-reachable=yes \ $$testf; done >& valgrind.log pocketsphinx-5prealpha/test/unit/test_state_align.c0000664000175000017500000000631212520771215020036 00000000000000#include #include "ps_alignment.h" #include "state_align_search.h" #include "pocketsphinx_internal.h" #include "test_macros.h" static void do_search(ps_search_t *search, acmod_t *acmod) { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ps_search_start(search); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ps_search_step(search, acmod->output_frame); acmod_advance(acmod); } } } ps_search_finish(search); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } int main(int argc, char *argv[]) { ps_decoder_t *ps; dict_t *dict; dict2pid_t *d2p; acmod_t *acmod; ps_alignment_t *al; ps_alignment_iter_t *itor; ps_search_t *search; cmd_ln_t *config; int i; config = cmd_ln_init(NULL, ps_args(), FALSE, "-hmm", MODELDIR "/en-us/en-us", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-input_endian", "little", "-samprate", "16000", NULL); TEST_ASSERT(ps = ps_init(config)); dict = ps->dict; d2p = ps->d2p; acmod = ps->acmod; al = ps_alignment_init(d2p); TEST_EQUAL(1, ps_alignment_add_word(al, dict_wordid(dict, ""), 0)); TEST_EQUAL(2, ps_alignment_add_word(al, dict_wordid(dict, "go"), 0)); TEST_EQUAL(3, ps_alignment_add_word(al, dict_wordid(dict, "forward"), 0)); TEST_EQUAL(4, ps_alignment_add_word(al, dict_wordid(dict, "ten"), 0)); TEST_EQUAL(5, ps_alignment_add_word(al, dict_wordid(dict, "meters"), 0)); TEST_EQUAL(6, ps_alignment_add_word(al, dict_wordid(dict, ""), 0)); TEST_EQUAL(0, ps_alignment_populate(al)); TEST_ASSERT(search = state_align_search_init("state_align", config, acmod, al)); for (i = 0; i < 5; ++i) do_search(search, acmod); itor = ps_alignment_words(al); TEST_EQUAL(ps_alignment_iter_get(itor)->start, 0); TEST_EQUAL(ps_alignment_iter_get(itor)->duration, 8); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->start, 8); TEST_EQUAL(ps_alignment_iter_get(itor)->duration, 18); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->start, 26); TEST_EQUAL(ps_alignment_iter_get(itor)->duration, 53); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->start, 79); TEST_EQUAL(ps_alignment_iter_get(itor)->duration, 36); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->start, 115); TEST_EQUAL(ps_alignment_iter_get(itor)->duration, 59); itor = ps_alignment_iter_next(itor); TEST_EQUAL(ps_alignment_iter_get(itor)->start, 174); TEST_EQUAL(ps_alignment_iter_get(itor)->duration, 49); itor = ps_alignment_iter_next(itor); TEST_EQUAL(itor, NULL); ps_search_free(search); ps_alignment_free(al); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_fwdtree_bestpath.c0000664000175000017500000000610712546074702021105 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ngram_search_fwdtree.h" #include "ps_lattice_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; ngram_search_t *ngs; ps_lattice_t *dag; clock_t c; int i; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "yes", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ngs = (ngram_search_t *)ps->search; acmod = ps->acmod; acmod_set_grow(ps->acmod, TRUE); setbuf(stdout, NULL); c = clock(); for (i = 0; i < 5; ++i) { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; /* PocketSphinx API would do this for us but we have to do it manually here. */ ps_lattice_free(ps->search->dag); ps->search->dag = NULL; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ngram_fwdtree_start(ngs); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdtree_search(ngs, acmod->output_frame); acmod_advance(acmod); } } } ngram_fwdtree_finish(ngs); printf("FWDTREE: %s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); dag = ngram_search_lattice(ps->search); if (dag == NULL) { E_ERROR("Failed to build DAG!\n"); return 1; } ps_lattice_write(dag, "test_fwdtree.lat"); printf("BESTPATH: %s\n", ps_lattice_hyp(dag, ps_lattice_bestpath(dag, ngs->lmset, 1.461538, 15.0))); } printf("%s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_EQUAL(0, strcmp("go forward ten meters", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL)))); printf("%s\n", ps_lattice_hyp(dag, ps_lattice_bestpath(dag, ngs->lmset, 1.461538, 15.0))); TEST_EQUAL(0, strcmp("go forward ten meters", ps_lattice_hyp(dag, ps_lattice_bestpath(dag, ngs->lmset, 1.461538, 15.0)))); c = clock() - c; printf("5 * fwdtree + bestpath search in %.2f sec\n", (double)c / CLOCKS_PER_SEC); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_macros.h0000664000175000017500000000055312504317076017041 00000000000000#include #include #include #define TEST_ASSERT(x) if (!(x)) { fprintf(stderr, "FAIL: %s\n", #x); exit(1); } #define TEST_EQUAL(a,b) TEST_ASSERT((a) == (b)) #define TEST_EQUAL_FLOAT(a,b) TEST_ASSERT(fabs((a) - (b)) < EPSILON) #define LOG_EPSILON 200 #define TEST_EQUAL_LOG(a,b) TEST_ASSERT(abs((a) - (b)) < LOG_EPSILON) pocketsphinx-5prealpha/test/unit/Makefile.in0000664000175000017500000016640212525147724016424 00000000000000# Makefile.in generated by automake 1.13.4 from Makefile.am. # @configure_input@ # Copyright (C) 1994-2013 Free Software Foundation, Inc. # This Makefile.in is free software; the Free Software Foundation # gives unlimited permission to copy and/or distribute it, # with or without modifications, 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do valgrind --leak-check=full --show-reachable=yes \ $$testf; done >& valgrind.log # Tell versions [3.59,3.63) of GNU make to not export all variables. # Otherwise a system limit (for SysV at least) may be exceeded. .NOEXPORT: pocketsphinx-5prealpha/test/unit/test_ptm_mgau.c0000664000175000017500000000663112546074702017366 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ptm_mgau.h" #include "ms_mgau.h" #include "test_macros.h" static const mfcc_t prior[13] = { FLOAT2MFCC(37.03), FLOAT2MFCC(-1.01), FLOAT2MFCC(0.53), FLOAT2MFCC(0.49), FLOAT2MFCC(-0.60), FLOAT2MFCC(0.14), FLOAT2MFCC(-0.05), FLOAT2MFCC(0.25), FLOAT2MFCC(0.37), FLOAT2MFCC(0.58), FLOAT2MFCC(0.13), FLOAT2MFCC(-0.16), FLOAT2MFCC(0.17) }; void run_acmod_test(acmod_t *acmod) { FILE *rawfh; int16 *buf; int16 const *bptr; size_t nread, nsamps; int nfr; int frame_counter; cmn_prior_set(acmod->fcb->cmn_struct, prior); nsamps = 2048; frame_counter = 0; buf = ckd_calloc(nsamps, sizeof(*buf)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); printf("Incremental(2048):\n"); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), nsamps, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); printf("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } } TEST_EQUAL(0, acmod_end_utt(acmod)); nread = 0; { int16 best_score; int frame_idx = -1, best_senid; while (acmod->n_feat_frame > 0) { acmod_score(acmod, &frame_idx); acmod_advance(acmod); best_score = acmod_best_score(acmod, &best_senid); printf("Frame %d best senone %d score %d\n", frame_idx, best_senid, best_score); TEST_EQUAL(frame_counter, frame_idx); ++frame_counter; frame_idx = -1; } } fclose(rawfh); } int main(int argc, char *argv[]) { logmath_t *lmath; cmd_ln_t *config; acmod_t *acmod; ps_mgau_t *ps; ptm_mgau_t *s; int i, lastcb; lmath = logmath_init(1.0001, 0, 0); config = cmd_ln_init(NULL, ps_args(), TRUE, "-mdef", MODELDIR "/en-us/en-us/mdef", "-mean", MODELDIR "/en-us/en-us/means", "-var", MODELDIR "/en-us/en-us/variances", "-tmat", MODELDIR "/en-us/en-us/transition_matrices", "-sendump", MODELDIR "/en-us/en-us/sendump", "-compallsen", "yes", "-input_endian", "little", NULL); cmd_ln_parse_file_r(config, ps_args(), MODELDIR "/en-us/en-us/feat.params", FALSE); err_set_debug_level(3); TEST_ASSERT(config); TEST_ASSERT((acmod = acmod_init(config, lmath, NULL, NULL))); TEST_ASSERT((ps = acmod->mgau)); TEST_EQUAL(0, strcmp(ps->vt->name, "ptm")); s = (ptm_mgau_t *)ps; E_DEBUG(2,("PTM model loaded: %d codebooks, %d senones, %d frames of history\n", s->g->n_mgau, s->n_sen, s->n_fast_hist)); E_DEBUG(2,("Senone to codebook mappings:\n")); lastcb = s->sen2cb[0]; E_DEBUG(2,("\t%d: 0", lastcb)); for (i = 0; i < s->n_sen; ++i) { if (s->sen2cb[i] != lastcb) { lastcb = s->sen2cb[i]; E_DEBUGCONT(2,("-%d\n", i-1)); E_DEBUGCONT(2,("\t%d: %d", lastcb, i)); } } E_INFOCONT("-%d\n", i-1); run_acmod_test(acmod); #if 0 /* Replace it with ms_mgau. */ ptm_mgau_free(ps); cmd_ln_set_str_r(config, "-mixw", MODELDIR "/en-us/en-us/mixture_weights"); TEST_ASSERT((acmod->mgau = ms_mgau_init(acmod, lmath, acmod->mdef))); run_acmod_test(acmod); cmd_ln_free_r(config); #endif return 0; } pocketsphinx-5prealpha/test/unit/test_ps_init.c0000664000175000017500000000111012546074702017205 00000000000000#include #include #include #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "yes", "-bestpath", "yes", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_dict.c0000664000175000017500000000343312504317076016473 00000000000000#include #include #include #include #include "dict.h" #include "test_macros.h" int main(int argc, char *argv[]) { bin_mdef_t *mdef; dict_t *dict; cmd_ln_t *config; int i; char buf[100]; TEST_ASSERT(config = cmd_ln_init(NULL, NULL, FALSE, "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fdict", MODELDIR "/en-us/en-us/noisedict", NULL)); /* Test dictionary in standard fashion. */ TEST_ASSERT(mdef = bin_mdef_read(NULL, MODELDIR "/en-us/en-us/mdef")); TEST_ASSERT(dict = dict_init(config, mdef)); printf("Word ID (CARNEGIE) = %d\n", dict_wordid(dict, "CARNEGIE")); printf("Word ID (ASDFASFASSD) = %d\n", dict_wordid(dict, "ASDFASFASSD")); TEST_EQUAL(0, dict_write(dict, "_cmu07a.dic", NULL)); TEST_EQUAL(0, system("diff -uw " MODELDIR "/en-us/cmudict-en-us.dict _cmu07a.dic")); dict_free(dict); bin_mdef_free(mdef); /* Now test an empty dictionary. */ TEST_ASSERT(dict = dict_init(NULL, NULL)); printf("Word ID() = %d\n", dict_wordid(dict, "")); TEST_ASSERT(BAD_S3WID != dict_add_word(dict, "FOOBIE", NULL, 0)); TEST_ASSERT(BAD_S3WID != dict_add_word(dict, "BLETCH", NULL, 0)); printf("Word ID(FOOBIE) = %d\n", dict_wordid(dict, "FOOBIE")); printf("Word ID(BLETCH) = %d\n", dict_wordid(dict, "BLETCH")); TEST_ASSERT(dict_real_word(dict, dict_wordid(dict, "FOOBIE"))); TEST_ASSERT(dict_real_word(dict, dict_wordid(dict, "BLETCH"))); TEST_ASSERT(!dict_real_word(dict, dict_wordid(dict, ""))); dict_free(dict); /* Test to add 500k words. */ TEST_ASSERT(dict = dict_init(NULL, NULL)); for (i = 0; i < 500000; i++) { sprintf(buf, "word_%d", i); TEST_ASSERT(BAD_S3WID != dict_add_word(dict, buf, NULL, 0)); } dict_free(dict); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/ps_test.c0000664000175000017500000001075212504317076016174 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" static const mfcc_t prior[13] = { FLOAT2MFCC(33.89), FLOAT2MFCC(-1.13), FLOAT2MFCC(0.83), FLOAT2MFCC(0.49), FLOAT2MFCC(-0.65), FLOAT2MFCC(0.12), FLOAT2MFCC(-0.03), FLOAT2MFCC(0.28), FLOAT2MFCC(0.41), FLOAT2MFCC(0.59), FLOAT2MFCC(0.11), FLOAT2MFCC(-0.20), FLOAT2MFCC(0.17) }; int ps_decoder_test(cmd_ln_t *config, char const *sname, char const *expected) { ps_decoder_t *ps; mfcc_t **cepbuf; FILE *rawfh; int16 *buf; int16 const *bptr; size_t nread; size_t nsamps; int32 nfr, i, score, prob; char const *hyp; double n_speech, n_cpu, n_wall; ps_seg_t *seg; TEST_ASSERT(ps = ps_init(config)); /* Test it first with pocketsphinx_decode_raw() */ TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); ps_decode_raw(ps, rawfh, -1); hyp = ps_get_hyp(ps, &score); prob = ps_get_prob(ps); printf("%s: %s (%d, %d)\n", sname, hyp, score, prob); TEST_EQUAL(0, strcmp(hyp, expected)); TEST_ASSERT(prob <= 0); ps_get_utt_time(ps, &n_speech, &n_cpu, &n_wall); printf("%.2f seconds speech, %.2f seconds CPU, %.2f seconds wall\n", n_speech, n_cpu, n_wall); printf("%.2f xRT (CPU), %.2f xRT (elapsed)\n", n_cpu / n_speech, n_wall / n_speech); /* Test it with ps_process_raw() */ clearerr(rawfh); fseek(rawfh, 0, SEEK_END); nsamps = ftell(rawfh) / sizeof(*buf); fseek(rawfh, 0, SEEK_SET); TEST_EQUAL(0, ps_start_utt(ps)); nsamps = 2048; buf = ckd_calloc(nsamps, sizeof(*buf)); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), nsamps, rawfh); ps_process_raw(ps, buf, nread, FALSE, FALSE); } TEST_EQUAL(0, ps_end_utt(ps)); hyp = ps_get_hyp(ps, &score); prob = ps_get_prob(ps); printf("%s: %s (%d, %d)\n", sname, hyp, score, prob); TEST_EQUAL(0, strcmp(hyp, expected)); ps_get_utt_time(ps, &n_speech, &n_cpu, &n_wall); printf("%.2f seconds speech, %.2f seconds CPU, %.2f seconds wall\n", n_speech, n_cpu, n_wall); printf("%.2f xRT (CPU), %.2f xRT (elapsed)\n", n_cpu / n_speech, n_wall / n_speech); /* Now read the whole file and produce an MFCC buffer. */ clearerr(rawfh); fseek(rawfh, 0, SEEK_END); nsamps = ftell(rawfh) / sizeof(*buf); fseek(rawfh, 0, SEEK_SET); bptr = buf = ckd_realloc(buf, nsamps * sizeof(*buf)); TEST_EQUAL(nsamps, fread(buf, sizeof(*buf), nsamps, rawfh)); fe_process_frames(ps->acmod->fe, &bptr, &nsamps, NULL, &nfr, NULL); cepbuf = ckd_calloc_2d(nfr + 1, fe_get_output_size(ps->acmod->fe), sizeof(**cepbuf)); fe_start_utt(ps->acmod->fe); fe_process_frames(ps->acmod->fe, &bptr, &nsamps, cepbuf, &nfr, NULL); fe_end_utt(ps->acmod->fe, cepbuf[nfr], &i); /* Decode it with process_cep() */ TEST_EQUAL(0, ps_start_utt(ps)); for (i = 0; i < nfr; ++i) { ps_process_cep(ps, cepbuf + i, 1, FALSE, FALSE); } TEST_EQUAL(0, ps_end_utt(ps)); hyp = ps_get_hyp(ps, &score); prob = ps_get_prob(ps); printf("%s: %s (%d, %d)\n", sname, hyp, score, prob); TEST_EQUAL(0, strcmp(hyp, expected)); TEST_ASSERT(prob <= 0); for (seg = ps_seg_iter(ps, &score); seg; seg = ps_seg_next(seg)) { char const *word; int sf, ef; int32 post, lscr, ascr, lback; word = ps_seg_word(seg); ps_seg_frames(seg, &sf, &ef); post = ps_seg_prob(seg, &ascr, &lscr, &lback); printf("%s (%d:%d) P(w|o) = %f ascr = %d lscr = %d lback = %d\n", word, sf, ef, logmath_exp(ps_get_logmath(ps), post), ascr, lscr, lback); TEST_ASSERT(post <= 2); // Due to numerical errors with float it sometimes could go out of 0 } ps_get_utt_time(ps, &n_speech, &n_cpu, &n_wall); printf("%.2f seconds speech, %.2f seconds CPU, %.2f seconds wall\n", n_speech, n_cpu, n_wall); printf("%.2f xRT (CPU), %.2f xRT (elapsed)\n", n_cpu / n_speech, n_wall / n_speech); ps_get_all_time(ps, &n_speech, &n_cpu, &n_wall); printf("TOTAL: %.2f seconds speech, %.2f seconds CPU, %.2f seconds wall\n", n_speech, n_cpu, n_wall); printf("TOTAL: %.2f xRT (CPU), %.2f xRT (elapsed)\n", n_cpu / n_speech, n_wall / n_speech); fclose(rawfh); ps_free(ps); cmd_ln_free_r(config); ckd_free_2d(cepbuf); ckd_free(buf); return 0; } pocketsphinx-5prealpha/test/unit/test_dict2pid.c0000664000175000017500000000130412504317076017245 00000000000000#include #include #include #include #include "dict.h" #include "dict2pid.h" #include "test_macros.h" int main(int argc, char *argv[]) { bin_mdef_t *mdef; dict_t *dict; dict2pid_t *d2p; cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, NULL, FALSE, "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fdict", MODELDIR "/en-us/en-us/noisedict", NULL)); TEST_ASSERT(mdef = bin_mdef_read(NULL, MODELDIR "/en-us/en-us/mdef")); TEST_ASSERT(dict = dict_init(config, mdef)); TEST_ASSERT(d2p = dict2pid_build(mdef, dict)); dict_free(dict); dict2pid_free(d2p); bin_mdef_free(mdef); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_fsg2.c0000664000175000017500000000505412504317076016412 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "fsg_search_internal.h" #include "ps_lattice_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; fsg_search_t *fsgs; ps_lattice_t *dag; ps_seg_t *seg; int32 score; ps_latlink_t *link; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-fsg", DATADIR "/goforward.fsg", "-dict", DATADIR "/turtle.dic", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); fsgs = (fsg_search_t *)ps->search; acmod = ps->acmod; setbuf(stdout, NULL); { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; char const *hyp; int nfr; TEST_ASSERT(rawfh = fopen(DATADIR "/something.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); fsg_search_start(ps_search_base(fsgs)); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { fsg_search_step(ps_search_base(fsgs), acmod->output_frame); acmod_advance(acmod); } } } fsg_search_finish(ps_search_base(fsgs)); hyp = fsg_search_hyp(ps_search_base(fsgs), &score, NULL); printf("FSG: %s (%d)\n", hyp, score); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } for (seg = ps_seg_iter(ps, &score); seg; seg = ps_seg_next(seg)) { char const *word; int sf, ef; int32 post, lscr, ascr, lback; word = ps_seg_word(seg); ps_seg_frames(seg, &sf, &ef); if (sf == ef) continue; post = ps_seg_prob(seg, &ascr, &lscr, &lback); printf("%s (%d:%d) P(w|o) = %f ascr = %d lscr = %d lback = %d\n", word, sf, ef, logmath_exp(ps_get_logmath(ps), post), ascr, lscr, lback); } dag = ps_get_lattice(ps); ps_lattice_write(dag, "test_fsg2.lat"); link = ps_lattice_bestpath(dag, NULL, 1.0, 1.0/15.0); if (link) printf("BESTPATH: %s\n", ps_lattice_hyp(dag, link)); ps_lattice_posterior(dag, NULL, 1.0/15.0); while (link) { printf("%s %d P(w|o) = %d + %d - %d = %d = %f\n", dict_wordstr(ps->dict, link->from->wid), link->ef, link->alpha, link->beta, dag->norm, link->alpha + link->beta - dag->norm, logmath_exp(ps_get_logmath(ps), link->alpha + link->beta - dag->norm)); link = link->best_prev; } ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_ps_nbest.c0000664000175000017500000000257112546074702017371 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "test_macros.h" #include "ps_test.c" int main(int argc, char *argv[]) { ps_decoder_t *ps; ps_nbest_t *nbest; cmd_ln_t *config; FILE *rawfh; char const *hyp; int32 score, n; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "yes", "-bestpath", "yes", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); ps_decode_raw(ps, rawfh, -1); fclose(rawfh); hyp = ps_get_hyp(ps, &score); printf("BESTPATH: %s (%d)\n", hyp, score); TEST_ASSERT(nbest = ps_nbest(ps, 0, -1, NULL, NULL)); n = 1; while (nbest && (nbest = ps_nbest_next(nbest))) { ps_seg_t *seg; hyp = ps_nbest_hyp(nbest, &score); printf("NBEST %d: %s (%d)\n", n, hyp, score); for (seg = ps_nbest_seg(nbest, &score); seg; seg = ps_seg_next(seg)) { char const *word; int sf, ef; word = ps_seg_word(seg); ps_seg_frames(seg, &sf, &ef); printf("%s %d %d\n", word, sf, ef); } if (n == 10) break; ++n; } if (nbest) ps_nbest_free(nbest); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_lm_read.c0000664000175000017500000000603012546074702017151 00000000000000#include #include #include #include "test_macros.h" int main(int argc, char *argv[]) { char const *hyp; ps_decoder_t *ps; cmd_ln_t *config; ngram_model_t *lm; FILE *rawfh; int32 score; /* First decode it with the crappy WSJ language model. */ TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", DATADIR "/defective.dic", "-dictcase", "yes", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); ps_decode_raw(ps, rawfh, -1); hyp = ps_get_hyp(ps, &score); printf("%s (%d)\n", hyp, score); TEST_EQUAL(0, strcmp(hyp, "go forward ten years")); /* Now load the turtle language model. */ lm = ngram_model_read(config, DATADIR "/turtle.lm.bin", NGRAM_AUTO, ps_get_logmath(ps)); ps_set_lm(ps, "turtle", lm); ps_set_search(ps, "turtle"); clearerr(rawfh); fseek(rawfh, 0, SEEK_SET); TEST_ASSERT(ps_decode_raw(ps, rawfh, -1)); hyp = ps_get_hyp(ps, &score); printf("%s (%d)\n", hyp, score); /* Oops! It's still not correct, because METERS isn't in the * dictionary that we originally loaded. */ TEST_EQUAL(0, strcmp(hyp, "go forward ten degrees")); /* So let's add it to the dictionary. */ ps_add_word(ps, "foobie", "F UW B IY", FALSE); ps_add_word(ps, "meters", "M IY T ER Z", TRUE); /* And try again. */ clearerr(rawfh); fseek(rawfh, 0, SEEK_SET); TEST_ASSERT(ps_decode_raw(ps, rawfh, -1)); hyp = ps_get_hyp(ps, &score); TEST_ASSERT(hyp); printf("%s (%d)\n", hyp, score); ps_lattice_write(ps_get_lattice(ps), "meters.lat"); /* Bingo! */ TEST_EQUAL(0, strcmp(hyp, "go forward ten meters")); /* Now let's test dictionary switching. */ TEST_EQUAL(-1, ps_load_dict(ps, DATADIR "/turtle_missing_file.dic", NULL, NULL)); /* Now let's test dictionary switching. */ TEST_EQUAL(0, ps_load_dict(ps, DATADIR "/turtle.dic", NULL, NULL)); /* And try again. */ clearerr(rawfh); fseek(rawfh, 0, SEEK_SET); TEST_ASSERT(ps_decode_raw(ps, rawfh, -1)); hyp = ps_get_hyp(ps, &score); printf("%s (%d)\n", hyp, score); TEST_EQUAL(0, strcmp(hyp, "go forward ten meters")); /* Try switching back again just to make sure. */ TEST_EQUAL(0, ps_load_dict(ps, DATADIR "/defective.dic", NULL, NULL)); clearerr(rawfh); fseek(rawfh, 0, SEEK_SET); TEST_ASSERT(ps_decode_raw(ps, rawfh, -1)); hyp = ps_get_hyp(ps, &score); printf("%s (%d)\n", hyp, score); TEST_EQUAL(0, strcmp(hyp, "go forward ten degrees")); fclose(rawfh); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_fwdtree_fwdflat.c0000664000175000017500000000607412546074702020725 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ngram_search_fwdtree.h" #include "ngram_search_fwdflat.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; ngram_search_t *ngs; clock_t c; int i; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "yes", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ngs = (ngram_search_t *)ps->search; acmod = ps->acmod; acmod_set_grow(ps->acmod, TRUE); setbuf(stdout, NULL); c = clock(); for (i = 0; i < 5; ++i) { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ngram_fwdtree_start(ngs); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdtree_search(ngs, acmod->output_frame); acmod_advance(acmod); } } } TEST_ASSERT(acmod_end_utt(acmod) >= 0); while (acmod->n_feat_frame > 0) { ngram_fwdtree_search(ngs, acmod->output_frame); acmod_advance(acmod); } ngram_fwdtree_finish(ngs); printf("FWDTREE: %s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); fclose(rawfh); E_INFO("grow_feat %d output_frame %d n_mfc_alloc %d n_mfc_frame %d\n", acmod->grow_feat, acmod->output_frame, acmod->n_mfc_alloc, acmod->n_mfc_frame); E_INFO("mfc_outidx %d n_feat_alloc %d n_feat_frame %d feat_outidx %d\n", acmod->mfc_outidx, acmod->n_feat_alloc, acmod->n_feat_frame, acmod->feat_outidx); TEST_EQUAL(0, acmod_rewind(acmod)); ngram_fwdflat_start(ngs); while (acmod->n_feat_frame > 0) { ngram_fwdflat_search(ngs, acmod->output_frame); acmod_advance(acmod); } ngram_fwdflat_finish(ngs); printf("FWDFLAT: %s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); } TEST_EQUAL(0, strcmp("go forward ten meters", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL)))); c = clock() - c; printf("5 * fwdtree + fwdflat search in %.2f sec\n", (double)c / CLOCKS_PER_SEC); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_ps_reinit.c0000664000175000017500000000151112535637372017547 00000000000000#include #include #include #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", DATADIR "/tidigits/hmm", "-dict", DATADIR "/tidigits/lm/tidigits.dic", NULL)); TEST_ASSERT(ps = ps_init(config)); cmd_ln_free_r(config); TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", NULL)); TEST_EQUAL(0, ps_reinit(ps, config)); /* Reinit when adding words */ ps_add_word(ps, "foobie", "F UW B IY", FALSE); ps_add_word(ps, "hellosomething", "HH EH L OW S", TRUE); /* Reinit with existing config */ ps_reinit(ps, NULL); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_fsg.c0000664000175000017500000000600312505034521016313 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "fsg_search_internal.h" #include "ps_lattice_internal.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; fsg_search_t *fsgs; ps_lattice_t *dag; ps_seg_t *seg; int32 score; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-fsg", DATADIR "/goforward.fsg", "-dict", DATADIR "/turtle.dic", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); fsgs = (fsg_search_t *) ps->search; acmod = ps->acmod; setbuf(stdout, NULL); { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; char const *hyp; int nfr; int is_final; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); fsg_search_start(ps_search_base(fsgs)); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { fsg_search_step(ps_search_base(fsgs), acmod->output_frame); acmod_advance(acmod); } hyp = fsg_search_hyp(ps_search_base(fsgs), &score, &is_final); printf("FSG: %d %s (%d) %s\n", acmod->output_frame, hyp, score, is_final ? "FINAL" : ""); TEST_EQUAL (is_final, acmod->output_frame > 173); } } fsg_search_finish(ps_search_base(fsgs)); hyp = fsg_search_hyp(ps_search_base(fsgs), &score, NULL); printf("FSG: %s (%d)\n", hyp, score); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } TEST_EQUAL(0, strcmp("go forward ten meters", fsg_search_hyp(ps_search_base(fsgs), &score, NULL))); for (seg = ps_seg_iter(ps, &score); seg; seg = ps_seg_next(seg)) { char const *word; int sf, ef; int32 post, lscr, ascr, lback; word = ps_seg_word(seg); ps_seg_frames(seg, &sf, &ef); if (sf == ef) continue; post = ps_seg_prob(seg, &ascr, &lscr, &lback); printf("%s (%d:%d) P(w|o) = %f ascr = %d lscr = %d lback = %d\n", word, sf, ef, logmath_exp(ps_get_logmath(ps), post), ascr, lscr, lback); } /* Now get the DAG and play with it. */ dag = ps_get_lattice(ps); ps_lattice_write(dag, "test_fsg.lat"); printf("BESTPATH: %s\n", ps_lattice_hyp(dag, ps_lattice_bestpath(dag, NULL, 1.0, 15.0))); ps_lattice_posterior(dag, NULL, 15.0); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/test/unit/test_ps_lattice.c0000664000175000017500000001022012546074702017671 00000000000000#include #include #include #include "pocketsphinx_internal.h" #include "ps_lattice_internal.h" #include "test_macros.h" #include "ps_test.c" int test_nodes_and_stuff(ps_lattice_t *dag) { ps_latnode_iter_t *itor; ps_latlink_iter_t *litor; ps_latnode_t *forward = NULL; TEST_ASSERT(itor = ps_latnode_iter(dag)); while ((itor = ps_latnode_iter_next(itor))) { int16 sf, fef, lef; ps_latnode_t *node; float64 post; node = ps_latnode_iter_node(itor); sf = ps_latnode_times(node, &fef, &lef); post = logmath_exp(ps_lattice_get_logmath(dag), ps_latnode_prob(dag, node, NULL)); if (post > 0.0001) printf("%s %s %d -> (%d,%d) %f\n", ps_latnode_baseword(dag, node), ps_latnode_word(dag, node), sf, fef, lef, post); if (0 == strcmp(ps_latnode_baseword(dag, node), "forward")) forward = node; } TEST_ASSERT(forward); printf("FORWARD entries:\n"); for (litor = ps_latnode_entries(forward); litor; litor = ps_latlink_iter_next(litor)) { ps_latlink_t *link = ps_latlink_iter_link(litor); int16 sf, ef; float64 post; int32 ascr; ef = ps_latlink_times(link, &sf); post = logmath_exp(ps_lattice_get_logmath(dag), ps_latlink_prob(dag, link, &ascr)); if (post > 0.0001) printf("%s %d -> %d prob %f ascr %d\n", ps_latlink_baseword(dag, link), sf, ef, post, ascr); } printf("FORWARD exits:\n"); for (litor = ps_latnode_exits(forward); litor; litor = ps_latlink_iter_next(litor)) { ps_latlink_t *link = ps_latlink_iter_link(litor); int16 sf, ef; float64 post; int32 ascr; ef = ps_latlink_times(link, &sf); post = logmath_exp(ps_lattice_get_logmath(dag), ps_latlink_prob(dag, link, &ascr)); if (post > 0.0001) printf("%d -> %d prob %f ascr %d\n", sf, ef, post, ascr); } return 0; } int test_remaining_nodes(ps_lattice_t *dag) { ps_latnode_iter_t *itor; ps_latlink_iter_t *litor; int count, lcount; count = 0; lcount = 0; for (itor = ps_latnode_iter(dag); itor; itor = ps_latnode_iter_next(itor)) { ps_latnode_t* node = ps_latnode_iter_node(itor); for (litor = ps_latnode_entries(node); litor; litor = ps_latlink_iter_next(litor)) { lcount++; } count++; } TEST_ASSERT(count == 3); TEST_ASSERT(lcount == 2); printf("Remaining %d nodes %d links\n", count, lcount); return 0; } int main(int argc, char *argv[]) { ps_decoder_t *ps; ps_lattice_t *dag; cmd_ln_t *config; FILE *rawfh; char const *hyp; int32 score; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); ps_decode_raw(ps, rawfh, -1); fclose(rawfh); hyp = ps_get_hyp(ps, &score); printf("FWDFLAT: %s (%d)\n", hyp, score); TEST_ASSERT(dag = ps_get_lattice(ps)); ps_lattice_bestpath(dag, ps_get_lm(ps, PS_DEFAULT_SEARCH), 1.0, 1.0/15.0); score = ps_lattice_posterior(dag, ps_get_lm(ps, PS_DEFAULT_SEARCH), 1.0/15.0); printf("P(S|O) = %d\n", score); test_nodes_and_stuff(dag); ps_lattice_posterior_prune(dag, logmath_log(ps_lattice_get_logmath(dag), 1e-2)); test_nodes_and_stuff(dag); TEST_EQUAL(0, ps_lattice_write(dag, "goforward.lat")); dag = ps_lattice_read(ps, "goforward.lat"); TEST_ASSERT(dag); ps_lattice_bestpath(dag, ps_get_lm(ps, PS_DEFAULT_SEARCH), 1.0, 1.0/15.0); score = ps_lattice_posterior(dag, ps_get_lm(ps, PS_DEFAULT_SEARCH), 1.0/15.0); printf("P(S|O) = %d\n", score); test_nodes_and_stuff(dag); ps_lattice_free(dag); ps_free(ps); cmd_ln_free_r(config); /* Now test standalone lattices. */ dag = ps_lattice_read(NULL, "goforward.lat"); TEST_ASSERT(dag); test_nodes_and_stuff(dag); ps_lattice_free(dag); /* Test stripping the unreachable nodes. */ dag = ps_lattice_read(NULL, DATADIR "/unreachable.lat"); TEST_ASSERT(dag); ps_lattice_delete_unreachable(dag); test_remaining_nodes(dag); ps_lattice_free(dag); return 0; } pocketsphinx-5prealpha/test/unit/test_fwdtree.c0000664000175000017500000000412212546074702017206 00000000000000#include #include #include #include #include "pocketsphinx_internal.h" #include "ngram_search_fwdtree.h" #include "test_macros.h" int main(int argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; acmod_t *acmod; ngram_search_t *ngs; clock_t c; int i; TEST_ASSERT(config = cmd_ln_init(NULL, ps_args(), TRUE, "-hmm", MODELDIR "/en-us/en-us", "-lm", MODELDIR "/en-us/en-us.lm.bin", "-dict", MODELDIR "/en-us/cmudict-en-us.dict", "-fwdtree", "yes", "-fwdflat", "no", "-bestpath", "no", "-input_endian", "little", "-samprate", "16000", NULL)); TEST_ASSERT(ps = ps_init(config)); ngs = (ngram_search_t *)ps->search; acmod = ps->acmod; setbuf(stdout, NULL); c = clock(); for (i = 0; i < 5; ++i) { FILE *rawfh; int16 buf[2048]; size_t nread; int16 const *bptr; int nfr; TEST_ASSERT(rawfh = fopen(DATADIR "/goforward.raw", "rb")); TEST_EQUAL(0, acmod_start_utt(acmod)); ngram_fwdtree_start(ngs); while (!feof(rawfh)) { nread = fread(buf, sizeof(*buf), 2048, rawfh); bptr = buf; while ((nfr = acmod_process_raw(acmod, &bptr, &nread, FALSE)) > 0) { while (acmod->n_feat_frame > 0) { ngram_fwdtree_search(ngs, acmod->output_frame); acmod_advance(acmod); } } } ngram_fwdtree_finish(ngs); printf("%s\n", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL))); TEST_ASSERT(acmod_end_utt(acmod) >= 0); fclose(rawfh); } TEST_EQUAL(0, strcmp("go forward ten meters", ngram_search_bp_hyp(ngs, ngram_search_find_exit(ngs, -1, NULL, NULL)))); c = clock() - c; printf("5 * fwdtree search in %.2f sec\n", (double)c / CLOCKS_PER_SEC); ps_free(ps); cmd_ln_free_r(config); return 0; } pocketsphinx-5prealpha/swig/0000775000175000017500000000000012560377662013446 500000000000000pocketsphinx-5prealpha/swig/pocketsphinx.i0000664000175000017500000001304412525174512016247 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2013 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ %define DOCSTRING "This documentation was automatically generated using original comments in Doxygen format. As some C types and data structures cannot be directly mapped into Python types, some non-trivial type conversion could have place. Basically a type is replaced with another one that has the closest match, and sometimes one argument of generated function comprises several arguments of the original function (usually two). Functions having error code as the return value and returning effective value in one of its arguments are transformed so that the effective value is returned in a regular fashion and run-time exception is being thrown in case of negative error code." %enddef #if SWIGJAVA %module PocketSphinx #else %module(docstring=DOCSTRING) pocketsphinx #endif %feature("autodoc", "1"); %include typemaps.i %include iterators.i %import sphinxbase.i #if SWIGPYTHON %include pybuffer.i #endif %{ typedef cmd_ln_t Config; typedef feat_t Feature; typedef fe_t FrontEnd; typedef fsg_model_t FsgModel; typedef logmath_t LogMath; typedef ngram_model_t NGramModel; typedef ngram_model_t NGramModelSet; %} #if SWIGPYTHON %begin %{ #include %} #endif %begin %{ #include typedef int bool; #define false 0 #define true 1 typedef ps_decoder_t Decoder; typedef ps_decoder_t SegmentList; typedef ps_decoder_t NBestList; typedef ps_lattice_t Lattice; %} %inline %{ // TODO: make private with %immutable typedef struct { char *hypstr; int best_score; int prob; } Hypothesis; typedef struct { char *word; int32 ascore; int32 lscore; int32 lback; int32 prob; int start_frame; int end_frame; } Segment; typedef struct { char *hypstr; int32 score; } NBest; %} sb_iterator(Segment, ps_seg, Segment) sb_iterator(NBest, ps_nbest, NBest) sb_iterable_java(SegmentList, Segment) sb_iterable_java(NBestList, NBest) typedef struct {} Decoder; typedef struct {} Lattice; typedef struct {} NBestList; typedef struct {} SegmentList; #ifdef HAS_DOC %include pydoc.i #endif %extend Hypothesis { Hypothesis(char const *hypstr, int best_score, int prob) { Hypothesis *h = ckd_malloc(sizeof *h); if (hypstr) h->hypstr = ckd_salloc(hypstr); else h->hypstr = NULL; h->best_score = best_score; h->prob = prob; return h; } ~Hypothesis() { if ($self->hypstr) ckd_free($self->hypstr); ckd_free($self); } } %extend Segment { static Segment* fromIter(ps_seg_t *itor) { Segment *seg; if (!itor) return NULL; seg = ckd_malloc(sizeof(Segment)); seg->word = ckd_salloc(ps_seg_word(itor)); seg->prob = ps_seg_prob(itor, &(seg->ascore), &(seg->lscore), &(seg->lback)); ps_seg_frames(itor, &seg->start_frame, &seg->end_frame); return seg; } ~Segment() { ckd_free($self->word); ckd_free($self); } } %extend NBest { static NBest* fromIter(ps_nbest_t *itor) { NBest *nbest; if (!itor) return NULL; nbest = ckd_malloc(sizeof(NBest)); nbest->hypstr = ckd_salloc(ps_nbest_hyp(itor, &(nbest->score))); return nbest; } %newobject hyp; Hypothesis* hyp() { return $self->hypstr ? new_Hypothesis($self->hypstr, $self->score, 0) : NULL; } ~NBest() { ckd_free($self->hypstr); ckd_free($self); } } %extend SegmentList { SegmentList(ps_decoder_t *ptr) { return ptr; } %newobject __iter__; SegmentIterator * __iter__() { int32 best_score; return new_SegmentIterator(ps_seg_iter($self, &best_score)); } } %extend NBestList { NBestList(ps_decoder_t *ptr) { return ptr; } %newobject __iter__; NBestIterator * __iter__() { return new_NBestIterator(ps_nbest_next(ps_nbest($self, 0, -1, NULL, NULL))); } } %include ps_decoder.i %include ps_lattice.i pocketsphinx-5prealpha/swig/Makefile.am0000664000175000017500000000012112504317105015374 00000000000000SUBDIRS = python EXTRA_DIST = \ pocketsphinx.i \ ps_decoder.i \ ps_lattice.i pocketsphinx-5prealpha/swig/python/0000775000175000017500000000000012560377662014767 500000000000000pocketsphinx-5prealpha/swig/python/test/0000775000175000017500000000000012560377662015746 500000000000000pocketsphinx-5prealpha/swig/python/test/fsg_test.py0000664000175000017500000000040212521207254020034 00000000000000#!/usr/bin/python import sys from sphinxbase.sphinxbase import LogMath from sphinxbase.sphinxbase import FsgModel lmath = LogMath() fsg = FsgModel("simple_grammar", lmath, 1.0, 10) fsg.word_add("hello") fsg.word_add("world") print (fsg.word_id("world")) pocketsphinx-5prealpha/swig/python/test/lattice_test.py0000664000175000017500000000472712546074710020726 00000000000000# ==================================================================== # Copyright (c) 2013 Carnegie Mellon University. All rights # reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # # This work was supported in part by funding from the Defense Advanced # Research Projects Agency and the National Science Foundation of the # United States of America, and the CMU Sphinx Speech Consortium. # # THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND # ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY # NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # # ==================================================================== from os import environ, path from pocketsphinx.pocketsphinx import * from sphinxbase.sphinxbase import * MODELDIR = "../../../model" DATADIR = "../../../test/data" # Create a decoder with certain model config = Decoder.default_config() config.set_string('-hmm', path.join(MODELDIR, 'en-us/en-us')) config.set_string('-lm', path.join(MODELDIR, 'en-us/en-us.lm.bin')) config.set_string('-dict', path.join(MODELDIR, 'en-us/cmudict-en-us.dict')) decoder = Decoder(config) decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt() decoder.get_lattice().write('goforward.lat') decoder.get_lattice().write_htk('goforward.htk') pocketsphinx-5prealpha/swig/python/test/Makefile.am0000664000175000017500000000020112504317105017673 00000000000000EXTRA_DIST = \ config_test.py \ decoder_test.py \ kws_test.py \ fsg_test.py \ jsgf_test.py \ lattice_test.py \ lm_test.py pocketsphinx-5prealpha/swig/python/test/decoder_test.py0000664000175000017500000000631512546074710020701 00000000000000# ==================================================================== # Copyright (c) 2013 Carnegie Mellon University. All rights # reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # # This work was supported in part by funding from the Defense Advanced # Research Projects Agency and the National Science Foundation of the # United States of America, and the CMU Sphinx Speech Consortium. # # THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND # ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY # NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # # ==================================================================== from os import environ, path from pocketsphinx.pocketsphinx import * from sphinxbase.sphinxbase import * MODELDIR = "../../../model" DATADIR = "../../../test/data" # Create a decoder with certain model config = Decoder.default_config() config.set_string('-hmm', path.join(MODELDIR, 'en-us/en-us')) config.set_string('-lm', path.join(MODELDIR, 'en-us/en-us.lm.bin')) config.set_string('-dict', path.join(MODELDIR, 'en-us/cmudict-en-us.dict')) # Decode streaming data. decoder = Decoder(config) print ("Pronunciation for word 'hello' is ", decoder.lookup_word("hello")) print ("Pronunciation for word 'abcdf' is ", decoder.lookup_word("abcdf")) decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt() hypothesis = decoder.hyp() print ('Best hypothesis: ', hypothesis.hypstr, " model score: ", hypothesis.best_score, " confidence: ", hypothesis.prob) print ('Best hypothesis segments: ', [seg.word for seg in decoder.seg()]) # Access N best decodings. print ('Best 10 hypothesis: ') for best, i in zip(decoder.nbest(), range(10)): print (best.hypstr, best.score) stream = open(path.join(DATADIR, 'goforward.mfc'), 'rb') stream.read(4) buf = stream.read(13780) decoder.start_utt() decoder.process_cep(buf, False, True) decoder.end_utt() hypothesis = decoder.hyp() print ('Best hypothesis: ', hypothesis.hypstr, " model score: ", hypothesis.best_score, " confidence: ", hypothesis.prob) pocketsphinx-5prealpha/swig/python/test/Makefile.in0000664000175000017500000003076612525147724017742 00000000000000# Makefile.in generated by automake 1.13.4 from Makefile.am. # @configure_input@ # Copyright (C) 1994-2013 Free Software Foundation, Inc. # This Makefile.in is free software; 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All rights # reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # # This work was supported in part by funding from the Defense Advanced # Research Projects Agency and the National Science Foundation of the # United States of America, and the CMU Sphinx Speech Consortium. # # THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND # ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY # NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # # ==================================================================== from os import environ, path from pocketsphinx.pocketsphinx import * from sphinxbase.sphinxbase import * MODELDIR = "../../../model" DATADIR = "../../../test/data" # Create a decoder with certain model config = Decoder.default_config() config.set_string('-hmm', path.join(MODELDIR, 'en-us/en-us')) config.set_string('-lm', path.join(MODELDIR, 'en-us/en-us.lm.bin')) config.set_string('-dict', path.join(DATADIR, 'defective.dic')) config.set_boolean('-mmap', False) decoder = Decoder(config) decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt() print ('Decoding with default settings:', decoder.hyp().hypstr) # Load "turtle" language model and decode again. lm = NGramModel(config, decoder.get_logmath(), path.join(DATADIR, 'turtle.lm.bin')) print (lm.prob(['you'])) print (lm.prob(['are','you'])) print (lm.prob(['you', 'are', 'what'])) print (lm.prob(['lost', 'are', 'you'])) decoder.set_lm('turtle', lm) decoder.set_search('turtle') decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt() print ('Decoding with "turtle" language:', decoder.hyp().hypstr) ## The word 'meters' isn't in the loaded dictionary. ## Let's add it manually. decoder.add_word('foobie', 'F UW B IY', False) decoder.add_word('meters', 'M IY T ER Z', True) decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt() print ('Decoding with customized language:', decoder.hyp().hypstr) pocketsphinx-5prealpha/swig/python/test/config_test.py0000664000175000017500000000532412521207233020527 00000000000000# ==================================================================== # Copyright (c) 2013 Carnegie Mellon University. All rights # reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # # This work was supported in part by funding from the Defense Advanced # Research Projects Agency and the National Science Foundation of the # United States of America, and the CMU Sphinx Speech Consortium. # # THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND # ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY # NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # # ==================================================================== from os import environ, path from pocketsphinx.pocketsphinx import * from sphinxbase.sphinxbase import * #some dumb test for checking during developent MODELDIR = "../../../model" config = Decoder.default_config() intval = 256 floatval = 8000.0 stringval = "~/pocketsphinx" boolval = True # Check values that was previously set. s = config.get_float("-samprate") print ("Float: ",floatval ," ", s) config.set_float("-samprate", floatval) s = config.get_float("-samprate") print ("Float: ",floatval ," ", s) s = config.get_int("-nfft") print ("Int:",intval, " ", s) config.set_int("-nfft", intval) s = config.get_int("-nfft") print ("Int:",intval, " ", s) s = config.get_string("-rawlogdir") print ("String:",stringval, " ", s) config.set_string("-rawlogdir", stringval) s = config.get_string("-rawlogdir") print ("String:",stringval, " ", s) s = config.get_boolean("-backtrace") print ("Boolean:", boolval, " ", s) config.set_boolean("-backtrace", boolval); s = config.get_boolean("-backtrace") print ("Boolean:", boolval, " ", s) pocketsphinx-5prealpha/swig/python/test/kws_test.py0000664000175000017500000000565112525217005020073 00000000000000# ==================================================================== # Copyright (c) 2013 Carnegie Mellon University. All rights # reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # # This work was supported in part by funding from the Defense Advanced # Research Projects Agency and the National Science Foundation of the # United States of America, and the CMU Sphinx Speech Consortium. # # THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND # ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY # NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # # ==================================================================== import sys, os from pocketsphinx.pocketsphinx import * from sphinxbase.sphinxbase import * modeldir = "../../../model" datadir = "../../../test/data" # Create a decoder with certain model config = Decoder.default_config() config.set_string('-hmm', os.path.join(modeldir, 'en-us/en-us')) config.set_string('-dict', os.path.join(modeldir, 'en-us/cmudict-en-us.dict')) config.set_string('-keyphrase', 'forward') config.set_float('-kws_threshold', 1e+20) # Open file to read the data stream = open(os.path.join(datadir, "goforward.raw"), "rb") # Alternatively you can read from microphone # import pyaudio # # p = pyaudio.PyAudio() # stream = p.open(format=pyaudio.paInt16, channels=1, rate=16000, input=True, frames_per_buffer=1024) # stream.start_stream() # Process audio chunk by chunk. On keyword detected perform action and restart search decoder = Decoder(config) decoder.start_utt() while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break if decoder.hyp() != None: print ([(seg.word, seg.prob, seg.start_frame, seg.end_frame) for seg in decoder.seg()]) print ("Detected keyword, restarting search") decoder.end_utt() decoder.start_utt() pocketsphinx-5prealpha/swig/python/test/jsgf_test.py0000664000175000017500000000577112546074710020232 00000000000000# ==================================================================== # Copyright (c) 2013 Carnegie Mellon University. All rights # reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # # 1. Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # # This work was supported in part by funding from the Defense Advanced # Research Projects Agency and the National Science Foundation of the # United States of America, and the CMU Sphinx Speech Consortium. # # THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND # ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY # NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # # ==================================================================== from os import environ, path from sys import stdout from pocketsphinx.pocketsphinx import * from sphinxbase.sphinxbase import * MODELDIR = "../../../model" DATADIR = "../../../test/data" # Create a decoder with certain model config = Decoder.default_config() config.set_string('-hmm', path.join(MODELDIR, 'en-us/en-us')) config.set_string('-lm', path.join(DATADIR, 'turtle.lm.bin')) config.set_string('-dict', path.join(DATADIR, 'turtle.dic')) decoder = Decoder(config) # Decode with lm decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt() print ('Decoding with "turtle" language:', decoder.hyp().hypstr) # Switch to JSGF grammar jsgf = Jsgf(path.join(DATADIR, 'goforward.gram')) rule = jsgf.get_rule('goforward.move2') fsg = jsgf.build_fsg(rule, decoder.get_logmath(), 7.5) fsg.writefile('goforward.fsg') decoder.set_fsg("goforward", fsg) decoder.set_search("goforward") decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt() print ('Decoding with "goforward" grammar:', decoder.hyp().hypstr) pocketsphinx-5prealpha/swig/python/Makefile.am0000664000175000017500000000160212525174512016730 00000000000000if BUILD_SWIG SUBDIRS = test SWIG_FLAGS = -I$(top_srcdir)/include -I@SPHINXBASE_SWIG@ SWIG_DIR = $(top_srcdir)/swig SWIG_FILES = \ $(SWIG_DIR)/pocketsphinx.i \ $(SWIG_DIR)/ps_decoder.i \ $(SWIG_DIR)/ps_lattice.i if BUILD_DOXYGEN SWIG_FLAGS += -DHAS_DOC -I$(top_builddir)/doc SWIG_FILES += $(top_builddir)/doc/pydoc.i endif CLEANFILES = pocketsphinx_wrap.c pocketsphinx.py pocketsphinx.pyc nodist_pkgpyexec_PYTHON = pocketsphinx.py pkgpyexec_PYTHON = __init__.py pkgpyexec_LTLIBRARIES = _pocketsphinx.la nodist__pocketsphinx_la_SOURCES = pocketsphinx_wrap.c AM_CFLAGS =\ $(PYTHON_CPPFLAGS) \ -I$(top_srcdir)/include \ -D_DATADIR=\"$(datadir)/@PACKAGE@\" _pocketsphinx_la_LDFLAGS = -module _pocketsphinx_la_LIBADD = \ -lsphinxbase \ $(top_builddir)/src/libpocketsphinx/libpocketsphinx.la pocketsphinx_wrap.c: $(SWIG_FILES) $(SWIG) $(SWIG_FLAGS) -outdir . -o $@ -python $< endif pocketsphinx-5prealpha/swig/python/Makefile.in0000664000175000017500000007417712525174536016770 00000000000000# Makefile.in generated by automake 1.13.4 from Makefile.am. # @configure_input@ # Copyright (C) 1994-2013 Free Software Foundation, Inc. # This Makefile.in is free software; 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indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2013 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ %extend Decoder { /* Following functions have no bindings: * ps_mllr_t *ps_update_mllr - requires * int ps_decode_senscr */ Decoder(int *errcode) { Decoder *d = ps_init(cmd_ln_init(NULL, ps_args(), FALSE, NULL)); *errcode = d ? 0 : -1; return d; } Decoder(Config *config, int *errcode) { Decoder *d = ps_init(config); *errcode = d ? 0 : -1; return d; } ~Decoder() { ps_free($self); } void reinit(Config *config, int *errcode) { *errcode = ps_reinit($self, config); } void load_dict( char const *fdict, char const *ffilter, char const *format, int *errcode) { *errcode = ps_load_dict($self, fdict, ffilter, format); } void save_dict(char const *dictfile, char const *format, int *errcode) { *errcode = ps_save_dict($self, dictfile, format); } void add_word(char const *word, char const *phones, int update, int *errcode) { *errcode = ps_add_word($self, word, phones, update); } %newobject lookup_word; char * lookup_word(const char *word) { return ps_lookup_word($self, word); } Lattice * get_lattice() { return ps_lattice_retain(ps_get_lattice($self)); } %newobject get_config; Config *get_config() { return cmd_ln_retain(ps_get_config($self)); } %newobject default_config; static Config *default_config() { return cmd_ln_parse_r(NULL, ps_args(), 0, NULL, FALSE); } %newobject file_config; static Config *file_config(char const * path) { return cmd_ln_parse_file_r(NULL, ps_args(), path, FALSE); } void start_stream(int *errcode) { *errcode = ps_start_stream($self); } void start_utt(int *errcode) { *errcode = ps_start_utt($self); } void end_utt(int *errcode) { *errcode = ps_end_utt($self); } #ifdef SWIGPYTHON %include %pybuffer_binary(const char* SDATA, size_t NSAMP); int process_raw(const char* SDATA, size_t NSAMP, bool no_search, bool full_utt, int *errcode) { NSAMP /= sizeof(int16); return *errcode = ps_process_raw($self, (int16 *)SDATA, NSAMP, no_search, full_utt); } int process_cep(const char *SDATA, size_t NSAMP, bool no_search, bool full_utt, int *errcode) { mfcc_t **feats; int ncep = fe_get_output_size(ps_get_fe($self)); NSAMP /= ncep * sizeof(mfcc_t); feats = ckd_calloc_2d(NSAMP, ncep, sizeof(mfcc_t)); memcpy(feats[0], SDATA, NSAMP * ncep * sizeof(mfcc_t)); *errcode = ps_process_cep($self, feats, NSAMP, no_search, full_utt); ckd_free_2d(feats); return *errcode; } #else int process_raw(const int16 *SDATA, size_t NSAMP, bool no_search, bool full_utt, int *errcode) { return *errcode = ps_process_raw($self, SDATA, NSAMP, no_search, full_utt); } #endif #ifdef SWIGJAVA // Not sure how to properly return binary buffer in python yet (python3 is also an issue) void set_rawdata_size(size_t size) { ps_set_rawdata_size($self, size); } int16 *get_rawdata(int32 *RAWDATA_SIZE) { int16 *result; ps_get_rawdata($self, &result, RAWDATA_SIZE); return result; } #endif %newobject hyp; Hypothesis * hyp() { char const *hyp; int32 best_score, prob; hyp = ps_get_hyp($self, &best_score); if (hyp) prob = ps_get_prob($self); return hyp ? new_Hypothesis(hyp, best_score, prob) : NULL; } FrontEnd * get_fe() { return ps_get_fe($self); } Feature * get_feat() { return ps_get_feat($self); } bool get_in_speech() { return ps_get_in_speech($self); } FsgModel * get_fsg(const char *name) { return fsg_model_retain(ps_get_fsg($self, name)); } void set_fsg(const char *name, FsgModel *fsg, int *errcode) { *errcode = ps_set_fsg($self, name, fsg); } void set_jsgf_file(const char *name, const char *path, int *errcode) { *errcode = ps_set_jsgf_file($self, name, path); } void set_jsgf_string(const char *name, const char *jsgf_string, int *errcode) { *errcode = ps_set_jsgf_string($self, name, jsgf_string); } const char * get_kws(const char *name) { return ps_get_kws($self, name); } void set_kws(const char *name, const char *keyfile, int *errcode) { *errcode = ps_set_kws($self, name, keyfile); } void set_keyphrase(const char *name, const char *keyphrase, int *errcode) { *errcode = ps_set_keyphrase($self, name, keyphrase); } void set_allphone_file(const char *name, const char *lmfile, int *errcode) { *errcode = ps_set_allphone_file($self, name, lmfile); } %newobject get_lm; NGramModel * get_lm(const char *name) { return ngram_model_retain(ps_get_lm($self, name)); } void set_lm(const char *name, NGramModel *lm, int *errcode) { *errcode = ps_set_lm($self, name, lm); } void set_lm_file(const char *name, const char *path, int *errcode) { *errcode = ps_set_lm_file($self, name, path); } %newobject get_logmath; LogMath * get_logmath() { return logmath_retain(ps_get_logmath($self)); } void set_search(const char *search_name, int *errcode) { *errcode = ps_set_search($self, search_name); } const char * get_search() { return ps_get_search($self); } int n_frames() { return ps_get_n_frames($self); } SegmentList *seg() { return $self; } NBestList *nbest() { return $self; } } pocketsphinx-5prealpha/swig/ps_lattice.i0000664000175000017500000000437712504317105015662 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2013 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ %extend Lattice { Lattice(const char *path) { return ps_lattice_read(NULL, path); } Lattice(Decoder *decoder, char *path) { return ps_lattice_read(decoder, path); } ~Lattice() { ps_lattice_free($self); } void write(char const *path, int *errcode) { *errcode = ps_lattice_write($self, path); } void write_htk(char const *path, int *errcode) { *errcode = ps_lattice_write_htk($self, path); } } pocketsphinx-5prealpha/win32/0000775000175000017500000000000012560377662013437 500000000000000pocketsphinx-5prealpha/win32/pocketsphinx_mdef_convert/0000775000175000017500000000000012560377662020711 500000000000000pocketsphinx-5prealpha/win32/pocketsphinx_mdef_convert/pocketsphinx_mdef_convert.vcxproj0000775000175000017500000001123712504317656027522 00000000000000 Debug Win32 Release Win32 Debug x64 Release x64 {94001a0e-a837-445c-8004-f918f10d0226} {4FB65800-11B8-46BD-95B8-6E4F73BDAD91} Win32Proj pocketsphinx_mdef_convert Application false MultiByte v110 Win32 X64 MachineX64 MachineX86 $(SolutionDir)\bin\$(Configuration)\$(Platform)\ $(Configuration)\$(Platform)\ false Level3 Disabled _DEBUG;_CONSOLE;%(PreprocessorDefinitions) ../../include;../../../sphinxbase/include;../../../sphinxbase/include/win32;../../src/libpocketsphinx;%(AdditionalIncludeDirectories) Console true sphinxbase.lib;pocketsphinx.lib;%(AdditionalDependencies) $(SolutionDir)/bin/$(Configuration)/$(Platform)/pocketsphinx_mdef_convert.exe ..\..\..\sphinxbase\bin\$(Configuration)\$(Platform);..\..\bin\$(Configuration)\$(Platform);%(AdditionalLibraryDirectories) false Level3 MaxSpeed true true NDEBUG;_CONSOLE;%(PreprocessorDefinitions) ../../include;../../../sphinxbase/include;../../../sphinxbase/include/win32;../../src/libpocketsphinx;%(AdditionalIncludeDirectories) Console true true true pocketsphinx-5prealpha/win32/pocketsphinx_continuous/0000775000175000017500000000000012560377662020444 500000000000000pocketsphinx-5prealpha/win32/pocketsphinx_continuous/pocketsphinx_continuous.vcxproj0000775000175000017500000001756312504317656027020 00000000000000 Debug Win32 Release Win32 Debug x64 Release x64 {1380AF76-C926-44D0-8002-06C228AC869A} pocketsphinx_continuous Application false v110 MultiByte Win32 X64 MachineX64 MachineX86 $(SolutionDir)\bin\$(Configuration)\$(Platform)\ $(Configuration)\$(Platform)\ false $(SolutionDir)\bin\$(Configuration)\$(Platform)/pocketsphinx_continuous.tlb Disabled ../../include;../../../sphinxbase/include;../../../sphinxbase/include/win32;../../src/libpocketsphinx;%(AdditionalIncludeDirectories) _DEBUG;_CONSOLE;_CRT_SECURE_NO_WARNINGS;AD_BACKEND_WIN32;HAVE_CONFIG_H;%(PreprocessorDefinitions) true EnableFastChecks MultiThreadedDebugDLL .\$(Configuration)\$(Platform)/pocketsphinx_continuous.pch .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ Level3 true EditAndContinue _DEBUG;%(PreprocessorDefinitions) 0x0409 sphinxbase.lib;winmm.lib;pocketsphinx.lib;%(AdditionalDependencies) $(SolutionDir)\bin\$(Configuration)\$(Platform)\pocketsphinx_continuous.exe true ..\..\..\sphinxbase\bin\$(Configuration)\$(Platform);..\..\bin\$(Configuration)\$(Platform);%(AdditionalLibraryDirectories) true $(SolutionDir)\bin\$(Configuration)\$(Platform)/pocketsphinx_continuous.pdb Console false $(MachineArch) false true $(SolutionDir)\bin\$(Configuration)\$(Platform)/pocketsphinx_continuous.bsc $(SolutionDir)\bin\$(Configuration)\$(Platform)/pocketsphinx_continuous.tlb MaxSpeed OnlyExplicitInline ../../include;../../../sphinxbase/include;../../../sphinxbase/include/win32;../../src/libpocketsphinx;%(AdditionalIncludeDirectories) NDEBUG;_CONSOLE;AD_BACKEND_WIN32;_CRT_SECURE_NO_WARNINGS;HAVE_CONFIG_H;%(PreprocessorDefinitions) true MultiThreadedDLL true .\$(Configuration)\$(Platform)/pocketsphinx_continuous.pch .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ Level3 true NDEBUG;%(PreprocessorDefinitions) 0x0409 sphinxbase.lib;winmm.lib;%(AdditionalDependencies) $(SolutionDir)\bin\$(Configuration)\$(Platform)\pocketsphinx_continuous.exe true ..\..\..\sphinxbase\bin\$(Configuration)\$(Platform);%(AdditionalLibraryDirectories) $(SolutionDir)\bin\$(Configuration)\$(Platform)/pocketsphinx_continuous.pdb Console false $(MachineArch) true $(SolutionDir)\bin\$(Configuration)\$(Platform)/pocketsphinx_continuous.bsc {94001a0e-a837-445c-8004-f918f10d0226} pocketsphinx-5prealpha/win32/pocketsphinx/0000775000175000017500000000000012560377662016156 500000000000000pocketsphinx-5prealpha/win32/pocketsphinx/pocketsphinx.vcxproj.filters0000775000175000017500000001030312504317104023660 00000000000000 pocketsphinx-5prealpha/win32/pocketsphinx/pocketsphinx.vcxproj0000775000175000017500000002775212504317656022245 00000000000000 Debug Win32 Release Win32 Debug x64 Release x64 {94001A0E-A837-445C-8004-F918F10D0226} pocketsphinx DynamicLibrary false MultiByte v110 Win32 X64 MachineX64 MachineX86 $(SolutionDir)\bin\$(Configuration)\$(Platform)\ $(Configuration)\$(Platform)\ false NDEBUG;%(PreprocessorDefinitions) true true $(TargetEnv) .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.tlb MaxSpeed OnlyExplicitInline ../../include;../../src/libpocketsphinx;../../../sphinxbase/include;../../../sphinxbase/include/win32;%(AdditionalIncludeDirectories) NDEBUG;_USRDLL;POCKETSPHINX_EXPORTS;HAVE_CONFIG_H;_CRT_SECURE_NO_DEPRECATE;%(PreprocessorDefinitions) true MultiThreadedDLL true .\$(Configuration)\$(Platform)/pocketsphinx.pch .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ Level3 true NDEBUG;%(PreprocessorDefinitions) 0x0409 sphinxbase.lib;winmm.lib;%(AdditionalDependencies) ..\..\bin\$(Configuration)\$(Platform)\pocketsphinx.dll true ..\..\..\sphinxbase\bin\$(Configuration)\$(Platform);%(AdditionalLibraryDirectories) ..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.pdb false ..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.lib $(MachineArch) true .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.bsc _DEBUG;%(PreprocessorDefinitions) true true $(TargetEnv) .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.tlb Disabled ../../include;../../src/libpocketsphinx;../../../sphinxbase/include;../../../sphinxbase/include/win32;%(AdditionalIncludeDirectories) _DEBUG;_USRDLL;POCKETSPHINX_EXPORTS;HAVE_CONFIG_H;_CRT_SECURE_NO_DEPRECATE;%(PreprocessorDefinitions) true EnableFastChecks MultiThreadedDebugDLL .\$(Configuration)\$(Platform)/pocketsphinx.pch .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ Level3 true EditAndContinue _DEBUG;%(PreprocessorDefinitions) 0x0409 sphinxbase.lib;winmm.lib;%(AdditionalDependencies) ../../bin/$(Configuration)/$(Platform)/pocketsphinx.dll true ..\..\..\sphinxbase\bin\$(Configuration)\$(Platform);%(AdditionalLibraryDirectories) true ..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.pdb false ..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.lib $(MachineArch) false true .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx.bsc pocketsphinx-5prealpha/win32/pocketsphinx_batch/0000775000175000017500000000000012560377662017317 500000000000000pocketsphinx-5prealpha/win32/pocketsphinx_batch/pocketsphinx_batch.vcxproj0000775000175000017500000001734112504317656024540 00000000000000 Debug Win32 Release Win32 Debug x64 Release x64 {CB47D94B-2F84-41BC-A3C4-A1EBDCDE922A} pocketsphinx_batch Application false MultiByte v110 Win32 X64 MachineX64 MachineX86 $(SolutionDir)\bin\$(Configuration)\$(Platform)\ $(Configuration)\$(Platform)\ false .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx_batch.tlb MaxSpeed OnlyExplicitInline ../../include;../../../sphinxbase/include;../../../sphinxbase/include/win32;../../src/libpocketsphinx;%(AdditionalIncludeDirectories) NDEBUG;_CONSOLE;_CRT_SECURE_NO_WARNINGS;HAVE_CONFIG_H;%(PreprocessorDefinitions) true MultiThreadedDLL true .\$(Configuration)\$(Platform)/pocketsphinx_batch.pch .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ Level3 true NDEBUG;%(PreprocessorDefinitions) 0x0409 sphinxbase.lib;winmm.lib;%(AdditionalDependencies) ..\..\bin\$(Configuration)\$(Platform)\pocketsphinx_batch.exe true ..\..\..\sphinxbase\bin\$(Configuration)\$(Platform);%(AdditionalLibraryDirectories) ..\..\bin\$(Configuration)\$(Platform)/pocketsphinx_batch.pdb Console false $(MachineArch) true .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx_batch.bsc .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx_batch.tlb Disabled ../../include;../../../sphinxbase/include;../../../sphinxbase/include/win32;../../src/libpocketsphinx;%(AdditionalIncludeDirectories) _DEBUG;_CONSOLE;HAVE_CONFIG_H;_CRT_SECURE_NO_WARNINGS;%(PreprocessorDefinitions) true EnableFastChecks MultiThreadedDebugDLL .\$(Configuration)\$(Platform)/pocketsphinx_batch.pch .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ .\$(Configuration)\$(Platform)/ Level3 true EditAndContinue _DEBUG;%(PreprocessorDefinitions) 0x0409 sphinxbase.lib;winmm.lib;pocketsphinx.lib;%(AdditionalDependencies) ../../bin/$(Configuration)/$(Platform)/pocketsphinx_batch.exe true ..\..\..\sphinxbase\bin\$(Configuration)\$(Platform);..\..\bin\$(Configuration)\$(Platform);%(AdditionalLibraryDirectories) true ..\..\bin\$(Configuration)\$(Platform)/pocketsphinx_batch.pdb Console false $(MachineArch) false true .\..\..\..\bin\$(Configuration)\$(Platform)/pocketsphinx_batch.bsc {94001a0e-a837-445c-8004-f918f10d0226} pocketsphinx-5prealpha/pocketsphinx.pc.in0000664000175000017500000000071112504317100016037 00000000000000prefix=@prefix@ exec_prefix=@exec_prefix@ libdir=@libdir@ includedir=@includedir@ libs=@LIBS@ datarootdir=@datarootdir@ modeldir=@datadir@/@PACKAGE@/model Name: PocketSphinx Description: Lightweight speech recognition system Version: @VERSION@ URL: http://cmusphinx.sourceforge.net/ Requires: sphinxbase >= @VERSION@ Libs: -L${libdir} -lpocketsphinx Libs.private: ${libs} -lm Cflags: -I${includedir} -I${includedir}/sphinxbase -I${includedir}/pocketsphinx pocketsphinx-5prealpha/include/0000775000175000017500000000000012560377662014120 500000000000000pocketsphinx-5prealpha/include/ps_lattice.h0000664000175000017500000003220312504317077016330 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_lattice.h Word graph search */ #ifndef __PS_LATTICE_H__ #define __PS_LATTICE_H__ /* SphinxBase headers. */ #include #include /* PocketSphinx headers. */ #include /** * Word graph structure used in bestpath/nbest search. */ typedef struct ps_lattice_s ps_lattice_t; /** * DAG nodes. * * A node corresponds to a number of hypothesized instances of a word * which all share the same starting point. */ typedef struct ps_latnode_s ps_latnode_t; /** * Iterator over DAG nodes. */ typedef struct ps_latnode_s ps_latnode_iter_t; /* pay no attention to the man behind the curtain */ /** * Links between DAG nodes. * * A link corresponds to a single hypothesized instance of a word with * a given start and end point. */ typedef struct ps_latlink_s ps_latlink_t; /** * Iterator over DAG links. */ typedef struct latlink_list_s ps_latlink_iter_t; /* Forward declaration needed to avoid circular includes */ struct ps_decoder_s; /** * Read a lattice from a file on disk. * * @param ps Decoder to use for processing this lattice, or NULL. * @param file Path to lattice file. * @return Newly created lattice, or NULL for failure. */ POCKETSPHINX_EXPORT ps_lattice_t *ps_lattice_read(struct ps_decoder_s *ps, char const *file); /** * Retain a lattice. * * This function retains ownership of a lattice for the caller, * preventing it from being freed automatically. You must call * ps_lattice_free() to free it after having called this function. * * @return pointer to the retained lattice. */ POCKETSPHINX_EXPORT ps_lattice_t *ps_lattice_retain(ps_lattice_t *dag); /** * Free a lattice. * * @return new reference count (0 if dag was freed) */ POCKETSPHINX_EXPORT int ps_lattice_free(ps_lattice_t *dag); /** * Write a lattice to disk. * * @return 0 for success, <0 on failure. */ POCKETSPHINX_EXPORT int ps_lattice_write(ps_lattice_t *dag, char const *filename); /** * Write a lattice to disk in HTK format * * @return 0 for success, <0 on failure. */ POCKETSPHINX_EXPORT int ps_lattice_write_htk(ps_lattice_t *dag, char const *filename); /** * Get the log-math computation object for this lattice * * @return The log-math object for this lattice. The lattice retains * ownership of this pointer, so you should not attempt to * free it manually. Use logmath_retain() if you wish to * reuse it elsewhere. */ POCKETSPHINX_EXPORT logmath_t *ps_lattice_get_logmath(ps_lattice_t *dag); /** * Start iterating over nodes in the lattice. * * @note No particular order of traversal is guaranteed, and you * should not depend on this. * * @param dag Lattice to iterate over. * @return Iterator over lattice nodes. */ POCKETSPHINX_EXPORT ps_latnode_iter_t *ps_latnode_iter(ps_lattice_t *dag); /** * Move to next node in iteration. * @param itor Node iterator. * @return Updated node iterator, or NULL if finished */ POCKETSPHINX_EXPORT ps_latnode_iter_t *ps_latnode_iter_next(ps_latnode_iter_t *itor); /** * Stop iterating over nodes. * @param itor Node iterator. */ POCKETSPHINX_EXPORT void ps_latnode_iter_free(ps_latnode_iter_t *itor); /** * Get node from iterator. */ POCKETSPHINX_EXPORT ps_latnode_t *ps_latnode_iter_node(ps_latnode_iter_t *itor); /** * Get start and end time range for a node. * * @param node Node inquired about. * @param out_fef Output: End frame of first exit from this node. * @param out_lef Output: End frame of last exit from this node. * @return Start frame for all edges exiting this node. */ POCKETSPHINX_EXPORT int ps_latnode_times(ps_latnode_t *node, int16 *out_fef, int16 *out_lef); /** * Get word string for this node. * * @param dag Lattice to which node belongs. * @param node Node inquired about. * @return Word string for this node (possibly a pronunciation variant). */ POCKETSPHINX_EXPORT char const *ps_latnode_word(ps_lattice_t *dag, ps_latnode_t *node); /** * Get base word string for this node. * * @param dag Lattice to which node belongs. * @param node Node inquired about. * @return Base word string for this node. */ POCKETSPHINX_EXPORT char const *ps_latnode_baseword(ps_lattice_t *dag, ps_latnode_t *node); /** * Iterate over exits from this node. * * @param node Node inquired about. * @return Iterator over exit links from this node. */ POCKETSPHINX_EXPORT ps_latlink_iter_t *ps_latnode_exits(ps_latnode_t *node); /** * Iterate over entries to this node. * * @param node Node inquired about. * @return Iterator over entry links to this node. */ POCKETSPHINX_EXPORT ps_latlink_iter_t *ps_latnode_entries(ps_latnode_t *node); /** * Get best posterior probability and associated acoustic score from a lattice node. * * @param dag Lattice to which node belongs. * @param node Node inquired about. * @param out_link Output: exit link with highest posterior probability * @return Posterior probability of the best link exiting this node. * Log is expressed in the log-base used in the decoder. To * convert to linear floating-point, use * logmath_exp(ps_lattice_get_logmath(), pprob). */ POCKETSPHINX_EXPORT int32 ps_latnode_prob(ps_lattice_t *dag, ps_latnode_t *node, ps_latlink_t **out_link); /** * Get next link from a lattice link iterator. * * @param itor Iterator. * @return Updated iterator, or NULL if finished. */ POCKETSPHINX_EXPORT ps_latlink_iter_t *ps_latlink_iter_next(ps_latlink_iter_t *itor); /** * Stop iterating over links. * @param itor Link iterator. */ POCKETSPHINX_EXPORT void ps_latlink_iter_free(ps_latlink_iter_t *itor); /** * Get link from iterator. */ POCKETSPHINX_EXPORT ps_latlink_t *ps_latlink_iter_link(ps_latlink_iter_t *itor); /** * Get start and end times from a lattice link. * * @note these are inclusive - i.e. the last frame of * this word is ef, not ef-1. * * @param link Link inquired about. * @param out_sf Output: (optional) start frame of this link. * @return End frame of this link. */ POCKETSPHINX_EXPORT int ps_latlink_times(ps_latlink_t *link, int16 *out_sf); /** * Get destination and source nodes from a lattice link * * @param link Link inquired about * @param out_src Output: (optional) source node. * @return destination node */ POCKETSPHINX_EXPORT ps_latnode_t *ps_latlink_nodes(ps_latlink_t *link, ps_latnode_t **out_src); /** * Get word string from a lattice link. * * @param dag Lattice to which node belongs. * @param link Link inquired about * @return Word string for this link (possibly a pronunciation variant). */ POCKETSPHINX_EXPORT char const *ps_latlink_word(ps_lattice_t *dag, ps_latlink_t *link); /** * Get base word string from a lattice link. * * @param dag Lattice to which node belongs. * @param link Link inquired about * @return Base word string for this link */ POCKETSPHINX_EXPORT char const *ps_latlink_baseword(ps_lattice_t *dag, ps_latlink_t *link); /** * Get predecessor link in best path. * * @param link Link inquired about * @return Best previous link from bestpath search, if any. Otherwise NULL */ POCKETSPHINX_EXPORT ps_latlink_t *ps_latlink_pred(ps_latlink_t *link); /** * Get acoustic score and posterior probability from a lattice link. * * @param dag Lattice to which node belongs. * @param link Link inquired about * @param out_ascr Output: (optional) acoustic score. * @return Posterior probability for this link. Log is expressed in * the log-base used in the decoder. To convert to linear * floating-point, use logmath_exp(ps_lattice_get_logmath(), pprob). */ POCKETSPHINX_EXPORT int32 ps_latlink_prob(ps_lattice_t *dag, ps_latlink_t *link, int32 *out_ascr); /** * Create a directed link between "from" and "to" nodes, but if a link already exists, * choose one with the best link_scr. */ POCKETSPHINX_EXPORT void ps_lattice_link(ps_lattice_t *dag, ps_latnode_t *from, ps_latnode_t *to, int32 score, int32 ef); /** * Start a forward traversal of edges in a word graph. * * @note A keen eye will notice an inconsistency in this API versus * other types of iterators in PocketSphinx. The reason for this is * that the traversal algorithm is much more efficient when it is able * to modify the lattice structure. Therefore, to avoid giving the * impression that multiple traversals are possible at once, no * separate iterator structure is provided. * * @param dag Lattice to be traversed. * @param start Start node (source) of traversal. * @param end End node (goal) of traversal. * @return First link in traversal. */ POCKETSPHINX_EXPORT ps_latlink_t *ps_lattice_traverse_edges(ps_lattice_t *dag, ps_latnode_t *start, ps_latnode_t *end); /** * Get the next link in forward traversal. * * @param dag Lattice to be traversed. * @param end End node (goal) of traversal. * @return Next link in traversal. */ POCKETSPHINX_EXPORT ps_latlink_t *ps_lattice_traverse_next(ps_lattice_t *dag, ps_latnode_t *end); /** * Start a reverse traversal of edges in a word graph. * * @note See ps_lattice_traverse_edges() for why this API is the way it is. * * @param dag Lattice to be traversed. * @param start Start node (goal) of traversal. * @param end End node (source) of traversal. * @return First link in traversal. */ POCKETSPHINX_EXPORT ps_latlink_t *ps_lattice_reverse_edges(ps_lattice_t *dag, ps_latnode_t *start, ps_latnode_t *end); /** * Get the next link in reverse traversal. * * @param dag Lattice to be traversed. * @param start Start node (goal) of traversal. * @return Next link in traversal. */ POCKETSPHINX_EXPORT ps_latlink_t *ps_lattice_reverse_next(ps_lattice_t *dag, ps_latnode_t *start); /** * Do N-Gram based best-path search on a word graph. * * This function calculates both the best path as well as the forward * probability used in confidence estimation. * * @return Final link in best path, NULL on error. */ POCKETSPHINX_EXPORT ps_latlink_t *ps_lattice_bestpath(ps_lattice_t *dag, ngram_model_t *lmset, float32 lwf, float32 ascale); /** * Calculate link posterior probabilities on a word graph. * * This function assumes that bestpath search has already been done. * * @return Posterior probability of the utterance as a whole. */ POCKETSPHINX_EXPORT int32 ps_lattice_posterior(ps_lattice_t *dag, ngram_model_t *lmset, float32 ascale); /** * Prune all links (and associated nodes) below a certain posterior probability. * * This function assumes that ps_lattice_posterior() has already been called. * * @param beam Minimum posterior probability for links. This is * expressed in the log-base used in the decoder. To convert * from linear floating-point, use * logmath_log(ps_lattice_get_logmath(), prob). * @return number of arcs removed. */ POCKETSPHINX_EXPORT int32 ps_lattice_posterior_prune(ps_lattice_t *dag, int32 beam); #ifdef NOT_IMPLEMENTED_YET /** * Expand lattice using an N-gram language model. * * This function expands the lattice such that each node represents a * unique N-gram history, and adds language model scores to the links. */ POCKETSPHINX_EXPORT int32 ps_lattice_ngram_expand(ps_lattice_t *dag, ngram_model_t *lm); #endif /** * Get the number of frames in the lattice. * * @param dag The lattice in question. * @return Number of frames in this lattice. */ POCKETSPHINX_EXPORT int ps_lattice_n_frames(ps_lattice_t *dag); #endif /* __PS_LATTICE_H__ */ pocketsphinx-5prealpha/include/pocketsphinx_export.h0000664000175000017500000000101012504317077020311 00000000000000#ifndef __POCKETSPHINX_EXPORT_H__ #define __POCKETSPHINX_EXPORT_H__ /* Win32/WinCE DLL gunk */ #if (defined(_WIN32) || defined(_WIN32_WCE)) && !defined(_WIN32_WP) && !defined(__MINGW32__) && !defined(__CYGWIN__) && !defined(__WINSCW__) && !defined(__SYMBIAN32__) #ifdef POCKETSPHINX_EXPORTS /* Visual Studio */ #define POCKETSPHINX_EXPORT __declspec(dllexport) #else #define POCKETSPHINX_EXPORT __declspec(dllimport) #endif #else /* !_WIN32 */ #define POCKETSPHINX_EXPORT #endif #endif /* __POCKETSPHINX_EXPORT_H__ */ pocketsphinx-5prealpha/include/ps_search.h0000664000175000017500000002116712533621347016157 00000000000000/* -*- c-basic-offset:4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2014 Alpha Cephei Inc.. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY ALPHA CEPHEI INC. ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_search.h User can configure several "search" objects with * different grammars and langauge models and switch them in runtime to * provide interactive experience for the user. * * There are different possible search modes: * *

* * Each search has a name and can be referenced by a name, names are * application-specific. The function ps_set_search allows to activate * the search previously added by a name. Only single search can be * activated at time. * * To add the search one needs to point to the grammar/language model * describing the search. The location of the grammar is specific to the * application. * * The exact design of a searches depends on your application. For * example, you might want to listen for activation keyword first and once * keyword is recognized switch to ngram search to recognize actual * command. Once you recognized the command you can switch to grammar * search to recognize the confirmation and then switch back to keyword listening * mode to wait for another command. * * If only a simple recognition is required it is sufficient to add a single search or * just configure the required mode with configuration options. */ #ifndef __PS_SEARCH_H__ #define __PS_SEARCH_H__ #ifdef __cplusplus extern "C" { #endif #include #include /** * PocketSphinx search iterator. */ typedef struct ps_search_iter_s ps_search_iter_t; /** * Actives search with the provided name. * * Activates search with the provided name. The search must be added before * using either ps_set_fsg(), ps_set_lm() or ps_set_kws(). * * @return 0 on success, -1 on failure */ POCKETSPHINX_EXPORT int ps_set_search(ps_decoder_t *ps, const char *name); /** * Returns name of curent search in decoder * * @see ps_set_search */ POCKETSPHINX_EXPORT const char* ps_get_search(ps_decoder_t *ps); /** * Unsets the search and releases related resources. * * Unsets the search previously added with * using either ps_set_fsg(), ps_set_lm() or ps_set_kws(). * * @see ps_set_fsg * @see ps_set_lm * @see ps_set_kws */ POCKETSPHINX_EXPORT int ps_unset_search(ps_decoder_t *ps, const char *name); /** * Returns iterator over current searches * * @see ps_set_search */ POCKETSPHINX_EXPORT ps_search_iter_t *ps_search_iter(ps_decoder_t *ps); /** * Updates search iterator to point to the next position. * * This function automatically frees the iterator object upon reaching * the final entry. * @see ps_set_search */ POCKETSPHINX_EXPORT ps_search_iter_t *ps_search_iter_next(ps_search_iter_t *itor); /** * Retrieves the name of the search the iterator points to. * * @see ps_set_search */ POCKETSPHINX_EXPORT const char* ps_search_iter_val(ps_search_iter_t *itor); /** * Delete an unfinished search iterator * * @see ps_set_search */ POCKETSPHINX_EXPORT void ps_search_iter_free(ps_search_iter_t *itor); /** * Updates search iterator to point to the next position. * * This function automatically frees the iterator object upon reaching * the final entry. * @see ps_set_search */ POCKETSPHINX_EXPORT const char* ps_search_iter_val(ps_search_iter_t *itor); /** * Get the language model set object for this decoder. * * If N-Gram decoding is not enabled, this will return NULL. You will * need to enable it using ps_set_lmset(). * * @return The language model set object for this decoder. The * decoder retains ownership of this pointer, so you should * not attempt to free it manually. Use ngram_model_retain() * if you wish to reuse it elsewhere. */ POCKETSPHINX_EXPORT ngram_model_t *ps_get_lm(ps_decoder_t *ps, const char *name); /** * Adds new search based on N-gram language model. * * Associates N-gram search with the provided name. The search can be activated * using ps_set_search(). * * @see ps_set_search. */ POCKETSPHINX_EXPORT int ps_set_lm(ps_decoder_t *ps, const char *name, ngram_model_t *lm); /** * Adds new search based on N-gram language model. * * Convenient method to load N-gram model and create a search. * * @see ps_set_lm */ POCKETSPHINX_EXPORT int ps_set_lm_file(ps_decoder_t *ps, const char *name, const char *path); /** * Get the finite-state grammar set object for this decoder. * * If FSG decoding is not enabled, this returns NULL. Call * ps_set_fsgset() to enable it. * * @return The current FSG set object for this decoder, or * NULL if none is available. */ POCKETSPHINX_EXPORT fsg_model_t *ps_get_fsg(ps_decoder_t *ps, const char *name); /** * Adds new search based on finite state grammar. * * Associates FSG search with the provided name. The search can be activated * using ps_set_search(). * * @see ps_set_search */ POCKETSPHINX_EXPORT int ps_set_fsg(ps_decoder_t *ps, const char *name, fsg_model_t *fsg); /** * Adds new search using JSGF model. * * Convenient method to load JSGF model and create a search. * * @see ps_set_fsg */ POCKETSPHINX_EXPORT int ps_set_jsgf_file(ps_decoder_t *ps, const char *name, const char *path); /** * Adds new search using JSGF model. * * Convenience method to parse JSGF model from string and create a search. * * @see ps_set_fsg */ POCKETSPHINX_EXPORT int ps_set_jsgf_string(ps_decoder_t *ps, const char *name, const char *jsgf_string); /** * Get the current Key phrase to spot * * If KWS is not enabled, this returns NULL. Call * ps_update_kws() to enable it. * * @return The current keyphrase to spot */ POCKETSPHINX_EXPORT const char* ps_get_kws(ps_decoder_t *ps, const char *name); /** * Adds keywords from a file to spotting * * Associates KWS search with the provided name. The search can be activated * using ps_set_search(). * * @see ps_set_search */ POCKETSPHINX_EXPORT int ps_set_kws(ps_decoder_t *ps, const char *name, const char *keyfile); /** * Adds new keyword to spot * * Associates KWS search with the provided name. The search can be activated * using ps_set_search(). * * @see ps_set_search */ POCKETSPHINX_EXPORT int ps_set_keyphrase(ps_decoder_t *ps, const char *name, const char *keyphrase); /** * Adds new search based on phone N-gram language model. * * Associates N-gram search with the provided name. The search can be activated * using ps_set_search(). * * @see ps_set_search. */ POCKETSPHINX_EXPORT int ps_set_allphone(ps_decoder_t *ps, const char *name, ngram_model_t *lm); /** * Adds new search based on phone N-gram language model. * * Convenient method to load N-gram model and create a search. * * @see ps_set_allphone */ POCKETSPHINX_EXPORT int ps_set_allphone_file(ps_decoder_t *ps, const char *name, const char *path); #ifdef __cplusplus } #endif #endif /* __PS_SEARCH_H__ */ pocketsphinx-5prealpha/include/pocketsphinx.h0000664000175000017500000005240612535637372016736 00000000000000/* -*- c-basic-offset:4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file pocketsphinx.h Main header file for the PocketSphinx decoder. */ #ifndef __POCKETSPHINX_H__ #define __POCKETSPHINX_H__ #ifdef __cplusplus extern "C" { #endif #if 0 } #endif /* System headers we need. */ #include /* SphinxBase headers we need. */ #include #include #include #include /* PocketSphinx headers (not many of them!) */ #include #include #include #include /** * PocketSphinx speech recognizer object. */ typedef struct ps_decoder_s ps_decoder_t; #include /** * PocketSphinx N-best hypothesis iterator object. */ typedef struct ps_astar_s ps_nbest_t; /** * PocketSphinx segmentation iterator object. */ typedef struct ps_seg_s ps_seg_t; /** * Sets default grammar and language model if they are not set explicitly and * are present in the default search path. */ POCKETSPHINX_EXPORT void ps_default_search_args(cmd_ln_t *); /** * Initialize the decoder from a configuration object. * * @note The decoder retains ownership of the pointer * config, so if you are not going to use it * elsewere, you can free it. * * @param config a command-line structure, as created by * cmd_ln_parse_r() or cmd_ln_parse_file_r(). */ POCKETSPHINX_EXPORT ps_decoder_t *ps_init(cmd_ln_t *config); /** * Reinitialize the decoder with updated configuration. * * This function allows you to switch the acoustic model, dictionary, * or other configuration without creating an entirely new decoding * object. * * @note The decoder retains ownership of the pointer * config, so you must not attempt to free it manually. * If you wish to reuse it elsewhere, call cmd_ln_retain() on it. * * @param ps Decoder. * @param config An optional new configuration to use. If this is * NULL, the previous configuration will be reloaded, * with any changes applied. * @return 0 for success, <0 for failure. */ POCKETSPHINX_EXPORT int ps_reinit(ps_decoder_t *ps, cmd_ln_t *config); /** * Returns the argument definitions used in ps_init(). * * This is here to avoid exporting global data, which is problematic * on Win32 and Symbian (and possibly other platforms). */ POCKETSPHINX_EXPORT arg_t const *ps_args(void); /** * Retain a pointer to the decoder. * * This increments the reference count on the decoder, allowing it to * be shared between multiple parent objects. In general you will not * need to use this function, ever. It is mainly here for the * convenience of scripting language bindings. * * @return pointer to retained decoder. */ POCKETSPHINX_EXPORT ps_decoder_t *ps_retain(ps_decoder_t *ps); /** * Finalize the decoder. * * This releases all resources associated with the decoder, including * any language models or grammars which have been added to it, and * the initial configuration object passed to ps_init(). * * @param ps Decoder to be freed. * @return New reference count (0 if freed). */ POCKETSPHINX_EXPORT int ps_free(ps_decoder_t *ps); /** * Get the configuration object for this decoder. * * @return The configuration object for this decoder. The decoder * retains ownership of this pointer, so you should not * attempt to free it manually. Use cmd_ln_retain() if you * wish to reuse it elsewhere. */ POCKETSPHINX_EXPORT cmd_ln_t *ps_get_config(ps_decoder_t *ps); /** * Get the log-math computation object for this decoder. * * @return The log-math object for this decoder. The decoder retains * ownership of this pointer, so you should not attempt to * free it manually. Use logmath_retain() if you wish to * reuse it elsewhere. */ POCKETSPHINX_EXPORT logmath_t *ps_get_logmath(ps_decoder_t *ps); /** * Get the feature extraction object for this decoder. * * @return The feature extraction object for this decoder. The * decoder retains ownership of this pointer, so you should * not attempt to free it manually. Use fe_retain() if you * wish to reuse it elsewhere. */ POCKETSPHINX_EXPORT fe_t *ps_get_fe(ps_decoder_t *ps); /** * Get the dynamic feature computation object for this decoder. * * @return The dynamic feature computation object for this decoder. The * decoder retains ownership of this pointer, so you should * not attempt to free it manually. Use feat_retain() if you * wish to reuse it elsewhere. */ POCKETSPHINX_EXPORT feat_t *ps_get_feat(ps_decoder_t *ps); /** * Adapt current acoustic model using a linear transform. * * @param mllr The new transform to use, or NULL to update the existing * transform. The decoder retains ownership of this pointer, * so you should not attempt to free it manually. Use * ps_mllr_retain() if you wish to reuse it * elsewhere. * @return The updated transform object for this decoder, or * NULL on failure. */ POCKETSPHINX_EXPORT ps_mllr_t *ps_update_mllr(ps_decoder_t *ps, ps_mllr_t *mllr); /** * Reload the pronunciation dictionary from a file. * * This function replaces the current pronunciation dictionary with * the one stored in dictfile. This also causes the active search * module(s) to be reinitialized, in the same manner as calling * ps_add_word() with update=TRUE. * * @param dictfile Path to dictionary file to load. * @param fdictfile Path to filler dictionary to load, or NULL to keep * the existing filler dictionary. * @param format Format of the dictionary file, or NULL to determine * automatically (currently unused,should be NULL) */ POCKETSPHINX_EXPORT int ps_load_dict(ps_decoder_t *ps, char const *dictfile, char const *fdictfile, char const *format); /** * Dump the current pronunciation dictionary to a file. * * This function dumps the current pronunciation dictionary to a tex * * @param dictfile Path to file where dictionary will be written. * @param format Format of the dictionary file, or NULL for the * default (text) format (currently unused, should be NULL) */ POCKETSPHINX_EXPORT int ps_save_dict(ps_decoder_t *ps, char const *dictfile, char const *format); /** * Add a word to the pronunciation dictionary. * * This function adds a word to the pronunciation dictionary and the * current language model (but, obviously, not to the current FSG if * FSG mode is enabled). If the word is already present in one or the * other, it does whatever is necessary to ensure that the word can be * recognized. * * @param word Word string to add. * @param phones Whitespace-separated list of phoneme strings * describing pronunciation of word. * @param update If TRUE, update the search module (whichever one is * currently active) to recognize the newly added word. * If adding multiple words, it is more efficient to * pass FALSE here in all but the last word. * @return The internal ID (>= 0) of the newly added word, or <0 on * failure. */ POCKETSPHINX_EXPORT int ps_add_word(ps_decoder_t *ps, char const *word, char const *phones, int update); /** * Lookup for the word in the dictionary and return phone transcription * for it. * * @param ps Pocketsphinx decoder * @param word Word to look for * * @return Whitespace-spearated phone string describing the pronunciation of the word * or NULL if word is not present in the dictionary. The string is * allocated and must be freed by the user. */ POCKETSPHINX_EXPORT char *ps_lookup_word(ps_decoder_t *ps, const char *word); /** * Decode a raw audio stream. * * No headers are recognized in this files. The configuration * parameters -samprate and -input_endian are used * to determine the sampling rate and endianness of the stream, * respectively. Audio is always assumed to be 16-bit signed PCM. * * @param ps Decoder. * @param rawfh Previously opened file stream. * @param maxsamps Maximum number of samples to read from rawfh, or -1 * to read until end-of-file. * @return Number of samples of audio. */ POCKETSPHINX_EXPORT long ps_decode_raw(ps_decoder_t *ps, FILE *rawfh, long maxsamps); /** * Decode a senone score dump file. * * @param ps Decoder * @param fh Previously opened file handle positioned at start of file. * @return Number of frames read. */ POCKETSPHINX_EXPORT int ps_decode_senscr(ps_decoder_t *ps, FILE *senfh); /** * Start processing of the stream of speech. Channel parameters like * noise-level are maintained for the stream and reused among utterances. * Times returned in segment iterators are also stream-wide. * * @return 0 for success, <0 on error. */ POCKETSPHINX_EXPORT int ps_start_stream(ps_decoder_t *ps); /** * Start utterance processing. * * This function should be called before any utterance data is passed * to the decoder. It marks the start of a new utterance and * reinitializes internal data structures. * * @param ps Decoder to be started. * @return 0 for success, <0 on error. */ POCKETSPHINX_EXPORT int ps_start_utt(ps_decoder_t *ps); /** * Decode raw audio data. * * @param ps Decoder. * @param no_search If non-zero, perform feature extraction but don't * do any recognition yet. This may be necessary if * your processor has trouble doing recognition in * real-time. * @param full_utt If non-zero, this block of data is a full utterance * worth of data. This may allow the recognizer to * produce more accurate results. * @return Number of frames of data searched, or <0 for error. */ POCKETSPHINX_EXPORT int ps_process_raw(ps_decoder_t *ps, int16 const *data, size_t n_samples, int no_search, int full_utt); /** * Decode acoustic feature data. * * @param ps Decoder. * @param no_search If non-zero, perform feature extraction but don't * do any recognition yet. This may be necessary if * your processor has trouble doing recognition in * real-time. * @param full_utt If non-zero, this block of data is a full utterance * worth of data. This may allow the recognizer to * produce more accurate results. * @return Number of frames of data searched, or <0 for error. */ POCKETSPHINX_EXPORT int ps_process_cep(ps_decoder_t *ps, mfcc_t **data, int n_frames, int no_search, int full_utt); /** * Get the number of frames of data searched. * * Note that there is a delay between this and the number of frames of * audio which have been input to the system. This is due to the fact * that acoustic features are computed using a sliding window of * audio, and dynamic features are computed over a sliding window of * acoustic features. * * @param ps Decoder. * @return Number of frames of speech data which have been recognized * so far. */ POCKETSPHINX_EXPORT int ps_get_n_frames(ps_decoder_t *ps); /** * End utterance processing. * * @param ps Decoder. * @return 0 for success, <0 on error */ POCKETSPHINX_EXPORT int ps_end_utt(ps_decoder_t *ps); /** * Get hypothesis string and path score. * * @param ps Decoder. * @param out_best_score Output: path score corresponding to returned string. * @return String containing best hypothesis at this point in * decoding. NULL if no hypothesis is available. */ POCKETSPHINX_EXPORT char const *ps_get_hyp(ps_decoder_t *ps, int32 *out_best_score); /** * Get hypothesis string and final flag. * * @param ps Decoder. * @param out_is_best_score Output: if hypothesis is reached final state in the grammar. * @return String containing best hypothesis at this point in * decoding. NULL if no hypothesis is available. */ POCKETSPHINX_EXPORT char const *ps_get_hyp_final(ps_decoder_t *ps, int32 *out_is_final); /** * Get posterior probability. * * @note Unless the -bestpath option is enabled, this function will * always return zero (corresponding to a posterior probability of * 1.0). Even if -bestpath is enabled, it will also return zero when * called on a partial result. Ongoing research into effective * confidence annotation for partial hypotheses may result in these * restrictions being lifted in future versions. * * @param ps Decoder. * @return Posterior probability of the best hypothesis. */ POCKETSPHINX_EXPORT int32 ps_get_prob(ps_decoder_t *ps); /** * Get word lattice. * * There isn't much you can do with this so far, a public API will * appear in the future. * * @param ps Decoder. * @return Word lattice object containing all hypotheses so far. NULL * if no hypotheses are available. This pointer is owned by * the decoder and you should not attempt to free it manually. * It is only valid until the next utterance, unless you use * ps_lattice_retain() to retain it. */ POCKETSPHINX_EXPORT ps_lattice_t *ps_get_lattice(ps_decoder_t *ps); /** * Get an iterator over the word segmentation for the best hypothesis. * * @param ps Decoder. * @param out_best_score Output: path score corresponding to hypothesis. * @return Iterator over the best hypothesis at this point in * decoding. NULL if no hypothesis is available. */ POCKETSPHINX_EXPORT ps_seg_t *ps_seg_iter(ps_decoder_t *ps, int32 *out_best_score); /** * Get the next segment in a word segmentation. * * @param seg Segment iterator. * @return Updated iterator with the next segment. NULL at end of * utterance (the iterator will be freed in this case). */ POCKETSPHINX_EXPORT ps_seg_t *ps_seg_next(ps_seg_t *seg); /** * Get word string from a segmentation iterator. * * @param seg Segment iterator. * @return Read-only string giving string name of this segment. This * is only valid until the next call to ps_seg_next(). */ POCKETSPHINX_EXPORT char const *ps_seg_word(ps_seg_t *seg); /** * Get inclusive start and end frames from a segmentation iterator. * * @note These frame numbers are inclusive, i.e. the end frame refers * to the last frame in which the given word or other segment was * active. Therefore, the actual duration is *out_ef - *out_sf + 1. * * @param seg Segment iterator. * @param out_sf Output: First frame index in segment. * @param out_sf Output: Last frame index in segment. */ POCKETSPHINX_EXPORT void ps_seg_frames(ps_seg_t *seg, int *out_sf, int *out_ef); /** * Get language, acoustic, and posterior probabilities from a * segmentation iterator. * * @note Unless the -bestpath option is enabled, this function will * always return zero (corresponding to a posterior probability of * 1.0). Even if -bestpath is enabled, it will also return zero when * called on a partial result. Ongoing research into effective * confidence annotation for partial hypotheses may result in these * restrictions being lifted in future versions. * * @param out_ascr Output: acoustic model score for this segment. * @param out_lscr Output: language model score for this segment. * @param out_lback Output: language model backoff mode for this * segment (i.e. the number of words used in * calculating lscr). This field is, of course, only * meaningful for N-Gram models. * @return Log posterior probability of current segment. Log is * expressed in the log-base used in the decoder. To convert * to linear floating-point, use logmath_exp(ps_get_logmath(), * pprob). */ POCKETSPHINX_EXPORT int32 ps_seg_prob(ps_seg_t *seg, int32 *out_ascr, int32 *out_lscr, int32 *out_lback); /** * Finish iterating over a word segmentation early, freeing resources. */ POCKETSPHINX_EXPORT void ps_seg_free(ps_seg_t *seg); /** * Get an iterator over the best hypotheses, optionally within a * selected region of the utterance. Iterator is empty now, it must * be advanced with ps_nbest_next first. The function may also * return a NULL which means that there is no hypothesis available for this * utterance. * * @param ps Decoder. * @param sf Start frame for N-best search (0 for whole utterance) * @param ef End frame for N-best search (-1 for whole utterance) * @param ctx1 First word of trigram context (NULL for whole utterance) * @param ctx2 First word of trigram context (NULL for whole utterance) * @return Iterator over N-best hypotheses or NULL if no hypothesis is available */ POCKETSPHINX_EXPORT ps_nbest_t *ps_nbest(ps_decoder_t *ps, int sf, int ef, char const *ctx1, char const *ctx2); /** * Move an N-best list iterator forward. * * @param nbest N-best iterator. * @return Updated N-best iterator, or NULL if no more hypotheses are * available (iterator is freed ni this case). */ POCKETSPHINX_EXPORT ps_nbest_t *ps_nbest_next(ps_nbest_t *nbest); /** * Get the hypothesis string from an N-best list iterator. * * @param nbest N-best iterator. * @param out_score Output: Path score for this hypothesis. * @return String containing next best hypothesis. */ POCKETSPHINX_EXPORT char const *ps_nbest_hyp(ps_nbest_t *nbest, int32 *out_score); /** * Get the word segmentation from an N-best list iterator. * * @param nbest N-best iterator. * @param out_score Output: Path score for this hypothesis. * @return Iterator over the next best hypothesis. */ POCKETSPHINX_EXPORT ps_seg_t *ps_nbest_seg(ps_nbest_t *nbest, int32 *out_score); /** * Finish N-best search early, releasing resources. * * @param nbest N-best iterator. */ POCKETSPHINX_EXPORT void ps_nbest_free(ps_nbest_t *nbest); /** * Get performance information for the current utterance. * * @param ps Decoder. * @param out_nspeech Output: Number of seconds of speech. * @param out_ncpu Output: Number of seconds of CPU time used. * @param out_nwall Output: Number of seconds of wall time used. */ POCKETSPHINX_EXPORT void ps_get_utt_time(ps_decoder_t *ps, double *out_nspeech, double *out_ncpu, double *out_nwall); /** * Get overall performance information. * * @param ps Decoder. * @param out_nspeech Output: Number of seconds of speech. * @param out_ncpu Output: Number of seconds of CPU time used. * @param out_nwall Output: Number of seconds of wall time used. */ POCKETSPHINX_EXPORT void ps_get_all_time(ps_decoder_t *ps, double *out_nspeech, double *out_ncpu, double *out_nwall); /** * Checks if the last feed audio buffer contained speech * * @param ps Decoder. * @return 1 if last buffer contained speech, 0 - otherwise */ POCKETSPHINX_EXPORT uint8 ps_get_in_speech(ps_decoder_t *ps); /** * Sets the limit of the raw audio data to store in decoder * to retrieve it later on ps_get_rawdata. * * @param ps Decoder * @param size bytes of the utterance to store */ POCKETSPHINX_EXPORT void ps_set_rawdata_size(ps_decoder_t *ps, int32 size); /** * Retrieves the raw data collected during utterance decoding. * * @param ps Decoder * @param buffer preallocated buffer to store the data, must be within the limit * set before * @param size size of the data collected in samples (not bytes). */ POCKETSPHINX_EXPORT void ps_get_rawdata(ps_decoder_t *ps, int16 **buffer, int32 *size); /** * @mainpage PocketSphinx API Documentation * @author David Huggins-Daines * @author Alpha Cephei Inc. * @version 5prealpha * @date July, 2015 * * @section intro_sec Introduction * * This is the API documentation for the PocketSphinx speech * recognition engine. 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indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2006 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* cmdln_macro.h - Command line definitions for PocketSphinx */ #ifndef __PS_CMDLN_MACRO_H__ #define __PS_CMDLN_MACRO_H__ #include #include #include /** Minimal set of command-line options for PocketSphinx. */ #define POCKETSPHINX_OPTIONS \ waveform_to_cepstral_command_line_macro(), \ cepstral_to_feature_command_line_macro(), \ POCKETSPHINX_ACMOD_OPTIONS, \ POCKETSPHINX_BEAM_OPTIONS, \ POCKETSPHINX_SEARCH_OPTIONS, \ POCKETSPHINX_DICT_OPTIONS, \ POCKETSPHINX_NGRAM_OPTIONS, \ POCKETSPHINX_FSG_OPTIONS, \ POCKETSPHINX_KWS_OPTIONS, \ POCKETSPHINX_DEBUG_OPTIONS /** Options for debugging and logging. */ #define POCKETSPHINX_DEBUG_OPTIONS \ { "-logfn", \ ARG_STRING, \ NULL, \ "File to write log messages in" }, \ { "-debug", \ ARG_INT32, \ NULL, \ "Verbosity level for debugging messages" }, \ { "-mfclogdir", \ ARG_STRING, \ NULL, \ "Directory to log feature files to" \ }, \ { "-rawlogdir", \ ARG_STRING, \ NULL, \ "Directory to log raw audio files to" }, \ { "-senlogdir", \ ARG_STRING, \ NULL, \ "Directory to log senone score files to" \ } /** Options defining beam width parameters for tuning the search. */ #define POCKETSPHINX_BEAM_OPTIONS \ { "-beam", \ ARG_FLOAT64, \ "1e-48", \ "Beam width applied to every frame in Viterbi search (smaller values mean wider beam)" }, \ { "-wbeam", \ ARG_FLOAT64, \ "7e-29", \ "Beam width applied to word exits" }, \ { "-pbeam", \ ARG_FLOAT64, \ "1e-48", \ "Beam width applied to phone transitions" }, \ { "-lpbeam", \ ARG_FLOAT64, \ "1e-40", \ "Beam width applied to last phone in words" }, \ { "-lponlybeam", \ ARG_FLOAT64, \ "7e-29", \ "Beam width applied to last phone in single-phone words" }, \ { "-fwdflatbeam", \ ARG_FLOAT64, \ "1e-64", \ "Beam width applied to every frame in second-pass flat search" }, \ { "-fwdflatwbeam", \ ARG_FLOAT64, \ "7e-29", \ "Beam width applied to word exits in second-pass flat search" }, \ { "-pl_window", \ ARG_INT32, \ "5", \ "Phoneme lookahead window size, in frames" }, \ { "-pl_beam", \ ARG_FLOAT64, \ "1e-10", \ "Beam width applied to phone loop search for lookahead" }, \ { "-pl_pbeam", \ ARG_FLOAT64, \ "1e-10", \ "Beam width applied to phone loop transitions for lookahead" }, \ { "-pl_pip", \ ARG_FLOAT32, \ "1.0", \ "Phone insertion penalty for phone loop" }, \ { "-pl_weight", \ ARG_FLOAT64, \ "3.0", \ "Weight for phoneme lookahead penalties" } \ /** Options defining other parameters for tuning the search. */ #define POCKETSPHINX_SEARCH_OPTIONS \ { "-compallsen", \ ARG_BOOLEAN, \ "no", \ "Compute all senone scores in every frame (can be faster when there are many senones)" }, \ { "-fwdtree", \ ARG_BOOLEAN, \ "yes", \ "Run forward lexicon-tree search (1st pass)" }, \ { "-fwdflat", \ ARG_BOOLEAN, \ "yes", \ "Run forward flat-lexicon search over word lattice (2nd pass)" }, \ { "-bestpath", \ ARG_BOOLEAN, \ "yes", \ "Run bestpath (Dijkstra) search over word lattice (3rd pass)" }, \ { "-backtrace", \ ARG_BOOLEAN, \ "no", \ "Print results and backtraces to log file." }, \ { "-latsize", \ ARG_INT32, \ "5000", \ "Initial backpointer table size" }, \ { "-maxwpf", \ ARG_INT32, \ "-1", \ "Maximum number of distinct word exits at each frame (or -1 for no pruning)" }, \ { "-maxhmmpf", \ ARG_INT32, \ "30000", \ "Maximum number of active HMMs to maintain at each frame (or -1 for no pruning)" }, \ { "-min_endfr", \ ARG_INT32, \ "0", \ "Nodes ignored in lattice construction if they persist for fewer than N frames" }, \ { "-fwdflatefwid", \ ARG_INT32, \ "4", \ "Minimum number of end frames for a word to be searched in fwdflat search" }, \ { "-fwdflatsfwin", \ ARG_INT32, \ "25", \ "Window of frames in lattice to search for successor words in fwdflat search " } /** Command-line options for keyword spotting */ #define POCKETSPHINX_KWS_OPTIONS \ { "-keyphrase", \ ARG_STRING, \ NULL, \ "Keyphrase to spot"}, \ { "-kws", \ ARG_STRING, \ NULL, \ "A file with keyphrases to spot, one per line"}, \ { "-kws_plp", \ ARG_FLOAT64, \ "1e-1", \ "Phone loop probability for keyword spotting" }, \ { "-kws_delay", \ ARG_INT32, \ "10", \ "Delay to wait for best detection score" }, \ { "-kws_threshold", \ ARG_FLOAT64, \ "1", \ "Threshold for p(hyp)/p(alternatives) ratio" } /** Command-line options for finite state grammars. */ #define POCKETSPHINX_FSG_OPTIONS \ { "-fsg", \ ARG_STRING, \ NULL, \ "Sphinx format finite state grammar file"}, \ { "-jsgf", \ ARG_STRING, \ NULL, \ "JSGF grammar file" }, \ { "-toprule", \ ARG_STRING, \ NULL, \ "Start rule for JSGF (first public rule is default)" }, \ { "-fsgusealtpron", \ ARG_BOOLEAN, \ "yes", \ "Add alternate pronunciations to FSG"}, \ { "-fsgusefiller", \ ARG_BOOLEAN, \ "yes", \ "Insert filler words at each state."} /** Command-line options for statistical language models. */ #define POCKETSPHINX_NGRAM_OPTIONS \ { "-allphone", \ ARG_STRING, \ NULL, \ "Perform phoneme decoding with phonetic lm" }, \ { "-allphone_ci", \ ARG_BOOLEAN, \ "no", \ "Perform phoneme decoding with phonetic lm and context-independent units only" }, \ { "-lm", \ ARG_STRING, \ NULL, \ "Word trigram language model input file" }, \ { "-lmctl", \ ARG_STRING, \ NULL, \ "Specify a set of language model\n"}, \ { "-lmname", \ ARG_STRING, \ NULL, \ "Which language model in -lmctl to use by default"}, \ { "-lw", \ ARG_FLOAT32, \ "6.5", \ "Language model probability weight" }, \ { "-fwdflatlw", \ ARG_FLOAT32, \ "8.5", \ "Language model probability weight for flat lexicon (2nd pass) decoding" }, \ { "-bestpathlw", \ ARG_FLOAT32, \ "9.5", \ "Language model probability weight for bestpath search" }, \ { "-ascale", \ ARG_FLOAT32, \ "20.0", \ "Inverse of acoustic model scale for confidence score calculation" }, \ { "-wip", \ ARG_FLOAT32, \ "0.65", \ "Word insertion penalty" }, \ { "-nwpen", \ ARG_FLOAT32, \ "1.0", \ "New word transition penalty" }, \ { "-pip", \ ARG_FLOAT32, \ "1.0", \ "Phone insertion penalty" }, \ { "-uw", \ ARG_FLOAT32, \ "1.0", \ "Unigram weight" }, \ { "-silprob", \ ARG_FLOAT32, \ "0.005", \ "Silence word transition probability" }, \ { "-fillprob", \ ARG_FLOAT32, \ "1e-8", \ "Filler word transition probability" } \ /** Command-line options for dictionaries. */ #define POCKETSPHINX_DICT_OPTIONS \ { "-dict", \ REQARG_STRING, \ NULL, \ "Main pronunciation dictionary (lexicon) input file" }, \ { "-fdict", \ ARG_STRING, \ NULL, \ "Noise word pronunciation dictionary input file" }, \ { "-dictcase", \ ARG_BOOLEAN, \ "no", \ "Dictionary is case sensitive (NOTE: case insensitivity applies to ASCII characters only)" } \ /** Command-line options for acoustic modeling */ #define POCKETSPHINX_ACMOD_OPTIONS \ { "-hmm", \ ARG_STRING, \ NULL, \ "Directory containing acoustic model files."}, \ { "-featparams", \ ARG_STRING, \ NULL, \ "File containing feature extraction parameters."}, \ { "-mdef", \ ARG_STRING, \ NULL, \ "Model definition input file" }, \ { "-senmgau", \ ARG_STRING, \ NULL, \ "Senone to codebook mapping input file (usually not needed)" }, \ { "-tmat", \ ARG_STRING, \ NULL, \ "HMM state transition matrix input file" }, \ { "-tmatfloor", \ ARG_FLOAT32, \ "0.0001", \ "HMM state transition probability floor (applied to -tmat file)" }, \ { "-mean", \ ARG_STRING, \ NULL, \ "Mixture gaussian means input file" }, \ { "-var", \ ARG_STRING, \ NULL, \ "Mixture gaussian variances input file" }, \ { "-varfloor", \ ARG_FLOAT32, \ "0.0001", \ "Mixture gaussian variance floor (applied to data from -var file)" }, \ { "-mixw", \ ARG_STRING, \ NULL, \ "Senone mixture weights input file (uncompressed)" }, \ { "-mixwfloor", \ ARG_FLOAT32, \ "0.0000001", \ "Senone mixture weights floor (applied to data from -mixw file)" }, \ { "-aw", \ ARG_INT32, \ "1", \ "Inverse weight applied to acoustic scores." }, \ { "-sendump", \ ARG_STRING, \ NULL, \ "Senone dump (compressed mixture weights) input file" }, \ { "-mllr", \ ARG_STRING, \ NULL, \ "MLLR transformation to apply to means and variances" }, \ { "-mmap", \ ARG_BOOLEAN, \ "yes", \ "Use memory-mapped I/O (if possible) for model files" }, \ { "-ds", \ ARG_INT32, \ "1", \ "Frame GMM computation downsampling ratio" }, \ { "-topn", \ ARG_INT32, \ "4", \ "Maximum number of top Gaussians to use in scoring." }, \ { "-topn_beam", \ ARG_STRING, \ "0", \ "Beam width used to determine top-N Gaussians (or a list, per-feature)" },\ { "-logbase", \ ARG_FLOAT32, \ "1.0001", \ "Base in which all log-likelihoods calculated" } #define CMDLN_EMPTY_OPTION { NULL, 0, NULL, NULL } #endif /* __PS_CMDLN_MACRO_H__ */ pocketsphinx-5prealpha/include/ps_mllr.h0000664000175000017500000000502212504317077015650 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_mllr.h Model-space linear transforms for speaker adaptation */ #ifndef __PS_MLLR_H__ #define __PS_MLLR_H__ /* SphinxBase headers. */ #include #include /* PocketSphinx headers. */ #include /** * Feature space linear transform object. */ typedef struct ps_mllr_s ps_mllr_t; /** * Read a speaker-adaptive linear transform from a file. */ POCKETSPHINX_EXPORT ps_mllr_t *ps_mllr_read(char const *file); /** * Retain a pointer to a linear transform. */ POCKETSPHINX_EXPORT ps_mllr_t *ps_mllr_retain(ps_mllr_t *mllr); /** * Release a pointer to a linear transform. */ POCKETSPHINX_EXPORT int ps_mllr_free(ps_mllr_t *mllr); #endif /* __PS_MLLR_H__ */ pocketsphinx-5prealpha/AUTHORS0000664000175000017500000000032212504317100013435 00000000000000Fil Alleva Robert Brennan Hsiao-wen Hon Ravishankar Mosur Eric Thayer Kevin Lenzo Alan W Black Evandro Gouvea David Huggins-Daines Alexander Solovets Vyacheslav Klimkov More! please help us get all the names. pocketsphinx-5prealpha/src/0000775000175000017500000000000012560377662013264 500000000000000pocketsphinx-5prealpha/src/gst-plugin/0000775000175000017500000000000012560377662015355 500000000000000pocketsphinx-5prealpha/src/gst-plugin/livedemo.c0000664000175000017500000000514312533616355017243 00000000000000#include #include static gboolean bus_call(GstBus * bus, GstMessage * msg, gpointer data) { GMainLoop *loop = (GMainLoop *) data; switch (GST_MESSAGE_TYPE(msg)) { case GST_MESSAGE_EOS: g_print("End of stream\n"); g_main_loop_quit(loop); break; case GST_MESSAGE_ERROR:{ gchar *debug; GError *error; gst_message_parse_error(msg, &error, &debug); g_free(debug); g_printerr("Error: %s\n", error->message); g_error_free(error); g_main_loop_quit(loop); break; } default: break; } return TRUE; } int main(int argc, char *argv[]) { GMainLoop *loop; GstElement *pipeline, *source, *decoder, *sink; GstBus *bus; guint bus_watch_id; /* Initialisation */ gst_init(&argc, &argv); loop = g_main_loop_new(NULL, FALSE); /* Check input arguments */ if (argc != 2) { g_printerr("Usage: %s \n", argv[0]); return -1; } /* Create gstreamer elements */ pipeline = gst_pipeline_new("test"); source = gst_element_factory_make("filesrc", "file-source"); decoder = gst_element_factory_make("pocketsphinx", "asr"); sink = gst_element_factory_make("fakesink", "output"); if (!pipeline || !source || !decoder || !sink) { g_printerr("One element could not be created. Exiting.\n"); return -1; } /* Set up the pipeline */ /* we set the input filename to the source element */ g_object_set(G_OBJECT(source), "location", argv[1], NULL); g_object_set(G_OBJECT(decoder), "lmctl", "test.lmctl", NULL); g_object_set(G_OBJECT(decoder), "lmname", "tidigits", NULL); g_object_set(G_OBJECT(decoder), "configured", TRUE, NULL); /* we add a message handler */ bus = gst_pipeline_get_bus(GST_PIPELINE(pipeline)); bus_watch_id = gst_bus_add_watch(bus, bus_call, loop); gst_object_unref(bus); /* we add all elements into the pipeline */ gst_bin_add_many(GST_BIN(pipeline), source, decoder, sink, NULL); /* we link the elements together */ gst_element_link_many(source, decoder, sink, NULL); gst_element_set_state(pipeline, GST_STATE_PLAYING); /* Iterate */ g_print("Running...\n"); g_main_loop_run(loop); /* Out of the main loop, clean up nicely */ g_print("Returned, stopping playback\n"); gst_element_set_state(pipeline, GST_STATE_NULL); g_print("Deleting pipeline\n"); gst_object_unref(GST_OBJECT(pipeline)); g_source_remove(bus_watch_id); g_main_loop_unref(loop); return 0; } pocketsphinx-5prealpha/src/gst-plugin/gstpocketsphinx.c0000664000175000017500000005676712551302736020711 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2014 Alpha Cephei Inc. * Copyright (c) 2007 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * * Author: David Huggins-Daines */ /** * SECTION:element-pocketsphix * * The element runs the speech recohgnition on incomming audio buffers and * generates an element messages named "pocketsphinx" * for each hypothesis and one for the final result. The message's structure * contains these fields: * * * * * #GstClockTime * "timestamp": * the timestamp of the buffer that triggered the message. * * * * * #gboolean * "final": * %FALSE for intermediate messages. * * * * * #gin32 * "confidence": * posterior probability (confidence) of the result in log domain * * * * * #gchar * "hypothesis": * the recognized text * * * * * * Example pipeline * |[ * gst-launch-1.0 -m autoaudiosrc ! audioconvert ! audioresample ! pocketsphinx configured=true ! fakesink * ]| * */ #ifdef HAVE_CONFIG_H #include #endif #include #include #include #include #include "gstpocketsphinx.h" GST_DEBUG_CATEGORY_STATIC(pocketsphinx_debug); #define GST_CAT_DEFAULT pocketsphinx_debug static void gst_pocketsphinx_set_property(GObject * object, guint prop_id, const GValue * value, GParamSpec * pspec); static void gst_pocketsphinx_get_property(GObject * object, guint prop_id, GValue * value, GParamSpec * pspec); static GstFlowReturn gst_pocketsphinx_chain(GstPad * pad, GstObject *parent, GstBuffer * buffer); static gboolean gst_pocketsphinx_event(GstPad *pad, GstObject *parent, GstEvent *event); static void gst_pocketsphinx_finalize_utt(GstPocketSphinx *ps); static void gst_pocketsphinx_finalize(GObject * gobject); enum { PROP_0, PROP_HMM_DIR, PROP_LM_FILE, PROP_LMCTL_FILE, PROP_LM_NAME, PROP_DICT_FILE, PROP_MLLR_FILE, PROP_FSG_FILE, PROP_FSG_MODEL, PROP_FWDFLAT, PROP_BESTPATH, PROP_MAXHMMPF, PROP_MAXWPF, PROP_BEAM, PROP_WBEAM, PROP_PBEAM, PROP_DSRATIO, PROP_LATDIR, PROP_DECODER, PROP_CONFIGURED }; /* * Static data. */ /* Default command line. (will go away soon and be constructed using properties) */ static char *default_argv[] = { "gst-pocketsphinx", }; static const int default_argc = sizeof(default_argv)/sizeof(default_argv[0]); static GstStaticPadTemplate sink_factory = GST_STATIC_PAD_TEMPLATE("sink", GST_PAD_SINK, GST_PAD_ALWAYS, GST_STATIC_CAPS("audio/x-raw, " "format = (string) { S16LE }, " "channels = (int) 1, " "rate = (int) 16000") ); static GstStaticPadTemplate src_factory = GST_STATIC_PAD_TEMPLATE("src", GST_PAD_SRC, GST_PAD_ALWAYS, GST_STATIC_CAPS("text/plain") ); /* * Boxing of ps_decoder_t. */ GType ps_decoder_get_type(void) { static GType ps_decoder_type = 0; if (G_UNLIKELY(ps_decoder_type == 0)) { ps_decoder_type = g_boxed_type_register_static ("PSDecoder", /* Conveniently, these should just work. */ (GBoxedCopyFunc) ps_retain, (GBoxedFreeFunc) ps_free); } return ps_decoder_type; } G_DEFINE_TYPE(GstPocketSphinx, gst_pocketsphinx, GST_TYPE_ELEMENT); static void gst_pocketsphinx_class_init(GstPocketSphinxClass * klass) { GObjectClass *gobject_class; GstElementClass *element_class;; gobject_class =(GObjectClass *) klass; element_class = (GstElementClass *)klass; gobject_class->set_property = gst_pocketsphinx_set_property; gobject_class->get_property = gst_pocketsphinx_get_property; gobject_class->finalize = gst_pocketsphinx_finalize; /* TODO: We will bridge cmd_ln.h properties to GObject * properties here somehow eventually. */ g_object_class_install_property (gobject_class, PROP_HMM_DIR, g_param_spec_string("hmm", "HMM Directory", "Directory containing acoustic model parameters", NULL, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_LM_FILE, g_param_spec_string("lm", "LM File", "Language model file", NULL, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_LMCTL_FILE, g_param_spec_string("lmctl", "LM Control File", "Language model control file (for class LMs)", NULL, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_LM_NAME, g_param_spec_string("lmname", "LM Name", "Language model name (to select LMs from lmctl)", NULL, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_FSG_FILE, g_param_spec_string("fsg", "FSG File", "Finite state grammar file", NULL, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_FSG_MODEL, g_param_spec_pointer("fsg_model", "FSG Model", "Finite state grammar object (fsg_model_t *)", G_PARAM_WRITABLE)); g_object_class_install_property (gobject_class, PROP_DICT_FILE, g_param_spec_string("dict", "Dictionary File", "Dictionary File", NULL, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_FWDFLAT, g_param_spec_boolean("fwdflat", "Flat Lexicon Search", "Enable Flat Lexicon Search", FALSE, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_BESTPATH, g_param_spec_boolean("bestpath", "Graph Search", "Enable Graph Search", FALSE, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_LATDIR, g_param_spec_string("latdir", "Lattice Directory", "Output Directory for Lattices", NULL, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_MAXHMMPF, g_param_spec_int("maxhmmpf", "Maximum HMMs per frame", "Maximum number of HMMs searched per frame", 1, 100000, 1000, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_MAXWPF, g_param_spec_int("maxwpf", "Maximum words per frame", "Maximum number of words searched per frame", 1, 100000, 10, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_BEAM, g_param_spec_double("beam", "Beam width applied to every frame in Viterbi search", "Beam width applied to every frame in Viterbi search", -1, 1, 1e-48, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_PBEAM, g_param_spec_double("pbeam", "Beam width applied to phone transitions", "Beam width applied to phone transitions", -1, 1, 1e-48, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_WBEAM, g_param_spec_double("wbeam", "Beam width applied to word exits", "Beam width applied to phone transitions", -1, 1, 7e-29, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_DSRATIO, g_param_spec_int("dsratio", "Frame downsampling ratio", "Evaluate acoustic model every N frames", 1, 10, 1, G_PARAM_READWRITE)); g_object_class_install_property (gobject_class, PROP_DECODER, g_param_spec_boxed("decoder", "Decoder object", "The underlying decoder", PS_DECODER_TYPE, G_PARAM_READABLE)); g_object_class_install_property (gobject_class, PROP_CONFIGURED, g_param_spec_boolean("configured", "Finalize configuration", "Set this to finalize configuration", FALSE, G_PARAM_READWRITE)); GST_DEBUG_CATEGORY_INIT(pocketsphinx_debug, "pocketsphinx", 0, "Automatic Speech Recognition"); gst_element_class_add_pad_template(element_class, gst_static_pad_template_get(&sink_factory)); gst_element_class_add_pad_template(element_class, gst_static_pad_template_get(&src_factory)); gst_element_class_set_static_metadata(element_class, "PocketSphinx", "Filter/Audio", "Convert speech to text", "CMUSphinx-devel "); } static void gst_pocketsphinx_set_string(GstPocketSphinx *ps, const gchar *key, const GValue *value) { if (value != NULL) { cmd_ln_set_str_r(ps->config, key, g_value_get_string(value)); } else { cmd_ln_set_str_r(ps->config, key, NULL); } } static void gst_pocketsphinx_set_int(GstPocketSphinx *ps, const gchar *key, const GValue *value) { cmd_ln_set_int32_r(ps->config, key, g_value_get_int(value)); } static void gst_pocketsphinx_set_boolean(GstPocketSphinx *ps, const gchar *key, const GValue *value) { cmd_ln_set_boolean_r(ps->config, key, g_value_get_boolean(value)); } static void gst_pocketsphinx_set_double(GstPocketSphinx *ps, const gchar *key, const GValue *value) { cmd_ln_set_float_r(ps->config, key, g_value_get_double(value)); } static void gst_pocketsphinx_set_property(GObject * object, guint prop_id, const GValue * value, GParamSpec * pspec) { GstPocketSphinx *ps = GST_POCKETSPHINX(object); switch (prop_id) { case PROP_CONFIGURED: ps_reinit(ps->ps, ps->config); break; case PROP_HMM_DIR: gst_pocketsphinx_set_string(ps, "-hmm", value); break; case PROP_LM_FILE: /* FSG and LM are mutually exclusive. */ gst_pocketsphinx_set_string(ps, "-fsg", NULL); gst_pocketsphinx_set_string(ps, "-lmctl", NULL); gst_pocketsphinx_set_string(ps, "-lm", value); break; case PROP_LMCTL_FILE: /* FSG and LM are mutually exclusive. */ gst_pocketsphinx_set_string(ps, "-fsg", NULL); gst_pocketsphinx_set_string(ps, "-lmctl", value); gst_pocketsphinx_set_string(ps, "-lm", NULL); break; case PROP_LM_NAME: gst_pocketsphinx_set_string(ps, "-fsg", NULL); gst_pocketsphinx_set_string(ps, "-lm", NULL); gst_pocketsphinx_set_string(ps, "-lmname", value); /** * Chances are that lmctl is already loaded and all * corresponding searches are configured, so we simply * try to set the search */ if (value != NULL) { ps_set_search(ps->ps, g_value_get_string(value)); } break; case PROP_DICT_FILE: gst_pocketsphinx_set_string(ps, "-dict", value); break; case PROP_MLLR_FILE: gst_pocketsphinx_set_string(ps, "-mllr", value); break; case PROP_FSG_MODEL: { fsg_model_t *fsg = g_value_get_pointer(value); const char *name = fsg_model_name(fsg); ps_set_fsg(ps->ps, name, fsg); ps_set_search(ps->ps, name); } break; case PROP_FSG_FILE: /* FSG and LM are mutually exclusive */ gst_pocketsphinx_set_string(ps, "-lm", NULL); gst_pocketsphinx_set_string(ps, "-fsg", value); break; case PROP_FWDFLAT: gst_pocketsphinx_set_boolean(ps, "-fwdflat", value); break; case PROP_BESTPATH: gst_pocketsphinx_set_boolean(ps, "-bestpath", value); break; case PROP_LATDIR: if (ps->latdir) g_free(ps->latdir); ps->latdir = g_strdup(g_value_get_string(value)); break; case PROP_MAXHMMPF: gst_pocketsphinx_set_int(ps, "-maxhmmpf", value); break; case PROP_MAXWPF: gst_pocketsphinx_set_int(ps, "-maxwpf", value); break; case PROP_BEAM: gst_pocketsphinx_set_double(ps, "-beam", value); break; case PROP_PBEAM: gst_pocketsphinx_set_double(ps, "-pbeam", value); break; case PROP_WBEAM: gst_pocketsphinx_set_double(ps, "-wbeam", value); break; case PROP_DSRATIO: gst_pocketsphinx_set_int(ps, "-ds", value); break; default: G_OBJECT_WARN_INVALID_PROPERTY_ID(object, prop_id, pspec); return; } } static void gst_pocketsphinx_get_property(GObject * object, guint prop_id, GValue * value, GParamSpec * pspec) { GstPocketSphinx *ps = GST_POCKETSPHINX(object); switch (prop_id) { case PROP_DECODER: g_value_set_boxed(value, ps->ps); break; case PROP_CONFIGURED: g_value_set_boolean(value, ps->ps != NULL); break; case PROP_HMM_DIR: g_value_set_string(value, cmd_ln_str_r(ps->config, "-hmm")); break; case PROP_LM_FILE: g_value_set_string(value, cmd_ln_str_r(ps->config, "-lm")); break; case PROP_LMCTL_FILE: g_value_set_string(value, cmd_ln_str_r(ps->config, "-lmctl")); break; case PROP_LM_NAME: g_value_set_string(value, cmd_ln_str_r(ps->config, "-lmname")); break; case PROP_DICT_FILE: g_value_set_string(value, cmd_ln_str_r(ps->config, "-dict")); break; case PROP_MLLR_FILE: g_value_set_string(value, cmd_ln_str_r(ps->config, "-mllr")); break; case PROP_FSG_FILE: g_value_set_string(value, cmd_ln_str_r(ps->config, "-fsg")); break; case PROP_FWDFLAT: g_value_set_boolean(value, cmd_ln_boolean_r(ps->config, "-fwdflat")); break; case PROP_BESTPATH: g_value_set_boolean(value, cmd_ln_boolean_r(ps->config, "-bestpath")); break; case PROP_LATDIR: g_value_set_string(value, ps->latdir); break; case PROP_MAXHMMPF: g_value_set_int(value, cmd_ln_int32_r(ps->config, "-maxhmmpf")); break; case PROP_MAXWPF: g_value_set_int(value, cmd_ln_int32_r(ps->config, "-maxwpf")); break; case PROP_BEAM: g_value_set_double(value, cmd_ln_float_r(ps->config, "-beam")); break; case PROP_PBEAM: g_value_set_double(value, cmd_ln_float_r(ps->config, "-pbeam")); break; case PROP_WBEAM: g_value_set_double(value, cmd_ln_float_r(ps->config, "-wbeam")); break; case PROP_DSRATIO: g_value_set_int(value, cmd_ln_int32_r(ps->config, "-ds")); break; default: G_OBJECT_WARN_INVALID_PROPERTY_ID(object, prop_id, pspec); break; } } static void gst_pocketsphinx_finalize(GObject * gobject) { GstPocketSphinx *ps = GST_POCKETSPHINX(gobject); ps_free(ps->ps); cmd_ln_free_r(ps->config); g_free(ps->last_result); G_OBJECT_CLASS(gst_pocketsphinx_parent_class)->finalize(gobject); } static void gst_pocketsphinx_init(GstPocketSphinx * ps) { ps->sinkpad = gst_pad_new_from_static_template(&sink_factory, "sink"); ps->srcpad = gst_pad_new_from_static_template(&src_factory, "src"); /* Parse default command-line options. */ ps->config = cmd_ln_parse_r(NULL, ps_args(), default_argc, default_argv, FALSE); ps_default_search_args(ps->config); ps->ps = ps_init(ps->config); if (ps->ps == NULL) { GST_ELEMENT_ERROR(GST_ELEMENT(ps), LIBRARY, INIT, ("Failed to initialize PocketSphinx"), ("Failed to initialize PocketSphinx")); } /* Set up pads. */ gst_element_add_pad(GST_ELEMENT(ps), ps->sinkpad); gst_pad_set_chain_function(ps->sinkpad, gst_pocketsphinx_chain); gst_pad_set_event_function(ps->sinkpad, gst_pocketsphinx_event); gst_pad_use_fixed_caps(ps->sinkpad); gst_element_add_pad(GST_ELEMENT(ps), ps->srcpad); gst_pad_use_fixed_caps(ps->srcpad); /* Initialize time. */ ps->last_result_time = 0; ps->last_result = NULL; } static void gst_pocketsphinx_post_message(GstPocketSphinx *ps, gboolean final, GstClockTime timestamp, gint32 prob, const gchar *hyp) { GstStructure *s = gst_structure_new ("pocketsphinx", "timestamp", G_TYPE_UINT64, timestamp, "final", G_TYPE_BOOLEAN, final, "confidence", G_TYPE_LONG, prob, "hypothesis", G_TYPE_STRING, hyp, NULL); gst_element_post_message (GST_ELEMENT (ps), gst_message_new_element (GST_OBJECT (ps), s)); } static GstFlowReturn gst_pocketsphinx_chain(GstPad * pad, GstObject *parent, GstBuffer * buffer) { GstPocketSphinx *ps; GstMapInfo info; gboolean in_speech; ps = GST_POCKETSPHINX(parent); /* Start an utterance for the first buffer we get */ if (!ps->listening_started) { ps->listening_started = TRUE; ps->utt_started = FALSE; ps_start_utt(ps->ps); } gst_buffer_map (buffer, &info, GST_MAP_READ); ps_process_raw(ps->ps, (short*) info.data, info.size / sizeof(short), FALSE, FALSE); gst_buffer_unmap (buffer, &info); in_speech = ps_get_in_speech(ps->ps); if (in_speech && !ps->utt_started) { ps->utt_started = TRUE; } if (!in_speech && ps->utt_started) { gst_pocketsphinx_finalize_utt(ps); } else if (ps->last_result_time == 0 /* Get a partial result every now and then, see if it is different. */ /* Check every 100 milliseconds. */ || (GST_BUFFER_TIMESTAMP(buffer) - ps->last_result_time) > 100*10*1000) { int32 score; char const *hyp; hyp = ps_get_hyp(ps->ps, &score); ps->last_result_time = GST_BUFFER_TIMESTAMP(buffer); if (hyp && strlen(hyp) > 0) { if (ps->last_result == NULL || 0 != strcmp(ps->last_result, hyp)) { g_free(ps->last_result); ps->last_result = g_strdup(hyp); gst_pocketsphinx_post_message(ps, FALSE, ps->last_result_time, ps_get_prob(ps->ps), hyp); } } } gst_buffer_unref(buffer); return GST_FLOW_OK; } static void gst_pocketsphinx_finalize_utt(GstPocketSphinx *ps) { GstBuffer *buffer; char const *hyp; int32 score; hyp = NULL; if (!ps->listening_started || !ps->utt_started) return; ps_end_utt(ps->ps); ps->listening_started = FALSE; hyp = ps_get_hyp(ps->ps, &score); /* Dump the lattice if requested. */ if (ps->latdir) { char *latfile; char uttid[16]; sprintf(uttid, "%09u", ps->uttno); ps->uttno++; latfile = string_join(ps->latdir, "/", uttid, ".lat", NULL); ps_lattice_t *dag; if ((dag = ps_get_lattice(ps->ps))) ps_lattice_write(dag, latfile); ckd_free(latfile); } if (hyp) { gst_pocketsphinx_post_message(ps, TRUE, GST_CLOCK_TIME_NONE, ps_get_prob(ps->ps), hyp); buffer = gst_buffer_new_and_alloc(strlen(hyp) + 1); gst_buffer_fill(buffer, 0, hyp, strlen(hyp)); gst_buffer_fill(buffer, strlen(hyp), "\n", 1); gst_pad_push(ps->srcpad, buffer); } } static gboolean gst_pocketsphinx_event(GstPad *pad, GstObject *parent, GstEvent *event) { GstPocketSphinx *ps; ps = GST_POCKETSPHINX(parent); switch (event->type) { case GST_EVENT_EOS: { gst_pocketsphinx_finalize_utt(ps); return gst_pad_event_default(pad, parent, event); } default: return gst_pad_event_default(pad, parent, event); } } static void gst_pocketsphinx_log(void *user_data, err_lvl_t lvl, const char *fmt, ...) { static const int gst_level[ERR_MAX] = {GST_LEVEL_DEBUG, GST_LEVEL_INFO, GST_LEVEL_INFO, GST_LEVEL_WARNING, GST_LEVEL_ERROR, GST_LEVEL_ERROR}; va_list ap; va_start(ap, fmt); gst_debug_log_valist(pocketsphinx_debug, gst_level[lvl], "", "", 0, NULL, fmt, ap); va_end(ap); } static gboolean plugin_init(GstPlugin * plugin) { err_set_callback(gst_pocketsphinx_log, NULL); if (!gst_element_register(plugin, "pocketsphinx", GST_RANK_NONE, GST_TYPE_POCKETSPHINX)) return FALSE; return TRUE; } #define PACKAGE PACKAGE_NAME GST_PLUGIN_DEFINE(GST_VERSION_MAJOR, GST_VERSION_MINOR, pocketsphinx, "PocketSphinx plugin", plugin_init, PACKAGE_VERSION, "BSD", "PocketSphinx", "http://cmusphinx.sourceforge.net/") pocketsphinx-5prealpha/src/gst-plugin/livedemo.py0000664000175000017500000000651412551303105017436 00000000000000#!/usr/bin/env python # Copyright (c) 2008 Carnegie Mellon University. # # You may modify and redistribute this file under the same terms as # the CMU Sphinx system. See # http://cmusphinx.sourceforge.net/html/LICENSE for more information. import pygtk pygtk.require('2.0') import gtk import gobject import pygst pygst.require('1.0') gobject.threads_init() import gst class DemoApp(object): """GStreamer/PocketSphinx Demo Application""" def __init__(self): """Initialize a DemoApp object""" self.init_gui() self.init_gst() def init_gui(self): """Initialize the GUI components""" self.window = gtk.Window() self.window.connect("delete-event", gtk.main_quit) self.window.set_default_size(400,200) self.window.set_border_width(10) vbox = gtk.VBox() self.textbuf = gtk.TextBuffer() self.text = gtk.TextView(self.textbuf) self.text.set_wrap_mode(gtk.WRAP_WORD) vbox.pack_start(self.text) self.button = gtk.ToggleButton("Speak") self.button.connect('clicked', self.button_clicked) vbox.pack_start(self.button, False, False, 5) self.window.add(vbox) self.window.show_all() def init_gst(self): """Initialize the speech components""" self.pipeline = gst.parse_launch('gconfaudiosrc ! audioconvert ! audioresample ' + '! pocketsphinx configured=true ! fakesink') bus = self.pipeline.get_bus() bus.add_signal_watch() bus.connect('message::element', self.element_message) self.pipeline.set_state(gst.STATE_PAUSED) def element_message(self, bus, msg): """Receive element messages from the bus.""" msgtype = msg.structure.get_name() if msgtype != 'pocketsphinx': return if msg.structure['final']: self.final_result(msg.structure['hypothesis'], msg.structure['confidence']) self.pipeline.set_state(gst.STATE_PAUSED) self.button.set_active(False) elif msgtype == 'result': self.partial_result(msg.structure['hypothesis']) def partial_result(self, hyp): """Delete any previous selection, insert text and select it.""" # All this stuff appears as one single action self.textbuf.begin_user_action() self.textbuf.delete_selection(True, self.text.get_editable()) self.textbuf.insert_at_cursor(hyp) ins = self.textbuf.get_insert() iter = self.textbuf.get_iter_at_mark(ins) iter.backward_chars(len(hyp)) self.textbuf.move_mark(ins, iter) self.textbuf.end_user_action() def final_result(self, hyp, confidence): """Insert the final result.""" # All this stuff appears as one single action self.textbuf.begin_user_action() self.textbuf.delete_selection(True, self.text.get_editable()) self.textbuf.insert_at_cursor(hyp) self.textbuf.end_user_action() def button_clicked(self, button): """Handle button presses.""" if button.get_active(): button.set_label("Stop") self.pipeline.set_state(gst.STATE_PLAYING) else: button.set_label("Speak") vader = self.pipeline.get_by_name('vad') vader.set_property('silent', True) app = DemoApp() gtk.main() pocketsphinx-5prealpha/src/gst-plugin/Makefile.am0000664000175000017500000000111212533620201017300 00000000000000my_plugins = my_headers = my_files = if BUILD_GST my_plugins += libgstpocketsphinx.la endif plugin_LTLIBRARIES = $(my_plugins) libgstpocketsphinx_la_SOURCES = gstpocketsphinx.c libgstpocketsphinx_la_LIBADD = \ $(GST_LIBS) \ -lgstaudio-$(GST_MAJORMINOR) \ $(top_builddir)/src/libpocketsphinx/libpocketsphinx.la \ -lsphinxbase libgstpocketsphinx_la_LDFLAGS = $(GST_PLUGIN_LDFLAGS) noinst_HEADERS = gstpocketsphinx.h AM_CFLAGS = \ -I$(top_srcdir)/include \ -I$(top_builddir)/include \ $(GST_CFLAGS) \ -DMODELDIR=\"$(pkgdatadir)/model\" EXTRA_DIST = livedemo.py livedemo.c pocketsphinx-5prealpha/src/gst-plugin/gstpocketsphinx.h0000664000175000017500000000704612504317100020665 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2007 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * * Author: David Huggins-Daines */ #ifndef __GST_POCKETSPHINX_H__ #define __GST_POCKETSPHINX_H__ #include #include G_BEGIN_DECLS #define GST_TYPE_POCKETSPHINX \ (gst_pocketsphinx_get_type()) #define GST_POCKETSPHINX(obj) \ (G_TYPE_CHECK_INSTANCE_CAST((obj),GST_TYPE_POCKETSPHINX,GstPocketSphinx)) #define GST_POCKETSPHINX_CLASS(klass) \ (G_TYPE_CHECK_CLASS_CAST((klass),GST_TYPE_POCKETSPHINX,GstPocketSphinxClass)) #define GST_IS_POCKETSPHINX(obj) \ (G_TYPE_CHECK_INSTANCE_TYPE((obj),GST_TYPE_POCKETSPHINX)) #define GST_IS_POCKETSPHINX_CLASS(klass) \ (G_TYPE_CHECK_CLASS_TYPE((klass),GST_TYPE_POCKETSPHINX)) typedef struct _GstPocketSphinx GstPocketSphinx; 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indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ngram_search.c N-Gram based multi-pass search ("FBS") */ /* System headers. */ #include #include /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "ps_lattice_internal.h" #include "ngram_search.h" #include "ngram_search_fwdtree.h" #include "ngram_search_fwdflat.h" static int ngram_search_start(ps_search_t *search); static int ngram_search_step(ps_search_t *search, int frame_idx); static int ngram_search_finish(ps_search_t *search); static int ngram_search_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p); static char const *ngram_search_hyp(ps_search_t *search, int32 *out_score, int32 *out_is_final); static int32 ngram_search_prob(ps_search_t *search); static ps_seg_t *ngram_search_seg_iter(ps_search_t *search, int32 *out_score); static ps_searchfuncs_t ngram_funcs = { /* start: */ ngram_search_start, /* step: */ ngram_search_step, /* finish: */ ngram_search_finish, /* reinit: */ ngram_search_reinit, /* free: */ ngram_search_free, /* lattice: */ ngram_search_lattice, /* hyp: */ ngram_search_hyp, /* prob: */ ngram_search_prob, /* seg_iter: */ ngram_search_seg_iter, }; static ngram_model_t *default_lm; static void ngram_search_update_widmap(ngram_search_t *ngs) { char const **words; int32 i, n_words; /* It's okay to include fillers since they won't be in the LM */ n_words = ps_search_n_words(ngs); words = (char const**)ckd_calloc(n_words, sizeof(*words)); /* This will include alternates, again, that's okay since they aren't in the LM */ for (i = 0; i < n_words; ++i) words[i] = dict_wordstr(ps_search_dict(ngs), i); ngram_model_set_map_words(ngs->lmset, words, n_words); ckd_free(words); } static void ngram_search_calc_beams(ngram_search_t *ngs) { cmd_ln_t *config; acmod_t *acmod; config = ps_search_config(ngs); acmod = ps_search_acmod(ngs); /* Log beam widths. */ ngs->beam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-beam"))>>SENSCR_SHIFT; ngs->wbeam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-wbeam"))>>SENSCR_SHIFT; ngs->pbeam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-pbeam"))>>SENSCR_SHIFT; ngs->lpbeam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-lpbeam"))>>SENSCR_SHIFT; ngs->lponlybeam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-lponlybeam"))>>SENSCR_SHIFT; ngs->fwdflatbeam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-fwdflatbeam"))>>SENSCR_SHIFT; ngs->fwdflatwbeam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-fwdflatwbeam"))>>SENSCR_SHIFT; /* Absolute pruning parameters. */ ngs->maxwpf = cmd_ln_int32_r(config, "-maxwpf"); ngs->maxhmmpf = cmd_ln_int32_r(config, "-maxhmmpf"); /* Various penalties which may or may not be useful. */ ngs->wip = logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-wip")) >>SENSCR_SHIFT; ngs->nwpen = logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-nwpen")) >>SENSCR_SHIFT; ngs->pip = logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-pip")) >>SENSCR_SHIFT; ngs->silpen = ngs->pip + (logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-silprob"))>>SENSCR_SHIFT); ngs->fillpen = ngs->pip + (logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-fillprob"))>>SENSCR_SHIFT); /* Language weight ratios for fwdflat and bestpath search. */ ngs->fwdflat_fwdtree_lw_ratio = cmd_ln_float32_r(config, "-fwdflatlw") / cmd_ln_float32_r(config, "-lw"); ngs->bestpath_fwdtree_lw_ratio = cmd_ln_float32_r(config, "-bestpathlw") / cmd_ln_float32_r(config, "-lw"); /* Acoustic score scale for posterior probabilities. */ ngs->ascale = 1.0 / cmd_ln_float32_r(config, "-ascale"); } ps_search_t * ngram_search_init(const char *name, ngram_model_t *lm, cmd_ln_t *config, acmod_t *acmod, dict_t *dict, dict2pid_t *d2p) { ngram_search_t *ngs; static char *lmname = "default"; /* Make the acmod's feature buffer growable if we are doing two-pass * search. */ acmod_set_grow(acmod, cmd_ln_boolean_r(config, "-fwdflat") && cmd_ln_boolean_r(config, "-fwdtree")); ngs = ckd_calloc(1, sizeof(*ngs)); ps_search_init(&ngs->base, &ngram_funcs, PS_SEARCH_TYPE_NGRAM, name, config, acmod, dict, d2p); ngs->hmmctx = hmm_context_init(bin_mdef_n_emit_state(acmod->mdef), acmod->tmat->tp, NULL, acmod->mdef->sseq); if (ngs->hmmctx == NULL) { ps_search_free(ps_search_base(ngs)); return NULL; } ngs->chan_alloc = listelem_alloc_init(sizeof(chan_t)); ngs->root_chan_alloc = listelem_alloc_init(sizeof(root_chan_t)); ngs->latnode_alloc = listelem_alloc_init(sizeof(ps_latnode_t)); /* Calculate various beam widths and such. */ ngram_search_calc_beams(ngs); /* Allocate a billion different tables for stuff. */ ngs->word_chan = ckd_calloc(dict_size(dict), sizeof(*ngs->word_chan)); ngs->word_lat_idx = ckd_calloc(dict_size(dict), sizeof(*ngs->word_lat_idx)); ngs->word_active = bitvec_alloc(dict_size(dict)); ngs->last_ltrans = ckd_calloc(dict_size(dict), sizeof(*ngs->last_ltrans)); /* FIXME: All these structures need to be made dynamic with * garbage collection. */ ngs->bp_table_size = cmd_ln_int32_r(config, "-latsize"); ngs->bp_table = ckd_calloc(ngs->bp_table_size, sizeof(*ngs->bp_table)); /* FIXME: This thing is frickin' huge. */ ngs->bscore_stack_size = ngs->bp_table_size * 20; ngs->bscore_stack = ckd_calloc(ngs->bscore_stack_size, sizeof(*ngs->bscore_stack)); ngs->n_frame_alloc = 256; ngs->bp_table_idx = ckd_calloc(ngs->n_frame_alloc + 1, sizeof(*ngs->bp_table_idx)); ++ngs->bp_table_idx; /* Make bptableidx[-1] valid */ /* Allocate active word list array */ ngs->active_word_list = ckd_calloc_2d(2, dict_size(dict), sizeof(**ngs->active_word_list)); ngs->lmset = ngram_model_set_init(config, &lm, &lmname, NULL, 1); if (!ngs->lmset) goto error_out; if (ngram_wid(ngs->lmset, S3_FINISH_WORD) == ngram_unknown_wid(ngs->lmset)) { E_ERROR("Language model/set does not contain , " "recognition will fail\n"); goto error_out; } /* Create word mappings. */ ngram_search_update_widmap(ngs); /* Initialize fwdtree, fwdflat, bestpath modules if necessary. */ if (cmd_ln_boolean_r(config, "-fwdtree")) { ngram_fwdtree_init(ngs); ngs->fwdtree = TRUE; ngs->fwdtree_perf.name = "fwdtree"; ptmr_init(&ngs->fwdtree_perf); } if (cmd_ln_boolean_r(config, "-fwdflat")) { ngram_fwdflat_init(ngs); ngs->fwdflat = TRUE; ngs->fwdflat_perf.name = "fwdflat"; ptmr_init(&ngs->fwdflat_perf); } if (cmd_ln_boolean_r(config, "-bestpath")) { ngs->bestpath = TRUE; ngs->bestpath_perf.name = "bestpath"; ptmr_init(&ngs->bestpath_perf); } return (ps_search_t *)ngs; error_out: ngram_search_free((ps_search_t *)ngs); return NULL; } static int ngram_search_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p) { ngram_search_t *ngs = (ngram_search_t *)search; int old_n_words; int rv = 0; /* Update the number of words. */ old_n_words = search->n_words; if (old_n_words != dict_size(dict)) { search->n_words = dict_size(dict); /* Reallocate these temporary arrays. */ ckd_free(ngs->word_lat_idx); ckd_free(ngs->word_active); ckd_free(ngs->last_ltrans); ckd_free_2d(ngs->active_word_list); ngs->word_lat_idx = ckd_calloc(search->n_words, sizeof(*ngs->word_lat_idx)); ngs->word_active = bitvec_alloc(search->n_words); ngs->last_ltrans = ckd_calloc(search->n_words, sizeof(*ngs->last_ltrans)); ngs->active_word_list = ckd_calloc_2d(2, search->n_words, sizeof(**ngs->active_word_list)); } /* Free old dict2pid, dict */ ps_search_base_reinit(search, dict, d2p); if (ngs->lmset == NULL) return 0; /* Update beam widths. */ ngram_search_calc_beams(ngs); /* Update word mappings. */ ngram_search_update_widmap(ngs); /* Now rebuild lextrees. */ if (ngs->fwdtree) { if ((rv = ngram_fwdtree_reinit(ngs)) < 0) return rv; } if (ngs->fwdflat) { if ((rv = ngram_fwdflat_reinit(ngs)) < 0) return rv; } return rv; } void ngram_search_free(ps_search_t *search) { ngram_search_t *ngs = (ngram_search_t *)search; if (ngs->fwdtree) ngram_fwdtree_deinit(ngs); if (ngs->fwdflat) ngram_fwdflat_deinit(ngs); if (ngs->bestpath) { double n_speech = (double)ngs->n_tot_frame / cmd_ln_int32_r(ps_search_config(ngs), "-frate"); E_INFO("TOTAL bestpath %.2f CPU %.3f xRT\n", ngs->bestpath_perf.t_tot_cpu, ngs->bestpath_perf.t_tot_cpu / n_speech); E_INFO("TOTAL bestpath %.2f wall %.3f xRT\n", ngs->bestpath_perf.t_tot_elapsed, ngs->bestpath_perf.t_tot_elapsed / n_speech); } ps_search_base_free(search); hmm_context_free(ngs->hmmctx); listelem_alloc_free(ngs->chan_alloc); listelem_alloc_free(ngs->root_chan_alloc); listelem_alloc_free(ngs->latnode_alloc); ngram_model_free(ngs->lmset); ckd_free(ngs->word_chan); ckd_free(ngs->word_lat_idx); bitvec_free(ngs->word_active); ckd_free(ngs->bp_table); ckd_free(ngs->bscore_stack); if (ngs->bp_table_idx != NULL) ckd_free(ngs->bp_table_idx - 1); ckd_free_2d(ngs->active_word_list); ckd_free(ngs->last_ltrans); ckd_free(ngs); } int ngram_search_mark_bptable(ngram_search_t *ngs, int frame_idx) { if (frame_idx >= ngs->n_frame_alloc) { ngs->n_frame_alloc *= 2; ngs->bp_table_idx = ckd_realloc(ngs->bp_table_idx - 1, (ngs->n_frame_alloc + 1) * sizeof(*ngs->bp_table_idx)); if (ngs->frm_wordlist) { ngs->frm_wordlist = ckd_realloc(ngs->frm_wordlist, ngs->n_frame_alloc * sizeof(*ngs->frm_wordlist)); } ++ngs->bp_table_idx; /* Make bptableidx[-1] valid */ } ngs->bp_table_idx[frame_idx] = ngs->bpidx; return ngs->bpidx; } static void set_real_wid(ngram_search_t *ngs, int32 bp) { bptbl_t *ent, *prev; assert(bp != NO_BP); ent = ngs->bp_table + bp; if (ent->bp == NO_BP) prev = NULL; else prev = ngs->bp_table + ent->bp; /* Propagate lm state for fillers, rotate it for words. */ if (dict_filler_word(ps_search_dict(ngs), ent->wid)) { if (prev != NULL) { ent->real_wid = prev->real_wid; ent->prev_real_wid = prev->prev_real_wid; } else { ent->real_wid = dict_basewid(ps_search_dict(ngs), ent->wid); ent->prev_real_wid = BAD_S3WID; } } else { ent->real_wid = dict_basewid(ps_search_dict(ngs), ent->wid); if (prev != NULL) ent->prev_real_wid = prev->real_wid; else ent->prev_real_wid = BAD_S3WID; } } #define NGRAM_HISTORY_LONG_WORD 2000 /* 20s */ void ngram_search_save_bp(ngram_search_t *ngs, int frame_idx, int32 w, int32 score, int32 path, int32 rc) { int32 bp; /* Look for an existing exit for this word in this frame. The * only reason one would exist is from a different right context * triphone, but of course that happens quite frequently. */ bp = ngs->word_lat_idx[w]; if (bp != NO_BP) { if (frame_idx - ngs->bp_table[path].frame > NGRAM_HISTORY_LONG_WORD) { E_WARN("Word '%s' survived for %d frames, potential overpruning\n", dict_wordstr(ps_search_dict(ngs), w), frame_idx - ngs->bp_table[path].frame); } /* Keep only the best scoring one, we will reconstruct the * others from the right context scores - usually the history * is not lost. */ if (ngs->bp_table[bp].score WORSE_THAN score) { assert(path != bp); /* Pathological. */ if (ngs->bp_table[bp].bp != path) { int32 bplh[2], newlh[2]; /* But, sometimes, the history *is* lost. If we wanted to * do exact language model scoring we'd have to preserve * these alternate histories. */ E_DEBUG(2,("Updating path history %d => %d frame %d\n", ngs->bp_table[bp].bp, path, frame_idx)); bplh[0] = ngs->bp_table[bp].bp == -1 ? -1 : ngs->bp_table[ngs->bp_table[bp].bp].prev_real_wid; bplh[1] = ngs->bp_table[bp].bp == -1 ? -1 : ngs->bp_table[ngs->bp_table[bp].bp].real_wid; newlh[0] = path == -1 ? -1 : ngs->bp_table[path].prev_real_wid; newlh[1] = path == -1 ? -1 : ngs->bp_table[path].real_wid; /* Actually it's worth checking how often the actual * language model state changes. */ if (bplh[0] != newlh[0] || bplh[1] != newlh[1]) { /* It's fairly rare that the actual language model * state changes, but it does happen some * times. */ E_DEBUG(1, ("Updating language model state %s,%s => %s,%s frame %d\n", dict_wordstr(ps_search_dict(ngs), bplh[0]), dict_wordstr(ps_search_dict(ngs), bplh[1]), dict_wordstr(ps_search_dict(ngs), newlh[0]), dict_wordstr(ps_search_dict(ngs), newlh[1]), frame_idx)); set_real_wid(ngs, bp); } ngs->bp_table[bp].bp = path; } ngs->bp_table[bp].score = score; } /* But do keep track of scores for all right contexts, since * we need them to determine the starting path scores for any * successors of this word exit. */ if (ngs->bp_table[bp].s_idx != -1) ngs->bscore_stack[ngs->bp_table[bp].s_idx + rc] = score; } else { int32 i, rcsize; bptbl_t *be; /* This might happen if recognition fails. */ if (ngs->bpidx == NO_BP) { E_ERROR("No entries in backpointer table!"); return; } /* Expand the backpointer tables if necessary. */ if (ngs->bpidx >= ngs->bp_table_size) { ngs->bp_table_size *= 2; ngs->bp_table = ckd_realloc(ngs->bp_table, ngs->bp_table_size * sizeof(*ngs->bp_table)); E_INFO("Resized backpointer table to %d entries\n", ngs->bp_table_size); } if (ngs->bss_head >= ngs->bscore_stack_size - bin_mdef_n_ciphone(ps_search_acmod(ngs)->mdef)) { ngs->bscore_stack_size *= 2; ngs->bscore_stack = ckd_realloc(ngs->bscore_stack, ngs->bscore_stack_size * sizeof(*ngs->bscore_stack)); E_INFO("Resized score stack to %d entries\n", ngs->bscore_stack_size); } ngs->word_lat_idx[w] = ngs->bpidx; be = &(ngs->bp_table[ngs->bpidx]); be->wid = w; be->frame = frame_idx; be->bp = path; be->score = score; be->s_idx = ngs->bss_head; be->valid = TRUE; assert(path != ngs->bpidx); /* DICT2PID */ /* Get diphone ID for final phone and number of ssids corresponding to it. */ be->last_phone = dict_last_phone(ps_search_dict(ngs),w); if (dict_is_single_phone(ps_search_dict(ngs), w)) { be->last2_phone = -1; be->s_idx = -1; rcsize = 0; } else { be->last2_phone = dict_second_last_phone(ps_search_dict(ngs),w); rcsize = dict2pid_rssid(ps_search_dict2pid(ngs), be->last_phone, be->last2_phone)->n_ssid; } /* Allocate some space on the bscore_stack for all of these triphones. */ for (i = 0; i < rcsize; ++i) ngs->bscore_stack[ngs->bss_head + i] = WORST_SCORE; if (rcsize) ngs->bscore_stack[ngs->bss_head + rc] = score; set_real_wid(ngs, ngs->bpidx); ngs->bpidx++; ngs->bss_head += rcsize; } } int ngram_search_find_exit(ngram_search_t *ngs, int frame_idx, int32 *out_best_score, int32 *out_is_final) { /* End of backpointers for this frame. */ int end_bpidx; int best_exit, bp; int32 best_score; /* No hypothesis means no exit node! */ if (ngs->n_frame == 0) return NO_BP; if (frame_idx == -1 || frame_idx >= ngs->n_frame) frame_idx = ngs->n_frame - 1; end_bpidx = ngs->bp_table_idx[frame_idx]; best_score = WORST_SCORE; best_exit = NO_BP; /* Scan back to find a frame with some backpointers in it. */ while (frame_idx >= 0 && ngs->bp_table_idx[frame_idx] == end_bpidx) --frame_idx; /* This is NOT an error, it just means there is no hypothesis yet. */ if (frame_idx < 0) return NO_BP; /* Now find the entry for OR the best scoring entry. */ assert(end_bpidx < ngs->bp_table_size); for (bp = ngs->bp_table_idx[frame_idx]; bp < end_bpidx; ++bp) { if (ngs->bp_table[bp].wid == ps_search_finish_wid(ngs) || ngs->bp_table[bp].score BETTER_THAN best_score) { best_score = ngs->bp_table[bp].score; best_exit = bp; } if (ngs->bp_table[bp].wid == ps_search_finish_wid(ngs)) break; } if (out_best_score) { *out_best_score = best_score; } if (out_is_final) { *out_is_final = (ngs->bp_table[bp].wid == ps_search_finish_wid(ngs)); } return best_exit; } char const * ngram_search_bp_hyp(ngram_search_t *ngs, int bpidx) { ps_search_t *base = ps_search_base(ngs); char *c; size_t len; int bp; if (bpidx == NO_BP) return NULL; bp = bpidx; len = 0; while (bp != NO_BP) { bptbl_t *be = &ngs->bp_table[bp]; bp = be->bp; if (dict_real_word(ps_search_dict(ngs), be->wid)) len += strlen(dict_basestr(ps_search_dict(ngs), be->wid)) + 1; } ckd_free(base->hyp_str); if (len == 0) { base->hyp_str = NULL; return base->hyp_str; } base->hyp_str = ckd_calloc(1, len); bp = bpidx; c = base->hyp_str + len - 1; while (bp != NO_BP) { bptbl_t *be = &ngs->bp_table[bp]; size_t len; bp = be->bp; if (dict_real_word(ps_search_dict(ngs), be->wid)) { len = strlen(dict_basestr(ps_search_dict(ngs), be->wid)); c -= len; memcpy(c, dict_basestr(ps_search_dict(ngs), be->wid), len); if (c > base->hyp_str) { --c; *c = ' '; } } } return base->hyp_str; } void ngram_search_alloc_all_rc(ngram_search_t *ngs, int32 w) { chan_t *hmm, *thmm; xwdssid_t *rssid; int32 i, tmatid, ciphone; /* DICT2PID */ /* Get pointer to array of triphones for final diphone. */ assert(!dict_is_single_phone(ps_search_dict(ngs), w)); ciphone = dict_last_phone(ps_search_dict(ngs),w); rssid = dict2pid_rssid(ps_search_dict2pid(ngs), ciphone, dict_second_last_phone(ps_search_dict(ngs),w)); tmatid = bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, ciphone); hmm = ngs->word_chan[w]; if ((hmm == NULL) || (hmm_nonmpx_ssid(&hmm->hmm) != rssid->ssid[0])) { hmm = listelem_malloc(ngs->chan_alloc); hmm->next = ngs->word_chan[w]; ngs->word_chan[w] = hmm; hmm->info.rc_id = 0; hmm->ciphone = ciphone; hmm_init(ngs->hmmctx, &hmm->hmm, FALSE, rssid->ssid[0], tmatid); E_DEBUG(3,("allocated rc_id 0 ssid %d ciphone %d lc %d word %s\n", rssid->ssid[0], hmm->ciphone, dict_second_last_phone(ps_search_dict(ngs),w), dict_wordstr(ps_search_dict(ngs),w))); } for (i = 1; i < rssid->n_ssid; ++i) { if ((hmm->next == NULL) || (hmm_nonmpx_ssid(&hmm->next->hmm) != rssid->ssid[i])) { thmm = listelem_malloc(ngs->chan_alloc); thmm->next = hmm->next; hmm->next = thmm; hmm = thmm; hmm->info.rc_id = i; hmm->ciphone = ciphone; hmm_init(ngs->hmmctx, &hmm->hmm, FALSE, rssid->ssid[i], tmatid); E_DEBUG(3,("allocated rc_id %d ssid %d ciphone %d lc %d word %s\n", i, rssid->ssid[i], hmm->ciphone, dict_second_last_phone(ps_search_dict(ngs),w), dict_wordstr(ps_search_dict(ngs),w))); } else hmm = hmm->next; } } void ngram_search_free_all_rc(ngram_search_t *ngs, int32 w) { chan_t *hmm, *thmm; for (hmm = ngs->word_chan[w]; hmm; hmm = thmm) { thmm = hmm->next; hmm_deinit(&hmm->hmm); listelem_free(ngs->chan_alloc, hmm); } ngs->word_chan[w] = NULL; } int32 ngram_search_exit_score(ngram_search_t *ngs, bptbl_t *pbe, int rcphone) { /* DICT2PID */ /* Get the mapping from right context phone ID to index in the * right context table and the bscore_stack. */ if (pbe->last2_phone == -1) { /* No right context for single phone predecessor words. */ return pbe->score; } else { xwdssid_t *rssid; /* Find the index for the last diphone of the previous word + * the first phone of the current word. */ rssid = dict2pid_rssid(ps_search_dict2pid(ngs), pbe->last_phone, pbe->last2_phone); /* This may be WORST_SCORE, which means that there was no exit * with rcphone as right context. */ return ngs->bscore_stack[pbe->s_idx + rssid->cimap[rcphone]]; } } /* * Compute acoustic and LM scores for a BPTable entry (segment). */ void ngram_compute_seg_score(ngram_search_t *ngs, bptbl_t *be, float32 lwf, int32 *out_ascr, int32 *out_lscr) { bptbl_t *pbe; int32 start_score; /* Start of utterance. */ if (be->bp == NO_BP) { *out_ascr = be->score; *out_lscr = 0; return; } /* Otherwise, calculate lscr and ascr. */ pbe = ngs->bp_table + be->bp; start_score = ngram_search_exit_score(ngs, pbe, dict_first_phone(ps_search_dict(ngs),be->wid)); assert(start_score BETTER_THAN WORST_SCORE); /* FIXME: These result in positive acoustic scores when filler words have non-filler pronunciations. That whole business is still pretty much broken but at least it doesn't segfault. */ if (be->wid == ps_search_silence_wid(ngs)) { *out_lscr = ngs->silpen; } else if (dict_filler_word(ps_search_dict(ngs), be->wid)) { *out_lscr = ngs->fillpen; } else { int32 n_used; *out_lscr = ngram_tg_score(ngs->lmset, be->real_wid, pbe->real_wid, pbe->prev_real_wid, &n_used)>>SENSCR_SHIFT; *out_lscr = *out_lscr * lwf; } *out_ascr = be->score - start_score - *out_lscr; } static int ngram_search_start(ps_search_t *search) { ngram_search_t *ngs = (ngram_search_t *)search; ngs->done = FALSE; ngram_model_flush(ngs->lmset); if (ngs->fwdtree) ngram_fwdtree_start(ngs); else if (ngs->fwdflat) ngram_fwdflat_start(ngs); else return -1; return 0; } static int ngram_search_step(ps_search_t *search, int frame_idx) { ngram_search_t *ngs = (ngram_search_t *)search; if (ngs->fwdtree) return ngram_fwdtree_search(ngs, frame_idx); else if (ngs->fwdflat) return ngram_fwdflat_search(ngs, frame_idx); else return -1; } void dump_bptable(ngram_search_t *ngs) { int i; E_INFO("Backpointer table (%d entries):\n", ngs->bpidx); for (i = 0; i < ngs->bpidx; ++i) { bptbl_t *bpe = ngs->bp_table + i; int j, rcsize; E_INFO_NOFN("%-5d %-10s start %-3d end %-3d score %-8d bp %-3d real_wid %-5d prev_real_wid %-5d", i, dict_wordstr(ps_search_dict(ngs), bpe->wid), (bpe->bp == -1 ? 0 : ngs->bp_table[bpe->bp].frame + 1), bpe->frame, bpe->score, bpe->bp, bpe->real_wid, bpe->prev_real_wid); if (bpe->last2_phone == -1) rcsize = 0; else rcsize = dict2pid_rssid(ps_search_dict2pid(ngs), bpe->last_phone, bpe->last2_phone)->n_ssid; if (rcsize) { E_INFOCONT("\tbss"); for (j = 0; j < rcsize; ++j) if (ngs->bscore_stack[bpe->s_idx + j] != WORST_SCORE) E_INFOCONT(" %d", bpe->score - ngs->bscore_stack[bpe->s_idx + j]); } E_INFOCONT("\n"); } } static int ngram_search_finish(ps_search_t *search) { ngram_search_t *ngs = (ngram_search_t *)search; ngs->n_tot_frame += ngs->n_frame; if (ngs->fwdtree) { ngram_fwdtree_finish(ngs); /* dump_bptable(ngs); */ /* Now do fwdflat search in its entirety, if requested. */ if (ngs->fwdflat) { int i; /* Rewind the acoustic model. */ if (acmod_rewind(ps_search_acmod(ngs)) < 0) return -1; /* Now redo search. */ ngram_fwdflat_start(ngs); i = 0; while (ps_search_acmod(ngs)->n_feat_frame > 0) { int nfr; if ((nfr = ngram_fwdflat_search(ngs, i)) < 0) return nfr; acmod_advance(ps_search_acmod(ngs)); ++i; } ngram_fwdflat_finish(ngs); /* And now, we should have a result... */ /* dump_bptable(ngs); */ } } else if (ngs->fwdflat) { ngram_fwdflat_finish(ngs); } /* Mark the current utterance as done. */ ngs->done = TRUE; return 0; } static ps_latlink_t * ngram_search_bestpath(ps_search_t *search, int32 *out_score, int backward) { ngram_search_t *ngs = (ngram_search_t *)search; if (search->last_link == NULL) { search->last_link = ps_lattice_bestpath(search->dag, ngs->lmset, ngs->bestpath_fwdtree_lw_ratio, ngs->ascale); if (search->last_link == NULL) return NULL; /* Also calculate betas so we can fill in the posterior * probability field in the segmentation. */ if (search->post == 0) search->post = ps_lattice_posterior(search->dag, ngs->lmset, ngs->ascale); } if (out_score) *out_score = search->last_link->path_scr + search->dag->final_node_ascr; return search->last_link; } static char const * ngram_search_hyp(ps_search_t *search, int32 *out_score, int32 *out_is_final) { ngram_search_t *ngs = (ngram_search_t *)search; /* Only do bestpath search if the utterance is complete. */ if (ngs->bestpath && ngs->done) { ps_lattice_t *dag; ps_latlink_t *link; char const *hyp; double n_speech; ptmr_reset(&ngs->bestpath_perf); ptmr_start(&ngs->bestpath_perf); if ((dag = ngram_search_lattice(search)) == NULL) return NULL; if ((link = ngram_search_bestpath(search, out_score, FALSE)) == NULL) return NULL; hyp = ps_lattice_hyp(dag, link); ptmr_stop(&ngs->bestpath_perf); n_speech = (double)dag->n_frames / cmd_ln_int32_r(ps_search_config(ngs), "-frate"); E_INFO("bestpath %.2f CPU %.3f xRT\n", ngs->bestpath_perf.t_cpu, ngs->bestpath_perf.t_cpu / n_speech); E_INFO("bestpath %.2f wall %.3f xRT\n", ngs->bestpath_perf.t_elapsed, ngs->bestpath_perf.t_elapsed / n_speech); return hyp; } else { int32 bpidx; /* fwdtree and fwdflat use same backpointer table. */ bpidx = ngram_search_find_exit(ngs, -1, out_score, out_is_final); if (bpidx != NO_BP) return ngram_search_bp_hyp(ngs, bpidx); } return NULL; } static void ngram_search_bp2itor(ps_seg_t *seg, int bp) { ngram_search_t *ngs = (ngram_search_t *)seg->search; bptbl_t *be, *pbe; be = &ngs->bp_table[bp]; pbe = be->bp == -1 ? NULL : &ngs->bp_table[be->bp]; seg->word = dict_wordstr(ps_search_dict(ngs), be->wid); seg->ef = be->frame; seg->sf = pbe ? pbe->frame + 1 : 0; seg->prob = 0; /* Bogus value... */ /* Compute acoustic and LM scores for this segment. */ if (pbe == NULL) { seg->ascr = be->score; seg->lscr = 0; seg->lback = 0; } else { int32 start_score; /* Find ending path score of previous word. */ start_score = ngram_search_exit_score(ngs, pbe, dict_first_phone(ps_search_dict(ngs), be->wid)); assert(start_score BETTER_THAN WORST_SCORE); if (be->wid == ps_search_silence_wid(ngs)) { seg->lscr = ngs->silpen; } else if (dict_filler_word(ps_search_dict(ngs), be->wid)) { seg->lscr = ngs->fillpen; } else { seg->lscr = ngram_tg_score(ngs->lmset, be->real_wid, pbe->real_wid, pbe->prev_real_wid, &seg->lback)>>SENSCR_SHIFT; seg->lscr = (int32)(seg->lscr * seg->lwf); } seg->ascr = be->score - start_score - seg->lscr; } } static void ngram_bp_seg_free(ps_seg_t *seg) { bptbl_seg_t *itor = (bptbl_seg_t *)seg; ckd_free(itor->bpidx); ckd_free(itor); } static ps_seg_t * ngram_bp_seg_next(ps_seg_t *seg) { bptbl_seg_t *itor = (bptbl_seg_t *)seg; if (++itor->cur == itor->n_bpidx) { ngram_bp_seg_free(seg); return NULL; } ngram_search_bp2itor(seg, itor->bpidx[itor->cur]); return seg; } static ps_segfuncs_t ngram_bp_segfuncs = { /* seg_next */ ngram_bp_seg_next, /* seg_free */ ngram_bp_seg_free }; static ps_seg_t * ngram_search_bp_iter(ngram_search_t *ngs, int bpidx, float32 lwf) { bptbl_seg_t *itor; int bp, cur; /* Calling this an "iterator" is a bit of a misnomer since we have * to get the entire backtrace in order to produce it. On the * other hand, all we actually need is the bptbl IDs, and we can * allocate a fixed-size array of them. */ itor = ckd_calloc(1, sizeof(*itor)); itor->base.vt = &ngram_bp_segfuncs; itor->base.search = ps_search_base(ngs); itor->base.lwf = lwf; itor->n_bpidx = 0; bp = bpidx; while (bp != NO_BP) { bptbl_t *be = &ngs->bp_table[bp]; bp = be->bp; ++itor->n_bpidx; } if (itor->n_bpidx == 0) { ckd_free(itor); return NULL; } itor->bpidx = ckd_calloc(itor->n_bpidx, sizeof(*itor->bpidx)); cur = itor->n_bpidx - 1; bp = bpidx; while (bp != NO_BP) { bptbl_t *be = &ngs->bp_table[bp]; itor->bpidx[cur] = bp; bp = be->bp; --cur; } /* Fill in relevant fields for first element. */ ngram_search_bp2itor((ps_seg_t *)itor, itor->bpidx[0]); return (ps_seg_t *)itor; } static ps_seg_t * ngram_search_seg_iter(ps_search_t *search, int32 *out_score) { ngram_search_t *ngs = (ngram_search_t *)search; /* Only do bestpath search if the utterance is done. */ if (ngs->bestpath && ngs->done) { ps_lattice_t *dag; ps_latlink_t *link; double n_speech; ps_seg_t *itor; ptmr_reset(&ngs->bestpath_perf); ptmr_start(&ngs->bestpath_perf); if ((dag = ngram_search_lattice(search)) == NULL) return NULL; if ((link = ngram_search_bestpath(search, out_score, TRUE)) == NULL) return NULL; itor = ps_lattice_seg_iter(dag, link, ngs->bestpath_fwdtree_lw_ratio); ptmr_stop(&ngs->bestpath_perf); n_speech = (double)dag->n_frames / cmd_ln_int32_r(ps_search_config(ngs), "-frate"); E_INFO("bestpath %.2f CPU %.3f xRT\n", ngs->bestpath_perf.t_cpu, ngs->bestpath_perf.t_cpu / n_speech); E_INFO("bestpath %.2f wall %.3f xRT\n", ngs->bestpath_perf.t_elapsed, ngs->bestpath_perf.t_elapsed / n_speech); return itor; } else { int32 bpidx; /* fwdtree and fwdflat use same backpointer table. */ bpidx = ngram_search_find_exit(ngs, -1, out_score, NULL); return ngram_search_bp_iter(ngs, bpidx, /* but different language weights... */ (ngs->done && ngs->fwdflat) ? ngs->fwdflat_fwdtree_lw_ratio : 1.0); } return NULL; } static int32 ngram_search_prob(ps_search_t *search) { ngram_search_t *ngs = (ngram_search_t *)search; /* Only do bestpath search if the utterance is done. */ if (ngs->bestpath && ngs->done) { ps_lattice_t *dag; ps_latlink_t *link; if ((dag = ngram_search_lattice(search)) == NULL) return 0; if ((link = ngram_search_bestpath(search, NULL, TRUE)) == NULL) return 0; return search->post; } else { /* FIXME: Give some kind of good estimate here, eventually. */ return 0; } } static void create_dag_nodes(ngram_search_t *ngs, ps_lattice_t *dag) { bptbl_t *bp_ptr; int32 i; for (i = 0, bp_ptr = ngs->bp_table; i < ngs->bpidx; ++i, ++bp_ptr) { int32 sf, ef, wid; ps_latnode_t *node; /* Skip invalid backpointers (these result from -maxwpf pruning) */ if (!bp_ptr->valid) continue; sf = (bp_ptr->bp < 0) ? 0 : ngs->bp_table[bp_ptr->bp].frame + 1; ef = bp_ptr->frame; wid = bp_ptr->wid; assert(ef < dag->n_frames); /* Skip non-final entries. */ if ((wid == ps_search_finish_wid(ngs)) && (ef < dag->n_frames - 1)) continue; /* Skip if word not in LM */ if ((!dict_filler_word(ps_search_dict(ngs), wid)) && (!ngram_model_set_known_wid(ngs->lmset, dict_basewid(ps_search_dict(ngs), wid)))) continue; /* See if bptbl entry already in lattice */ for (node = dag->nodes; node; node = node->next) { if ((node->wid == wid) && (node->sf == sf)) break; } /* For the moment, store bptbl indices in node.{fef,lef} */ if (node) node->lef = i; else { /* New node; link to head of list */ node = listelem_malloc(dag->latnode_alloc); node->wid = wid; node->sf = sf; /* This is a frame index. */ node->fef = node->lef = i; /* These are backpointer indices (argh) */ node->reachable = FALSE; node->entries = NULL; node->exits = NULL; /* NOTE: This creates the list of nodes in reverse * topological order, i.e. a node always precedes its * antecedents in this list. */ node->next = dag->nodes; dag->nodes = node; ++dag->n_nodes; } } } static ps_latnode_t * find_start_node(ngram_search_t *ngs, ps_lattice_t *dag) { ps_latnode_t *node; /* Find start node .0 */ for (node = dag->nodes; node; node = node->next) { if ((node->wid == ps_search_start_wid(ngs)) && (node->sf == 0)) break; } if (!node) { /* This is probably impossible. */ E_ERROR("Couldn't find in first frame\n"); return NULL; } return node; } static ps_latnode_t * find_end_node(ngram_search_t *ngs, ps_lattice_t *dag, float32 lwf) { ps_latnode_t *node; int32 ef, bestbp, bp, bestscore; /* Find final node .last_frame; nothing can follow this node */ for (node = dag->nodes; node; node = node->next) { int32 lef = ngs->bp_table[node->lef].frame; if ((node->wid == ps_search_finish_wid(ngs)) && (lef == dag->n_frames - 1)) break; } if (node != NULL) return node; /* It is quite likely that no exited in the last frame. So, * find the node corresponding to the best exit. */ /* Find the last frame containing a word exit. */ for (ef = dag->n_frames - 1; ef >= 0 && ngs->bp_table_idx[ef] == ngs->bpidx; --ef); if (ef < 0) { E_ERROR("Empty backpointer table: can not build DAG.\n"); return NULL; } /* Find best word exit in that frame. */ bestscore = WORST_SCORE; bestbp = NO_BP; for (bp = ngs->bp_table_idx[ef]; bp < ngs->bp_table_idx[ef + 1]; ++bp) { int32 n_used, l_scr, wid, prev_wid; wid = ngs->bp_table[bp].real_wid; prev_wid = ngs->bp_table[bp].prev_real_wid; /* Always prefer , of which there will only be one per frame. */ if (wid == ps_search_finish_wid(ngs)) { bestbp = bp; break; } l_scr = ngram_tg_score(ngs->lmset, ps_search_finish_wid(ngs), wid, prev_wid, &n_used) >>SENSCR_SHIFT; l_scr = l_scr * lwf; if (ngs->bp_table[bp].score + l_scr BETTER_THAN bestscore) { bestscore = ngs->bp_table[bp].score + l_scr; bestbp = bp; } } if (bestbp == NO_BP) { E_ERROR("No word exits found in last frame (%d), assuming no recognition\n", ef); return NULL; } E_INFO(" not found in last frame, using %s.%d instead\n", dict_basestr(ps_search_dict(ngs), ngs->bp_table[bestbp].wid), ef); /* Now find the node that corresponds to it. */ for (node = dag->nodes; node; node = node->next) { if (node->lef == bestbp) return node; } /* FIXME: This seems to happen a lot! */ E_ERROR("Failed to find DAG node corresponding to %s\n", dict_basestr(ps_search_dict(ngs), ngs->bp_table[bestbp].wid)); return NULL; } /* * Build lattice from bptable. */ ps_lattice_t * ngram_search_lattice(ps_search_t *search) { int32 i, score, ascr, lscr; ps_latnode_t *node, *from, *to; ngram_search_t *ngs; ps_lattice_t *dag; int min_endfr, nlink; float lwf; ngs = (ngram_search_t *)search; min_endfr = cmd_ln_int32_r(ps_search_config(search), "-min_endfr"); /* If the best score is WORST_SCORE or worse, there is no way to * make a lattice. */ if (ngs->best_score == WORST_SCORE || ngs->best_score WORSE_THAN WORST_SCORE) return NULL; /* Check to see if a lattice has previously been created over the * same number of frames, and reuse it if so. */ if (search->dag && search->dag->n_frames == ngs->n_frame) return search->dag; /* Nope, create a new one. */ ps_lattice_free(search->dag); search->dag = NULL; dag = ps_lattice_init_search(search, ngs->n_frame); /* Compute these such that they agree with the fwdtree language weight. */ lwf = ngs->fwdflat ? ngs->fwdflat_fwdtree_lw_ratio : 1.0; create_dag_nodes(ngs, dag); if ((dag->start = find_start_node(ngs, dag)) == NULL) goto error_out; if ((dag->end = find_end_node(ngs, dag, ngs->bestpath_fwdtree_lw_ratio)) == NULL) goto error_out; E_INFO("lattice start node %s.%d end node %s.%d\n", dict_wordstr(search->dict, dag->start->wid), dag->start->sf, dict_wordstr(search->dict, dag->end->wid), dag->end->sf); ngram_compute_seg_score(ngs, ngs->bp_table + dag->end->lef, lwf, &dag->final_node_ascr, &lscr); /* * At this point, dag->nodes is ordered such that nodes earlier in * the list can follow (in time) those later in the list, but not * vice versa (see above - also note that adjacency is purely * determined by time which is why we can make this claim). Now * create precedence links and simultanesously mark all nodes that * can reach dag->end. (All nodes are reached from dag->start * simply by definition - they were created that way). * * Note that this also means that any nodes before dag->end in the * list can be discarded, meaning that dag->end will always be * equal to dag->nodes (FIXME: except when loading from a file but * we can fix that...) */ i = 0; while (dag->nodes && dag->nodes != dag->end) { ps_latnode_t *next = dag->nodes->next; listelem_free(dag->latnode_alloc, dag->nodes); dag->nodes = next; ++i; } E_INFO("Eliminated %d nodes before end node\n", i); dag->end->reachable = TRUE; nlink = 0; for (to = dag->end; to; to = to->next) { int fef, lef; /* Skip if not reachable; it will never be reachable from dag->end */ if (!to->reachable) continue; /* Prune nodes with too few endpoints - heuristic borrowed from Sphinx3 */ fef = ngs->bp_table[to->fef].frame; lef = ngs->bp_table[to->lef].frame; if (to != dag->end && lef - fef < min_endfr) { to->reachable = FALSE; continue; } /* Find predecessors of to : from->fef+1 <= to->sf <= from->lef+1 */ for (from = to->next; from; from = from->next) { bptbl_t *from_bpe; fef = ngs->bp_table[from->fef].frame; lef = ngs->bp_table[from->lef].frame; if ((to->sf <= fef) || (to->sf > lef + 1)) continue; if (lef - fef < min_endfr) { assert(!from->reachable); continue; } /* Find bptable entry for "from" that exactly precedes "to" */ i = from->fef; from_bpe = ngs->bp_table + i; for (; i <= from->lef; i++, from_bpe++) { if (from_bpe->wid != from->wid) continue; if (from_bpe->frame >= to->sf - 1) break; } if ((i > from->lef) || (from_bpe->frame != to->sf - 1)) continue; /* Find acoustic score from.sf->to.sf-1 with right context = to */ /* This gives us from_bpe's best acoustic score. */ ngram_compute_seg_score(ngs, from_bpe, lwf, &ascr, &lscr); /* Now find the exact path score for from->to, including * the appropriate final triphone. In fact this might not * exist. */ score = ngram_search_exit_score(ngs, from_bpe, dict_first_phone(ps_search_dict(ngs), to->wid)); /* Does not exist. Can't create a link here. */ if (score == WORST_SCORE) continue; /* Adjust the arc score to match the correct triphone. */ else score = ascr + (score - from_bpe->score); if (score BETTER_THAN 0) { /* Scores must be negative, or Bad Things will happen. In general, they are, except in corner cases involving filler words. We don't want to throw any links away so we'll keep these, but with some arbitrarily improbable but recognizable score. */ ps_lattice_link(dag, from, to, -424242, from_bpe->frame); ++nlink; from->reachable = TRUE; } else if (score BETTER_THAN WORST_SCORE) { ps_lattice_link(dag, from, to, score, from_bpe->frame); ++nlink; from->reachable = TRUE; } } } /* There must be at least one path between dag->start and dag->end */ if (!dag->start->reachable) { E_ERROR("End node of lattice isolated; unreachable\n"); goto error_out; } for (node = dag->nodes; node; node = node->next) { /* Change node->{fef,lef} from bptbl indices to frames. */ node->fef = ngs->bp_table[node->fef].frame; node->lef = ngs->bp_table[node->lef].frame; /* Find base wid for nodes. */ node->basewid = dict_basewid(search->dict, node->wid); } /* Link nodes with alternate pronunciations at the same timepoint. */ for (node = dag->nodes; node; node = node->next) { ps_latnode_t *alt; /* Scan forward to find the next alternate, then stop. */ for (alt = node->next; alt && alt->sf == node->sf; alt = alt->next) { if (alt->basewid == node->basewid) { alt->alt = node->alt; node->alt = alt; break; } } } E_INFO("Lattice has %d nodes, %d links\n", dag->n_nodes, nlink); /* Minor hack: If the final node is a filler word and not , * then set its base word ID to , so that the language model * scores won't be screwed up. */ if (dict_filler_word(ps_search_dict(ngs), dag->end->wid)) dag->end->basewid = ps_search_finish_wid(ngs); /* Free nodes unreachable from dag->end and their links */ ps_lattice_delete_unreachable(dag); /* Add silprob and fillprob to corresponding links */ ps_lattice_penalize_fillers(dag, ngs->silpen, ngs->fillpen); search->dag = dag; return dag; error_out: ps_lattice_free(dag); return NULL; } void ngram_search_set_lm(ngram_model_t *lm) { default_lm = ngram_model_retain(lm); } pocketsphinx-5prealpha/src/libpocketsphinx/ms_senone.c0000664000175000017500000003344212504317100020525 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* System headers. */ #include #include #include /* SphinxBase headers. */ #include /* Local headers. */ #include "ms_senone.h" #define MIXW_PARAM_VERSION "1.0" #define SPDEF_PARAM_VERSION "1.2" static int32 senone_mgau_map_read(senone_t * s, char const *file_name) { FILE *fp; int32 byteswap, chksum_present, n_gauden_present; uint32 chksum; int32 i; char eofchk; char **argname, **argval; void *ptr; float32 v; E_INFO("Reading senone gauden-codebook map file: %s\n", file_name); if ((fp = fopen(file_name, "rb")) == NULL) E_FATAL_SYSTEM("Failed to open map file '%s' for reading", file_name); /* Read header, including argument-value info and 32-bit byteorder magic */ if (bio_readhdr(fp, &argname, &argval, &byteswap) < 0) E_FATAL("Failed to read header from file '%s'\n", file_name); /* Parse argument-value list */ chksum_present = 0; n_gauden_present = 0; for (i = 0; argname[i]; i++) { if (strcmp(argname[i], "version") == 0) { if (strcmp(argval[i], SPDEF_PARAM_VERSION) != 0) { E_WARN("Version mismatch(%s): %s, expecting %s\n", file_name, argval[i], SPDEF_PARAM_VERSION); } /* HACK!! Convert version# to float32 and take appropriate action */ if (sscanf(argval[i], "%f", &v) != 1) E_FATAL("%s: Bad version no. string: %s\n", file_name, argval[i]); n_gauden_present = (v > 1.1) ? 1 : 0; } else if (strcmp(argname[i], "chksum0") == 0) { chksum_present = 1; /* Ignore the associated value */ } } bio_hdrarg_free(argname, argval); argname = argval = NULL; chksum = 0; /* Read #gauden (if version matches) */ if (n_gauden_present) { E_INFO("Reading number of codebooks from %s\n", file_name); if (bio_fread (&(s->n_gauden), sizeof(int32), 1, fp, byteswap, &chksum) != 1) E_FATAL("fread(%s) (#gauden) failed\n", file_name); } /* Read 1d array data */ if (bio_fread_1d(&ptr, sizeof(uint32), &(s->n_sen), fp, byteswap, &chksum) < 0) { E_FATAL("bio_fread_1d(%s) failed\n", file_name); } s->mgau = ptr; E_INFO("Mapping %d senones to %d codebooks\n", s->n_sen, s->n_gauden); /* Infer n_gauden if not present in this version */ if (!n_gauden_present) { s->n_gauden = 1; for (i = 0; i < s->n_sen; i++) if (s->mgau[i] >= s->n_gauden) s->n_gauden = s->mgau[i] + 1; } if (chksum_present) bio_verify_chksum(fp, byteswap, chksum); if (fread(&eofchk, 1, 1, fp) == 1) E_FATAL("More data than expected in %s: %d\n", file_name, eofchk); fclose(fp); E_INFO("Read %d->%d senone-codebook mappings\n", s->n_sen, s->n_gauden); return 1; } static int32 senone_mixw_read(senone_t * s, char const *file_name, logmath_t *lmath) { char eofchk; FILE *fp; int32 byteswap, chksum_present; uint32 chksum; float32 *pdf; int32 i, f, c, p, n_err; char **argname, **argval; E_INFO("Reading senone mixture weights: %s\n", file_name); if ((fp = fopen(file_name, "rb")) == NULL) E_FATAL_SYSTEM("Failed to open mixture weights file '%s' for reading", file_name); /* Read header, including argument-value info and 32-bit byteorder magic */ if (bio_readhdr(fp, &argname, &argval, &byteswap) < 0) E_FATAL("Failed to read header from file '%s'\n", file_name); /* Parse argument-value list */ chksum_present = 0; for (i = 0; argname[i]; i++) { if (strcmp(argname[i], "version") == 0) { if (strcmp(argval[i], MIXW_PARAM_VERSION) != 0) E_WARN("Version mismatch(%s): %s, expecting %s\n", file_name, argval[i], MIXW_PARAM_VERSION); } else if (strcmp(argname[i], "chksum0") == 0) { chksum_present = 1; /* Ignore the associated value */ } } bio_hdrarg_free(argname, argval); argname = argval = NULL; chksum = 0; /* Read #senones, #features, #codewords, arraysize */ if ((bio_fread(&(s->n_sen), sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&(s->n_feat), sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&(s->n_cw), sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&i, sizeof(int32), 1, fp, byteswap, &chksum) != 1)) { E_FATAL("bio_fread(%s) (arraysize) failed\n", file_name); } if (i != s->n_sen * s->n_feat * s->n_cw) { E_FATAL ("%s: #float32s(%d) doesn't match dimensions: %d x %d x %d\n", file_name, i, s->n_sen, s->n_feat, s->n_cw); } /* * Compute #LSB bits to be dropped to represent mixwfloor with 8 bits. * All PDF values will be truncated (in the LSB positions) by these many bits. */ if ((s->mixwfloor <= 0.0) || (s->mixwfloor >= 1.0)) E_FATAL("mixwfloor (%e) not in range (0, 1)\n", s->mixwfloor); /* Use a fixed shift for compatibility with everything else. */ E_INFO("Truncating senone logs3(pdf) values by %d bits\n", SENSCR_SHIFT); /* * Allocate memory for senone PDF data. Organize normally or transposed depending on * s->n_gauden. */ if (s->n_gauden > 1) { E_INFO("Not transposing mixture weights in memory\n"); s->pdf = (senprob_t ***) ckd_calloc_3d(s->n_sen, s->n_feat, s->n_cw, sizeof(senprob_t)); } else { E_INFO("Transposing mixture weights in memory\n"); s->pdf = (senprob_t ***) ckd_calloc_3d(s->n_feat, s->n_cw, s->n_sen, sizeof(senprob_t)); } /* Temporary structure to read in floats */ pdf = (float32 *) ckd_calloc(s->n_cw, sizeof(float32)); /* Read senone probs data, normalize, floor, convert to logs3, truncate to 8 bits */ n_err = 0; for (i = 0; i < s->n_sen; i++) { for (f = 0; f < s->n_feat; f++) { if (bio_fread ((void *) pdf, sizeof(float32), s->n_cw, fp, byteswap, &chksum) != s->n_cw) { E_FATAL("bio_fread(%s) (arraydata) failed\n", file_name); } /* Normalize and floor */ if (vector_sum_norm(pdf, s->n_cw) <= 0.0) n_err++; vector_floor(pdf, s->n_cw, s->mixwfloor); vector_sum_norm(pdf, s->n_cw); /* Convert to logs3, truncate to 8 bits, and store in s->pdf */ for (c = 0; c < s->n_cw; c++) { p = -(logmath_log(lmath, pdf[c])); p += (1 << (SENSCR_SHIFT - 1)) - 1; /* Rounding before truncation */ if (s->n_gauden > 1) s->pdf[i][f][c] = (p < (255 << SENSCR_SHIFT)) ? (p >> SENSCR_SHIFT) : 255; else s->pdf[f][c][i] = (p < (255 << SENSCR_SHIFT)) ? (p >> SENSCR_SHIFT) : 255; } } } if (n_err > 0) E_WARN("Weight normalization failed for %d mixture weights components\n", n_err); ckd_free(pdf); if (chksum_present) bio_verify_chksum(fp, byteswap, chksum); if (fread(&eofchk, 1, 1, fp) == 1) E_FATAL("More data than expected in %s\n", file_name); fclose(fp); E_INFO ("Read mixture weights for %d senones: %d features x %d codewords\n", s->n_sen, s->n_feat, s->n_cw); return 1; } senone_t * senone_init(gauden_t *g, char const *mixwfile, char const *sen2mgau_map_file, float32 mixwfloor, logmath_t *lmath, bin_mdef_t *mdef) { senone_t *s; int32 n = 0, i; s = (senone_t *) ckd_calloc(1, sizeof(senone_t)); s->lmath = logmath_init(logmath_get_base(lmath), SENSCR_SHIFT, TRUE); s->mixwfloor = mixwfloor; s->n_gauden = g->n_mgau; if (sen2mgau_map_file) { if (!(strcmp(sen2mgau_map_file, ".semi.") == 0 || strcmp(sen2mgau_map_file, ".ptm.") == 0 || strcmp(sen2mgau_map_file, ".cont.") == 0)) { senone_mgau_map_read(s, sen2mgau_map_file); n = s->n_sen; } } else { if (s->n_gauden == 1) sen2mgau_map_file = ".semi."; else if (s->n_gauden == bin_mdef_n_ciphone(mdef)) sen2mgau_map_file = ".ptm."; else sen2mgau_map_file = ".cont."; } senone_mixw_read(s, mixwfile, lmath); if (strcmp(sen2mgau_map_file, ".semi.") == 0) { /* All-to-1 senones-codebook mapping */ E_INFO("Mapping all senones to one codebook\n"); s->mgau = (uint32 *) ckd_calloc(s->n_sen, sizeof(*s->mgau)); } else if (strcmp(sen2mgau_map_file, ".ptm.") == 0) { /* All-to-ciphone-id senones-codebook mapping */ E_INFO("Mapping senones to context-independent phone codebooks\n"); s->mgau = (uint32 *) ckd_calloc(s->n_sen, sizeof(*s->mgau)); for (i = 0; i < s->n_sen; i++) s->mgau[i] = bin_mdef_sen2cimap(mdef, i); } else if (strcmp(sen2mgau_map_file, ".cont.") == 0 || strcmp(sen2mgau_map_file, ".s3cont.") == 0) { /* 1-to-1 senone-codebook mapping */ E_INFO("Mapping senones to individual codebooks\n"); if (s->n_sen <= 1) E_FATAL("#senone=%d; must be >1\n", s->n_sen); s->mgau = (uint32 *) ckd_calloc(s->n_sen, sizeof(*s->mgau)); for (i = 0; i < s->n_sen; i++) s->mgau[i] = i; /* Not sure why this is here, it probably does nothing. */ s->n_gauden = s->n_sen; } else { if (s->n_sen != n) E_FATAL("#senones inconsistent: %d in %s; %d in %s\n", n, sen2mgau_map_file, s->n_sen, mixwfile); } s->featscr = NULL; return s; } void senone_free(senone_t * s) { if (s == NULL) return; if (s->pdf) ckd_free_3d((void *) s->pdf); if (s->mgau) ckd_free(s->mgau); if (s->featscr) ckd_free(s->featscr); logmath_free(s->lmath); ckd_free(s); } /* * Compute senone score for one senone. * NOTE: Remember that senone PDF tables contain SCALED, NEGATED logs3 values. * NOTE: Remember also that PDF data may be transposed or not depending on s->n_gauden. */ int32 senone_eval(senone_t * s, int id, gauden_dist_t ** dist, int32 n_top) { int32 scr; /* total senone score */ int32 fden; /* Gaussian density */ int32 fscr; /* senone score for one feature */ int32 fwscr; /* senone score for one feature, one codeword */ int32 f, t; gauden_dist_t *fdist; assert((id >= 0) && (id < s->n_sen)); assert((n_top > 0) && (n_top <= s->n_cw)); scr = 0; for (f = 0; f < s->n_feat; f++) { #ifdef SPHINX_DEBUG int top; #endif fdist = dist[f]; /* Top codeword for feature f */ #ifdef SPHINX_DEBUG top = #endif fden = ((int32)fdist[0].dist + ((1<> SENSCR_SHIFT; fscr = (s->n_gauden > 1) ? (fden + -s->pdf[id][f][fdist[0].id]) /* untransposed */ : (fden + -s->pdf[f][fdist[0].id][id]); /* transposed */ E_DEBUG(1, ("fden[%d][%d] l+= %d + %d = %d\n", id, f, -(fscr - fden), -(fden-top), -(fscr-top))); /* Remaining of n_top codewords for feature f */ for (t = 1; t < n_top; t++) { fden = ((int32)fdist[t].dist + ((1<> SENSCR_SHIFT; fwscr = (s->n_gauden > 1) ? (fden + -s->pdf[id][f][fdist[t].id]) : (fden + -s->pdf[f][fdist[t].id][id]); fscr = logmath_add(s->lmath, fscr, fwscr); E_DEBUG(1, ("fden[%d][%d] l+= %d + %d = %d\n", id, f, -(fwscr - fden), -(fden-top), -(fscr-top))); } /* Senone scores are also scaled, negated logs3 values. Hence * we have to negate the stuff we calculated above. */ scr -= fscr; } /* Downscale scores. */ scr /= s->aw; /* Avoid overflowing int16 */ if (scr > 32767) scr = 32767; if (scr < -32768) scr = -32768; return scr; } pocketsphinx-5prealpha/src/libpocketsphinx/s3types.h0000664000175000017500000000664512504317100020163 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ #ifndef _S3_S3TYPES_H_ #define _S3_S3TYPES_H_ #include #include #include #include #include /** \file s3types.h * \brief Size definition of semantically units. Common for both s3 and s3.X decoder. */ #ifdef __cplusplus extern "C" { #endif /** * Size definitions for more semantially meaningful units. * Illegal value definitions, limits, and tests for specific types. * NOTE: Types will be either int32 or smaller; only smaller ones may be unsigned (i.e., * no type will be uint32). */ typedef int16 s3cipid_t; /** Ci phone id */ #define BAD_S3CIPID ((s3cipid_t) -1) #define NOT_S3CIPID(p) ((p)<0) #define IS_S3CIPID(p) ((p)>=0) #define MAX_S3CIPID 32767 /*#define MAX_S3CIPID 127*/ typedef int32 s3pid_t; /** Phone id (triphone or ciphone) */ #define BAD_S3PID ((s3pid_t) -1) #define NOT_S3PID(p) ((p)<0) #define IS_S3PID(p) ((p)>=0) #define MAX_S3PID ((int32)0x7ffffffe) typedef uint16 s3ssid_t; /** Senone sequence id (triphone or ciphone) */ #define BAD_S3SSID ((s3ssid_t) 0xffff) #define NOT_S3SSID(p) ((p) == BAD_S3SSID) #define IS_S3SSID(p) ((p) != BAD_S3SSID) #define MAX_S3SSID ((s3ssid_t)0xfffe) typedef int32 s3tmatid_t; /** Transition matrix id; there can be as many as pids */ #define BAD_S3TMATID ((s3tmatid_t) -1) #define NOT_S3TMATID(t) ((t)<0) #define IS_S3TMATID(t) ((t)>=0) #define MAX_S3TMATID ((int32)0x7ffffffe) typedef int32 s3wid_t; /** Dictionary word id */ #define BAD_S3WID ((s3wid_t) -1) #define NOT_S3WID(w) ((w)<0) #define IS_S3WID(w) ((w)>=0) #define MAX_S3WID ((int32)0x7ffffffe) #ifdef __cplusplus } #endif #endif pocketsphinx-5prealpha/src/libpocketsphinx/fsg_lextree.c0000664000175000017500000007420412504317100021047 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file fsg_lextree.c * @brief The collection of all the lextrees for the entire FSM. * @author M K Ravishankar * @author Bhiksha Raj */ /* System headers. */ #include #include #include /* SphinxBase headers. */ #include #include /* Local headers. */ #include "fsg_lextree.h" #define __FSG_DBG__ 0 /* A linklist structure that is actually used to build local lextrees at grammar nodes */ typedef struct fsg_glist_linklist_t { int32 ci, rc; glist_t glist; struct fsg_glist_linklist_t *next; } fsg_glist_linklist_t; /** * Build the phone lextree for all transitions out of state from_state. * Return the root node of this tree. * Also, return a linear linked list of all allocated fsg_pnode_t nodes in * *alloc_head (for memory management purposes). */ static fsg_pnode_t *fsg_psubtree_init(fsg_lextree_t *tree, fsg_model_t *fsg, int32 from_state, fsg_pnode_t **alloc_head); /** * Free the given lextree. alloc_head: head of linear list of allocated * nodes updated by fsg_psubtree_init(). */ static void fsg_psubtree_free(fsg_pnode_t *alloc_head); /** * Dump the list of nodes in the given lextree to the given file. alloc_head: * head of linear list of allocated nodes updated by fsg_psubtree_init(). */ static void fsg_psubtree_dump(fsg_lextree_t *tree, fsg_pnode_t *root, FILE *fp); /** * Compute the left and right context CIphone sets for each state. */ static void fsg_lextree_lc_rc(fsg_lextree_t *lextree) { int32 s, i, j; int32 n_ci; fsg_model_t *fsg; int32 silcipid; int32 len; silcipid = bin_mdef_silphone(lextree->mdef); assert(silcipid >= 0); n_ci = bin_mdef_n_ciphone(lextree->mdef); fsg = lextree->fsg; /* * lextree->lc[s] = set of left context CIphones for state s. Similarly, rc[s] * for right context CIphones. */ lextree->lc = ckd_calloc_2d(fsg->n_state, n_ci + 1, sizeof(**lextree->lc)); lextree->rc = ckd_calloc_2d(fsg->n_state, n_ci + 1, sizeof(**lextree->rc)); E_INFO("Allocated %d bytes (%d KiB) for left and right context phones\n", fsg->n_state * (n_ci + 1) * 2, fsg->n_state * (n_ci + 1) * 2 / 1024); for (s = 0; s < fsg->n_state; s++) { fsg_arciter_t *itor; for (itor = fsg_model_arcs(fsg, s); itor; itor = fsg_arciter_next(itor)) { fsg_link_t *l = fsg_arciter_get(itor); int32 dictwid; /**< Dictionary (not FSG) word ID!! */ if (fsg_link_wid(l) >= 0) { dictwid = dict_wordid(lextree->dict, fsg_model_word_str(lextree->fsg, l->wid)); /* * Add the first CIphone of l->wid to the rclist of state s, and * the last CIphone to lclist of state d. * (Filler phones are a pain to deal with. There is no direct * marking of a filler phone; but only filler words are supposed to * use such phones, so we use that fact. HACK!! FRAGILE!!) * * UPD: tests carsh here if .fsg model used with wrong hmm and * dictionary */ if (fsg_model_is_filler(fsg, fsg_link_wid(l))) { /* Filler phone; use silence phone as context */ lextree->rc[fsg_link_from_state(l)][silcipid] = 1; lextree->lc[fsg_link_to_state(l)][silcipid] = 1; } else { len = dict_pronlen(lextree->dict, dictwid); lextree->rc[fsg_link_from_state(l)][dict_pron(lextree->dict, dictwid, 0)] = 1; lextree->lc[fsg_link_to_state(l)][dict_pron(lextree->dict, dictwid, len - 1)] = 1; } } } } for (s = 0; s < fsg->n_state; s++) { /* * Add SIL phone to the lclist and rclist of each state. Strictly * speaking, only needed at start and final states, respectively, but * all states considered since the user may change the start and final * states. In any case, most applications would have a silence self * loop at each state, hence these would be needed anyway. */ lextree->lc[s][silcipid] = 1; lextree->rc[s][silcipid] = 1; } /* * Propagate lc and rc lists past null transitions. (Since FSG contains * null transitions closure, no need to worry about a chain of successive * null transitions. Right??) * * This can't be joined with the previous loop because we first calculate * contexts and only then we can propagate them. */ for (s = 0; s < fsg->n_state; s++) { fsg_arciter_t *itor; for (itor = fsg_model_arcs(fsg, s); itor; itor = fsg_arciter_next(itor)) { fsg_link_t *l = fsg_arciter_get(itor); if (fsg_link_wid(l) < 0) { /* * lclist(d) |= lclist(s), because all the words ending up at s, can * now also end at d, becoming the left context for words leaving d. */ for (i = 0; i < n_ci; i++) lextree->lc[fsg_link_to_state(l)][i] |= lextree->lc[fsg_link_from_state(l)][i]; /* * Similarly, rclist(s) |= rclist(d), because all the words leaving d * can equivalently leave s, becoming the right context for words * ending up at s. */ for (i = 0; i < n_ci; i++) lextree->rc[fsg_link_from_state(l)][i] |= lextree->rc[fsg_link_to_state(l)][i]; } } } /* Convert the bit-vector representation into a list */ for (s = 0; s < fsg->n_state; s++) { j = 0; for (i = 0; i < n_ci; i++) { if (lextree->lc[s][i]) { lextree->lc[s][j] = i; j++; } } lextree->lc[s][j] = -1; /* Terminate the list */ j = 0; for (i = 0; i < n_ci; i++) { if (lextree->rc[s][i]) { lextree->rc[s][j] = i; j++; } } lextree->rc[s][j] = -1; /* Terminate the list */ } } /* * For now, allocate the entire lextree statically. */ fsg_lextree_t * fsg_lextree_init(fsg_model_t * fsg, dict_t *dict, dict2pid_t *d2p, bin_mdef_t *mdef, hmm_context_t *ctx, int32 wip, int32 pip) { int32 s, n_leaves; fsg_lextree_t *lextree; fsg_pnode_t *pn; lextree = ckd_calloc(1, sizeof(fsg_lextree_t)); lextree->fsg = fsg; lextree->root = ckd_calloc(fsg_model_n_state(fsg), sizeof(fsg_pnode_t *)); lextree->alloc_head = ckd_calloc(fsg_model_n_state(fsg), sizeof(fsg_pnode_t *)); lextree->ctx = ctx; lextree->dict = dict; lextree->d2p = d2p; lextree->mdef = mdef; lextree->wip = wip; lextree->pip = pip; /* Compute lc and rc for fsg. */ fsg_lextree_lc_rc(lextree); /* Create lextree for each state, i.e. an HMM network that * represents words for all arcs exiting that state. Note that * for a dense grammar such as an N-gram model, this will * rapidly exhaust all available memory. */ lextree->n_pnode = 0; n_leaves = 0; for (s = 0; s < fsg_model_n_state(fsg); s++) { lextree->root[s] = fsg_psubtree_init(lextree, fsg, s, &(lextree->alloc_head[s])); for (pn = lextree->alloc_head[s]; pn; pn = pn->alloc_next) { lextree->n_pnode++; if (pn->leaf) ++n_leaves; } } E_INFO("%d HMM nodes in lextree (%d leaves)\n", lextree->n_pnode, n_leaves); E_INFO("Allocated %d bytes (%d KiB) for all lextree nodes\n", lextree->n_pnode * sizeof(fsg_pnode_t), lextree->n_pnode * sizeof(fsg_pnode_t) / 1024); E_INFO("Allocated %d bytes (%d KiB) for lextree leafnodes\n", n_leaves * sizeof(fsg_pnode_t), n_leaves * sizeof(fsg_pnode_t) / 1024); #if __FSG_DBG__ fsg_lextree_dump(lextree, stdout); #endif return lextree; } void fsg_lextree_dump(fsg_lextree_t * lextree, FILE * fp) { int32 s; for (s = 0; s < fsg_model_n_state(lextree->fsg); s++) { fprintf(fp, "State %5d root %p\n", s, lextree->root[s]); fsg_psubtree_dump(lextree, lextree->root[s], fp); } fflush(fp); } void fsg_lextree_free(fsg_lextree_t * lextree) { int32 s; if (lextree == NULL) return; if (lextree->fsg) for (s = 0; s < fsg_model_n_state(lextree->fsg); s++) fsg_psubtree_free(lextree->alloc_head[s]); ckd_free_2d(lextree->lc); ckd_free_2d(lextree->rc); ckd_free(lextree->root); ckd_free(lextree->alloc_head); ckd_free(lextree); } /****************************** * psubtree stuff starts here * ******************************/ void fsg_glist_linklist_free(fsg_glist_linklist_t *glist) { if (glist) { fsg_glist_linklist_t *nxtglist; if (glist->glist) glist_free(glist->glist); nxtglist = glist->next; while (nxtglist) { ckd_free(glist); glist = nxtglist; if (glist->glist) glist_free(glist->glist); nxtglist = glist->next; } ckd_free(glist); } return; } void fsg_pnode_add_all_ctxt(fsg_pnode_ctxt_t * ctxt) { int32 i; for (i = 0; i < FSG_PNODE_CTXT_BVSZ; i++) ctxt->bv[i] = 0xffffffff; } uint32 fsg_pnode_ctxt_sub_generic(fsg_pnode_ctxt_t *src, fsg_pnode_ctxt_t *sub) { int32 i; uint32 res = 0; for (i = 0; i < FSG_PNODE_CTXT_BVSZ; i++) res |= (src->bv[i] = ~(sub->bv[i]) & src->bv[i]); return res; } /* * fsg_pnode_ctxt_sub(fsg_pnode_ctxt_t * src, fsg_pnode_ctxt_t * sub) * This has been moved into a macro in fsg_psubtree.h * because it is called so frequently! */ /* * Add the word emitted by the given transition (fsglink) to the given lextree * (rooted at root), and return the new lextree root. (There may actually be * several root nodes, maintained in a linked list via fsg_pnode_t.sibling. * "root" is the head of this list.) * lclist, rclist: sets of left and right context phones for this link. * alloc_head: head of a linear list of all allocated pnodes for the parent * FSG state, kept elsewhere and updated by this routine. */ static fsg_pnode_t * psubtree_add_trans(fsg_lextree_t *lextree, fsg_pnode_t * root, fsg_glist_linklist_t **curglist, fsg_link_t * fsglink, int16 *lclist, int16 *rclist, fsg_pnode_t ** alloc_head) { int32 silcipid; /* Silence CI phone ID */ int32 pronlen; /* Pronunciation length */ int32 wid; /* FSG (not dictionary!!) word ID */ int32 dictwid; /* Dictionary (not FSG!!) word ID */ int32 ssid; /* Senone Sequence ID */ int32 tmatid; gnode_t *gn; fsg_pnode_t *pnode, *pred, *head; int32 n_ci, p, lc, rc; glist_t lc_pnodelist; /* Temp pnodes list for different left contexts */ glist_t rc_pnodelist; /* Temp pnodes list for different right contexts */ int32 i, j; int n_lc_alloc = 0, n_int_alloc = 0, n_rc_alloc = 0; silcipid = bin_mdef_silphone(lextree->mdef); n_ci = bin_mdef_n_ciphone(lextree->mdef); wid = fsg_link_wid(fsglink); assert(wid >= 0); /* Cannot be a null transition */ dictwid = dict_wordid(lextree->dict, fsg_model_word_str(lextree->fsg, wid)); pronlen = dict_pronlen(lextree->dict, dictwid); assert(pronlen >= 1); assert(lclist[0] >= 0); /* At least one phonetic context provided */ assert(rclist[0] >= 0); head = *alloc_head; pred = NULL; if (pronlen == 1) { /* Single-phone word */ int ci = dict_first_phone(lextree->dict, dictwid); /* Only non-filler words are mpx */ if (!dict_filler_word(lextree->dict, dictwid)) { /* * Left diphone ID for single-phone words already assumes SIL is right * context; only left contexts need to be handled. */ lc_pnodelist = NULL; for (i = 0; lclist[i] >= 0; i++) { lc = lclist[i]; ssid = dict2pid_lrdiph_rc(lextree->d2p, ci, lc, silcipid); tmatid = bin_mdef_pid2tmatid(lextree->mdef, dict_first_phone(lextree->dict, dictwid)); /* Check if this ssid already allocated for some other context */ for (gn = lc_pnodelist; gn; gn = gnode_next(gn)) { pnode = (fsg_pnode_t *) gnode_ptr(gn); if (hmm_nonmpx_ssid(&pnode->hmm) == ssid) { /* already allocated; share it for this context phone */ fsg_pnode_add_ctxt(pnode, lc); break; } } if (!gn) { /* ssid not already allocated */ pnode = (fsg_pnode_t *) ckd_calloc(1, sizeof(fsg_pnode_t)); pnode->ctx = lextree->ctx; pnode->next.fsglink = fsglink; pnode->logs2prob = (fsg_link_logs2prob(fsglink) >> SENSCR_SHIFT) + lextree->wip + lextree->pip; pnode->ci_ext = dict_first_phone(lextree->dict, dictwid); pnode->ppos = 0; pnode->leaf = TRUE; pnode->sibling = root; /* All root nodes linked together */ fsg_pnode_add_ctxt(pnode, lc); /* Initially zeroed by calloc above */ pnode->alloc_next = head; head = pnode; root = pnode; ++n_lc_alloc; hmm_init(lextree->ctx, &pnode->hmm, FALSE, ssid, tmatid); lc_pnodelist = glist_add_ptr(lc_pnodelist, (void *) pnode); } } glist_free(lc_pnodelist); } else { /* Filler word; no context modelled */ ssid = bin_mdef_pid2ssid(lextree->mdef, ci); /* probably the same... */ tmatid = bin_mdef_pid2tmatid(lextree->mdef, ci); pnode = (fsg_pnode_t *) ckd_calloc(1, sizeof(fsg_pnode_t)); pnode->ctx = lextree->ctx; pnode->next.fsglink = fsglink; pnode->logs2prob = (fsg_link_logs2prob(fsglink) >> SENSCR_SHIFT) + lextree->wip + lextree->pip; pnode->ci_ext = silcipid; /* Presents SIL as context to neighbors */ pnode->ppos = 0; pnode->leaf = TRUE; pnode->sibling = root; fsg_pnode_add_all_ctxt(&(pnode->ctxt)); pnode->alloc_next = head; head = pnode; root = pnode; ++n_int_alloc; hmm_init(lextree->ctx, &pnode->hmm, FALSE, ssid, tmatid); } } else { /* Multi-phone word */ fsg_pnode_t **ssid_pnode_map; /* Temp array of ssid->pnode mapping */ ssid_pnode_map = (fsg_pnode_t **) ckd_calloc(n_ci, sizeof(fsg_pnode_t *)); lc_pnodelist = NULL; rc_pnodelist = NULL; for (p = 0; p < pronlen; p++) { int ci = dict_pron(lextree->dict, dictwid, p); if (p == 0) { /* Root phone, handle required left contexts */ /* Find if we already have an lc_pnodelist for the first phone of this word */ fsg_glist_linklist_t *glist; rc = dict_pron(lextree->dict, dictwid, 1); for (glist = *curglist; glist && glist->glist; glist = glist->next) { if (glist->ci == ci && glist->rc == rc) break; } if (glist && glist->glist) { assert(glist->ci == ci && glist->rc == rc); /* We've found a valid glist. Hook to it and move to next phoneme */ E_DEBUG(2,("Found match for (%d,%d)\n", ci, rc)); lc_pnodelist = glist->glist; /* Set the predecessor node for the future tree first */ pred = (fsg_pnode_t *) gnode_ptr(lc_pnodelist); continue; } else { /* Two cases that can bring us here * a. glist == NULL, i.e. end of current list. Create new entry. * b. glist->glist == NULL, i.e. first entry into list. */ if (glist == NULL) { /* Case a; reduce it to case b by allocing glist */ glist = (fsg_glist_linklist_t*) ckd_calloc(1, sizeof(fsg_glist_linklist_t)); glist->next = *curglist; *curglist = glist; } glist->ci = ci; glist->rc = rc; lc_pnodelist = glist->glist = NULL; /* Gets created below */ } for (i = 0; lclist[i] >= 0; i++) { lc = lclist[i]; ssid = dict2pid_ldiph_lc(lextree->d2p, ci, rc, lc); tmatid = bin_mdef_pid2tmatid(lextree->mdef, dict_first_phone(lextree->dict, dictwid)); /* Compression is not done by d2p, so we do it * here. This might be slow, but it might not * be... we'll see. */ pnode = ssid_pnode_map[0]; for (j = 0; j < n_ci && ssid_pnode_map[j] != NULL; ++j) { pnode = ssid_pnode_map[j]; if (hmm_nonmpx_ssid(&pnode->hmm) == ssid) break; } assert(j < n_ci); if (!pnode) { /* Allocate pnode for this new ssid */ pnode = (fsg_pnode_t *) ckd_calloc(1, sizeof (fsg_pnode_t)); pnode->ctx = lextree->ctx; /* This bit is tricky! For now we'll put the prob in the final link only */ /* pnode->logs2prob = (fsg_link_logs2prob(fsglink) >> SENSCR_SHIFT) + lextree->wip + lextree->pip; */ pnode->logs2prob = lextree->wip + lextree->pip; pnode->ci_ext = dict_first_phone(lextree->dict, dictwid); pnode->ppos = 0; pnode->leaf = FALSE; pnode->sibling = root; /* All root nodes linked together */ pnode->alloc_next = head; head = pnode; root = pnode; ++n_lc_alloc; hmm_init(lextree->ctx, &pnode->hmm, FALSE, ssid, tmatid); lc_pnodelist = glist_add_ptr(lc_pnodelist, (void *) pnode); ssid_pnode_map[j] = pnode; } fsg_pnode_add_ctxt(pnode, lc); } /* Put the lc_pnodelist back into glist */ glist->glist = lc_pnodelist; /* The predecessor node for the future tree is the root */ pred = root; } else if (p != pronlen - 1) { /* Word internal phone */ fsg_pnode_t *pnodeyoungest; ssid = dict2pid_internal(lextree->d2p, dictwid, p); tmatid = bin_mdef_pid2tmatid(lextree->mdef, dict_pron (lextree->dict, dictwid, p)); /* First check if we already have this ssid in our tree */ pnode = pred->next.succ; pnodeyoungest = pnode; /* The youngest sibling */ while (pnode && (hmm_nonmpx_ssid(&pnode->hmm) != ssid || pnode->leaf)) { pnode = pnode->sibling; } if (pnode && (hmm_nonmpx_ssid(&pnode->hmm) == ssid && !pnode->leaf)) { /* Found the ssid; go to next phoneme */ E_DEBUG(2,("Found match for %d\n", ci)); pred = pnode; continue; } /* pnode not found, allocate it */ pnode = (fsg_pnode_t *) ckd_calloc(1, sizeof(fsg_pnode_t)); pnode->ctx = lextree->ctx; pnode->logs2prob = lextree->pip; pnode->ci_ext = dict_pron(lextree->dict, dictwid, p); pnode->ppos = p; pnode->leaf = FALSE; pnode->sibling = pnodeyoungest; /* May be NULL */ if (p == 1) { /* Predecessor = set of root nodes for left ctxts */ for (gn = lc_pnodelist; gn; gn = gnode_next(gn)) { pred = (fsg_pnode_t *) gnode_ptr(gn); pred->next.succ = pnode; } } else { /* Predecessor = word internal node */ pred->next.succ = pnode; } pnode->alloc_next = head; head = pnode; ++n_int_alloc; hmm_init(lextree->ctx, &pnode->hmm, FALSE, ssid, tmatid); pred = pnode; } else { /* Leaf phone, handle required right contexts */ /* Note, leaf phones are not part of the tree */ xwdssid_t *rssid; memset((void *) ssid_pnode_map, 0, n_ci * sizeof(fsg_pnode_t *)); lc = dict_pron(lextree->dict, dictwid, p-1); rssid = dict2pid_rssid(lextree->d2p, ci, lc); tmatid = bin_mdef_pid2tmatid(lextree->mdef, dict_pron (lextree->dict, dictwid, p)); for (i = 0; rclist[i] >= 0; i++) { rc = rclist[i]; j = rssid->cimap[rc]; ssid = rssid->ssid[j]; pnode = ssid_pnode_map[j]; if (!pnode) { /* Allocate pnode for this new ssid */ pnode = (fsg_pnode_t *) ckd_calloc(1, sizeof (fsg_pnode_t)); pnode->ctx = lextree->ctx; /* We are plugging the word prob here. Ugly */ /* pnode->logs2prob = lextree->pip; */ pnode->logs2prob = (fsg_link_logs2prob(fsglink) >> SENSCR_SHIFT) + lextree->pip; pnode->ci_ext = dict_pron(lextree->dict, dictwid, p); pnode->ppos = p; pnode->leaf = TRUE; pnode->sibling = rc_pnodelist ? (fsg_pnode_t *) gnode_ptr(rc_pnodelist) : NULL; pnode->next.fsglink = fsglink; pnode->alloc_next = head; head = pnode; ++n_rc_alloc; hmm_init(lextree->ctx, &pnode->hmm, FALSE, ssid, tmatid); rc_pnodelist = glist_add_ptr(rc_pnodelist, (void *) pnode); ssid_pnode_map[j] = pnode; } else { assert(hmm_nonmpx_ssid(&pnode->hmm) == ssid); } fsg_pnode_add_ctxt(pnode, rc); } if (p == 1) { /* Predecessor = set of root nodes for left ctxts */ for (gn = lc_pnodelist; gn; gn = gnode_next(gn)) { pred = (fsg_pnode_t *) gnode_ptr(gn); if (!pred->next.succ) pred->next.succ = (fsg_pnode_t *) gnode_ptr(rc_pnodelist); else { /* Link to the end of the sibling chain */ fsg_pnode_t *succ = pred->next.succ; while (succ->sibling) succ = succ->sibling; succ->sibling = (fsg_pnode_t*) gnode_ptr(rc_pnodelist); /* Since all entries of lc_pnodelist point to the same array, sufficient to update it once */ break; } } } else { /* Predecessor = word internal node */ if (!pred->next.succ) pred->next.succ = (fsg_pnode_t *) gnode_ptr(rc_pnodelist); else { /* Link to the end of the sibling chain */ fsg_pnode_t *succ = pred->next.succ; while (succ->sibling) succ = succ->sibling; succ->sibling = (fsg_pnode_t *) gnode_ptr(rc_pnodelist); } } } } ckd_free((void *) ssid_pnode_map); /* glist_free(lc_pnodelist); Nope; this gets freed outside */ glist_free(rc_pnodelist); } E_DEBUG(2,("Allocated %d HMMs (%d lc, %d rc, %d internal)\n", n_lc_alloc + n_rc_alloc + n_int_alloc, n_lc_alloc, n_rc_alloc, n_int_alloc)); *alloc_head = head; return root; } static fsg_pnode_t * fsg_psubtree_init(fsg_lextree_t *lextree, fsg_model_t * fsg, int32 from_state, fsg_pnode_t ** alloc_head) { fsg_arciter_t *itor; fsg_link_t *fsglink; fsg_pnode_t *root; int32 n_ci, n_arc; fsg_glist_linklist_t *glist = NULL; root = NULL; assert(*alloc_head == NULL); n_ci = bin_mdef_n_ciphone(lextree->mdef); if (n_ci > (FSG_PNODE_CTXT_BVSZ * 32)) { E_FATAL ("#phones > %d; increase FSG_PNODE_CTXT_BVSZ and recompile\n", FSG_PNODE_CTXT_BVSZ * 32); } n_arc = 0; for (itor = fsg_model_arcs(fsg, from_state); itor; itor = fsg_arciter_next(itor)) { int32 dst; fsglink = fsg_arciter_get(itor); dst = fsglink->to_state; if (fsg_link_wid(fsglink) < 0) continue; E_DEBUG(2,("Building lextree for arc from %d to %d: %s\n", from_state, dst, fsg_model_word_str(fsg, fsg_link_wid(fsglink)))); root = psubtree_add_trans(lextree, root, &glist, fsglink, lextree->lc[from_state], lextree->rc[dst], alloc_head); ++n_arc; } E_DEBUG(2,("State %d has %d outgoing arcs\n", from_state, n_arc)); fsg_glist_linklist_free(glist); return root; } static void fsg_psubtree_free(fsg_pnode_t * head) { fsg_pnode_t *next; while (head) { next = head->alloc_next; hmm_deinit(&head->hmm); ckd_free(head); head = next; } } void fsg_psubtree_dump_node(fsg_lextree_t *tree, fsg_pnode_t *node, FILE *fp) { int32 i; fsg_link_t *tl; /* Indentation */ for (i = 0; i <= node->ppos; i++) fprintf(fp, " "); fprintf(fp, "%p.@", node); /* Pointer used as node * ID */ fprintf(fp, " %5d.SS", hmm_nonmpx_ssid(&node->hmm)); fprintf(fp, " %10d.LP", node->logs2prob); fprintf(fp, " %p.SIB", node->sibling); fprintf(fp, " %s.%d", bin_mdef_ciphone_str(tree->mdef, node->ci_ext), node->ppos); if ((node->ppos == 0) || node->leaf) { fprintf(fp, " ["); for (i = 0; i < FSG_PNODE_CTXT_BVSZ; i++) fprintf(fp, "%08x", node->ctxt.bv[i]); fprintf(fp, "]"); } if (node->leaf) { tl = node->next.fsglink; fprintf(fp, " {%s[%d->%d](%d)}", fsg_model_word_str(tree->fsg, tl->wid), tl->from_state, tl->to_state, tl->logs2prob); } else { fprintf(fp, " %p.NXT", node->next.succ); } fprintf(fp, "\n"); return; } void fsg_psubtree_dump(fsg_lextree_t *tree, fsg_pnode_t *root, FILE * fp) { fsg_pnode_t *succ; if (root == NULL) return; if (root->ppos == 0) { while(root->sibling && root->sibling->next.succ == root->next.succ) { fsg_psubtree_dump_node(tree, root, fp); root = root->sibling; } fflush(fp); } fsg_psubtree_dump_node(tree, root, fp); if (root->leaf) { if (root->ppos == 0 && root->sibling) { /* For single-phone words */ fsg_psubtree_dump(tree, root->sibling,fp); } return; } succ = root->next.succ; while(succ) { fsg_psubtree_dump(tree, succ,fp); succ = succ->sibling; } if (root->ppos == 0) { fsg_psubtree_dump(tree, root->sibling,fp); fflush(fp); } return; } void fsg_psubtree_pnode_deactivate(fsg_pnode_t * pnode) { hmm_clear(&pnode->hmm); } pocketsphinx-5prealpha/src/libpocketsphinx/ngram_search_fwdflat.h0000664000175000017500000000525712504317100022707 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ngram_search_fwdflat.h Flat lexicon based Viterbi search. */ #ifndef __NGRAM_SEARCH_FWDFLAT_H__ #define __NGRAM_SEARCH_FWDFLAT_H__ /* SphinxBase headers. */ /* Local headers. */ #include "ngram_search.h" /** * Initialize N-Gram search for fwdflat decoding. */ void ngram_fwdflat_init(ngram_search_t *ngs); /** * Release memory associated with fwdflat decoding. */ void ngram_fwdflat_deinit(ngram_search_t *ngs); /** * Rebuild search structures for updated language models. */ int ngram_fwdflat_reinit(ngram_search_t *ngs); /** * Start fwdflat decoding for an utterance. */ void ngram_fwdflat_start(ngram_search_t *ngs); /** * Search one frame forward in an utterance. */ int ngram_fwdflat_search(ngram_search_t *ngs, int frame_idx); /** * Finish fwdflat decoding for an utterance. */ void ngram_fwdflat_finish(ngram_search_t *ngs); #endif /* __NGRAM_SEARCH_FWDFLAT_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/fsg_history.h0000664000175000017500000001771312504317100021107 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * fsg_history.h -- FSG Viterbi decode history * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1999 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * * $Log: fsg_history.h,v $ * Revision 1.1.1.1 2006/05/23 18:45:02 dhuggins * re-importation * * Revision 1.1 2004/07/16 00:57:12 egouvea * Added Ravi's implementation of FSG support. * * Revision 1.7 2004/07/07 22:30:35 rkm * *** empty log message *** * * Revision 1.6 2004/07/07 13:56:33 rkm * Added reporting of (acoustic score - best senone score)/frame * * Revision 1.5 2004/06/25 14:49:08 rkm * Optimized size of history table and speed of word transitions by maintaining only best scoring word exits at each state * * Revision 1.4 2004/06/23 20:32:16 rkm * *** empty log message *** * * Revision 1.3 2004/05/27 15:16:08 rkm * *** empty log message *** * * * 25-Feb-2004 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University * Started, based on S3.3 version. */ #ifndef __S2_FSG_HISTORY_H__ #define __S2_FSG_HISTORY_H__ /* SphinxBase headers. */ #include #include /* Local headers. */ #include "blkarray_list.h" #include "fsg_lextree.h" #include "dict.h" /* * The Viterbi history structure. This is a tree, with the root at the * FSG start state, at frame 0, with a null predecessor. */ /* * A single Viterbi history entry */ typedef struct fsg_hist_entry_s { fsg_link_t *fsglink; /* Link taken result in this entry */ int32 score; /* Total path score at the end of this transition */ int32 pred; /* Predecessor entry; -1 if none */ frame_idx_t frame; /* Ending frame for this entry */ int16 lc; /* Left context provided by this entry to succeeding words */ fsg_pnode_ctxt_t rc; /* Possible right contexts to which this entry applies */ } fsg_hist_entry_t; /* Access macros */ #define fsg_hist_entry_fsglink(v) ((v)->fsglink) #define fsg_hist_entry_frame(v) ((v)->frame) #define fsg_hist_entry_score(v) ((v)->score) #define fsg_hist_entry_pred(v) ((v)->pred) #define fsg_hist_entry_lc(v) ((v)->lc) #define fsg_hist_entry_rc(v) ((v)->rc) /* * The entire tree of history entries (fsg_history_t.entries). * Optimization: In a given frame, there may be several history entries, with * the same left and right phonetic context, terminating in a particular state. * Only the best scoring one of these needs to be saved, since everything else * will be pruned according to the Viterbi algorithm. frame_entries is used * temporarily in each frame to determine these best scoring entries in that * frame. Only the ones not pruned are transferred to entries at the end of * the frame. However, null transitions are a problem since they create * entries that depend on entries created in the CURRENT frame. Hence, this * pruning is done in two stages: first for the non-null transitions, and then * for the null transitions alone. (This solution is sub-optimal, and can be * improved with a little more work. SMOP.) * Why is frame_entries a list? Each entry has a unique terminating state, * and has a unique lc CIphone. But it has a SET of rc CIphones. * frame_entries[s][lc] is an ordered list of entries created in the current * frame, terminating in state s, and with left context lc. The list is in * descending order of path score. When a new entry with (s,lc) arrives, * its position in the list is determined. Then its rc set is modified by * subtracting the union of the rc's of all its predecessors (i.e., better * scoring entries). If the resulting rc set is empty, the entry is discarded. * Otherwise, it is inserted, and the rc sets of all downstream entries in the * list are updated by subtracting the new entry's rc. If any of them becomes * empty, it is also discarded. * As mentioned earlier, this procedure is applied in two stages, for the * non-null transitions, and the null transitions, separately. */ typedef struct fsg_history_s { fsg_model_t *fsg; /* The FSG for which this object applies */ blkarray_list_t *entries; /* A list of history table entries; the root entry is the first element of the list */ glist_t **frame_entries; int n_ciphone; } fsg_history_t; /* * One-time intialization: Allocate and return an initially empty history * module. */ fsg_history_t *fsg_history_init(fsg_model_t *fsg, dict_t *dict); void fsg_history_utt_start(fsg_history_t *h); void fsg_history_utt_end(fsg_history_t *h); /* * Create a history entry recording the completion of the given FSG * transition, at the end of the given frame, with the given score, and * the given predecessor history entry. * The entry is initially temporary, and may be superseded by another * with a higher score. The surviving entries must be transferred to * the main history table, via fsg_history_end_frame(). */ void fsg_history_entry_add (fsg_history_t *h, fsg_link_t *l, /* FSG transition */ int32 frame, int32 score, int32 pred, int32 lc, fsg_pnode_ctxt_t rc); /* * Transfer the surviving history entries for this frame into the permanent * history table. This function can be called several times during a frame. * Each time, the entries surviving so far are transferred, and the temporary * lists cleared. This feature is used to handle the entries due to non-null * transitions and null transitions separately. */ void fsg_history_end_frame (fsg_history_t *h); /* Clear the hitory table */ void fsg_history_reset (fsg_history_t *h); /* Return the number of valid entries in the given history table */ int32 fsg_history_n_entries (fsg_history_t *h); /* * Return a ptr to the history entry for the given ID; NULL if there is no * such entry. */ fsg_hist_entry_t *fsg_history_entry_get(fsg_history_t *h, int32 id); /* * Switch the FSG associated with the given history module. Should be done * when the history list is empty. If not empty, the list is cleared. */ void fsg_history_set_fsg (fsg_history_t *h, fsg_model_t *fsg, dict_t *dict); /* Free the given Viterbi search history object */ void fsg_history_free (fsg_history_t *h); /* Print the entire history */ void fsg_history_print(fsg_history_t *h, dict_t *dict); #endif pocketsphinx-5prealpha/src/libpocketsphinx/ptm_mgau.c0000664000175000017500000007352112504317100020352 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* System headers */ #include #include #include #include #include #include #if defined(__ADSPBLACKFIN__) #elif !defined(_WIN32_WCE) #include #endif /* SphinxBase headers */ #include #include #include #include #include #include #include /* Local headers */ #include "tied_mgau_common.h" #include "ptm_mgau.h" static ps_mgaufuncs_t ptm_mgau_funcs = { "ptm", ptm_mgau_frame_eval, /* frame_eval */ ptm_mgau_mllr_transform, /* transform */ ptm_mgau_free /* free */ }; #define COMPUTE_GMM_MAP(_idx) \ diff[_idx] = obs[_idx] - mean[_idx]; \ sqdiff[_idx] = MFCCMUL(diff[_idx], diff[_idx]); \ compl[_idx] = MFCCMUL(sqdiff[_idx], var[_idx]); #define COMPUTE_GMM_REDUCE(_idx) \ d = GMMSUB(d, compl[_idx]); static void insertion_sort_topn(ptm_topn_t *topn, int i, int32 d) { ptm_topn_t vtmp; int j; topn[i].score = d; if (i == 0) return; vtmp = topn[i]; for (j = i - 1; j >= 0 && d > topn[j].score; j--) { topn[j + 1] = topn[j]; } topn[j + 1] = vtmp; } static int eval_topn(ptm_mgau_t *s, int cb, int feat, mfcc_t *z) { ptm_topn_t *topn; int i, ceplen; topn = s->f->topn[cb][feat]; ceplen = s->g->featlen[feat]; for (i = 0; i < s->max_topn; i++) { mfcc_t *mean, diff[4], sqdiff[4], compl[4]; /* diff, diff^2, component likelihood */ mfcc_t *var, d; mfcc_t *obs; int32 cw, j; cw = topn[i].cw; mean = s->g->mean[cb][feat][0] + cw * ceplen; var = s->g->var[cb][feat][0] + cw * ceplen; d = s->g->det[cb][feat][cw]; obs = z; for (j = 0; j < ceplen % 4; ++j) { diff[0] = *obs++ - *mean++; sqdiff[0] = MFCCMUL(diff[0], diff[0]); compl[0] = MFCCMUL(sqdiff[0], *var); d = GMMSUB(d, compl[0]); ++var; } /* We could vectorize this but it's unlikely to make much * difference as the outer loop here isn't very big. */ for (;j < ceplen; j += 4) { COMPUTE_GMM_MAP(0); COMPUTE_GMM_MAP(1); COMPUTE_GMM_MAP(2); COMPUTE_GMM_MAP(3); COMPUTE_GMM_REDUCE(0); COMPUTE_GMM_REDUCE(1); COMPUTE_GMM_REDUCE(2); COMPUTE_GMM_REDUCE(3); var += 4; obs += 4; mean += 4; } insertion_sort_topn(topn, i, (int32)d); } return topn[0].score; } /* This looks bad, but it actually isn't. Less than 1% of eval_cb's * time is spent doing this. */ static void insertion_sort_cb(ptm_topn_t **cur, ptm_topn_t *worst, ptm_topn_t *best, int cw, int32 intd) { for (*cur = worst - 1; *cur >= best && intd >= (*cur)->score; --*cur) memcpy(*cur + 1, *cur, sizeof(**cur)); ++*cur; (*cur)->cw = cw; (*cur)->score = intd; } static int eval_cb(ptm_mgau_t *s, int cb, int feat, mfcc_t *z) { ptm_topn_t *worst, *best, *topn; mfcc_t *mean; mfcc_t *var, *det, *detP, *detE; int32 i, ceplen; best = topn = s->f->topn[cb][feat]; worst = topn + (s->max_topn - 1); mean = s->g->mean[cb][feat][0]; var = s->g->var[cb][feat][0]; det = s->g->det[cb][feat]; detE = det + s->g->n_density; ceplen = s->g->featlen[feat]; for (detP = det; detP < detE; ++detP) { mfcc_t diff[4], sqdiff[4], compl[4]; /* diff, diff^2, component likelihood */ mfcc_t d, thresh; mfcc_t *obs; ptm_topn_t *cur; int32 cw, j; d = *detP; thresh = (mfcc_t) worst->score; /* Avoid int-to-float conversions */ obs = z; cw = (int)(detP - det); /* Unroll the loop starting with the first dimension(s). In * theory this might be a bit faster if this Gaussian gets * "knocked out" by C0. In practice not. */ for (j = 0; (j < ceplen % 4) && (d >= thresh); ++j) { diff[0] = *obs++ - *mean++; sqdiff[0] = MFCCMUL(diff[0], diff[0]); compl[0] = MFCCMUL(sqdiff[0], *var++); d = GMMSUB(d, compl[0]); } /* Now do 4 dimensions at a time. You'd think that GCC would * vectorize this? Apparently not. And it's right, because * that won't make this any faster, at least on x86-64. */ for (; j < ceplen && d >= thresh; j += 4) { COMPUTE_GMM_MAP(0); COMPUTE_GMM_MAP(1); COMPUTE_GMM_MAP(2); COMPUTE_GMM_MAP(3); COMPUTE_GMM_REDUCE(0); COMPUTE_GMM_REDUCE(1); COMPUTE_GMM_REDUCE(2); COMPUTE_GMM_REDUCE(3); var += 4; obs += 4; mean += 4; } if (j < ceplen) { /* terminated early, so not in topn */ mean += (ceplen - j); var += (ceplen - j); continue; } if (d < thresh) continue; for (i = 0; i < s->max_topn; i++) { /* already there, so don't need to insert */ if (topn[i].cw == cw) break; } if (i < s->max_topn) continue; /* already there. Don't insert */ insertion_sort_cb(&cur, worst, best, cw, (int32)d); } return best->score; } /** * Compute top-N densities for active codebooks (and prune) */ static int ptm_mgau_codebook_eval(ptm_mgau_t *s, mfcc_t **z, int frame) { int i, j; /* First evaluate top-N from previous frame. */ for (i = 0; i < s->g->n_mgau; ++i) for (j = 0; j < s->g->n_feat; ++j) eval_topn(s, i, j, z[j]); /* If frame downsampling is in effect, possibly do nothing else. */ if (frame % s->ds_ratio) return 0; /* Evaluate remaining codebooks. */ for (i = 0; i < s->g->n_mgau; ++i) { if (bitvec_is_clear(s->f->mgau_active, i)) continue; for (j = 0; j < s->g->n_feat; ++j) { eval_cb(s, i, j, z[j]); } } return 0; } /** * Normalize densities to produce "posterior probabilities", * i.e. things with a reasonable dynamic range, then scale and * clamp them to the acceptable range. This is actually done * solely to ensure that we can use fast_logmath_add(). Note that * unless we share the same normalizer across all codebooks for * each feature stream we get defective scores (that's why these * loops are inside out - doing it per-feature should give us * greater precision). */ static int ptm_mgau_codebook_norm(ptm_mgau_t *s, mfcc_t **z, int frame) { int i, j; for (j = 0; j < s->g->n_feat; ++j) { int32 norm = WORST_SCORE; for (i = 0; i < s->g->n_mgau; ++i) { if (bitvec_is_clear(s->f->mgau_active, i)) continue; if (norm < s->f->topn[i][j][0].score >> SENSCR_SHIFT) norm = s->f->topn[i][j][0].score >> SENSCR_SHIFT; } assert(norm != WORST_SCORE); for (i = 0; i < s->g->n_mgau; ++i) { int32 k; if (bitvec_is_clear(s->f->mgau_active, i)) continue; for (k = 0; k < s->max_topn; ++k) { s->f->topn[i][j][k].score >>= SENSCR_SHIFT; s->f->topn[i][j][k].score -= norm; s->f->topn[i][j][k].score = -s->f->topn[i][j][k].score; if (s->f->topn[i][j][k].score > MAX_NEG_ASCR) s->f->topn[i][j][k].score = MAX_NEG_ASCR; } } } return 0; } static int ptm_mgau_calc_cb_active(ptm_mgau_t *s, uint8 *senone_active, int32 n_senone_active, int compallsen) { int i, lastsen; if (compallsen) { bitvec_set_all(s->f->mgau_active, s->g->n_mgau); return 0; } bitvec_clear_all(s->f->mgau_active, s->g->n_mgau); for (lastsen = i = 0; i < n_senone_active; ++i) { int sen = senone_active[i] + lastsen; int cb = s->sen2cb[sen]; bitvec_set(s->f->mgau_active, cb); lastsen = sen; } E_DEBUG(1, ("Active codebooks:")); for (i = 0; i < s->g->n_mgau; ++i) { if (bitvec_is_clear(s->f->mgau_active, i)) continue; E_DEBUGCONT(1, (" %d", i)); } E_DEBUGCONT(1, ("\n")); return 0; } /** * Compute senone scores from top-N densities for active codebooks. */ static int ptm_mgau_senone_eval(ptm_mgau_t *s, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active, int compall) { int i, lastsen, bestscore; memset(senone_scores, 0, s->n_sen * sizeof(*senone_scores)); /* FIXME: This is the non-cache-efficient way to do this. We want * to evaluate one codeword at a time but this requires us to have * a reverse codebook to senone mapping, which we don't have * (yet), since different codebooks have different top-N * codewords. */ if (compall) n_senone_active = s->n_sen; bestscore = 0x7fffffff; for (lastsen = i = 0; i < n_senone_active; ++i) { int sen, f, cb; int ascore; if (compall) sen = i; else sen = senone_active[i] + lastsen; lastsen = sen; cb = s->sen2cb[sen]; if (bitvec_is_clear(s->f->mgau_active, cb)) { int j; /* Because senone_active is deltas we can't really "knock * out" senones from pruned codebooks, and in any case, * it wouldn't make any difference to the search code, * which doesn't expect senone_active to change. */ for (f = 0; f < s->g->n_feat; ++f) { for (j = 0; j < s->max_topn; ++j) { s->f->topn[cb][f][j].score = MAX_NEG_ASCR; } } } /* For each feature, log-sum codeword scores + mixw to get * feature density, then sum (multiply) to get ascore */ ascore = 0; for (f = 0; f < s->g->n_feat; ++f) { ptm_topn_t *topn; int j, fden = 0; topn = s->f->topn[cb][f]; for (j = 0; j < s->max_topn; ++j) { int mixw; /* Find mixture weight for this codeword. */ if (s->mixw_cb) { int dcw = s->mixw[f][topn[j].cw][sen/2]; dcw = (dcw & 1) ? dcw >> 4 : dcw & 0x0f; mixw = s->mixw_cb[dcw]; } else { mixw = s->mixw[f][topn[j].cw][sen]; } if (j == 0) fden = mixw + topn[j].score; else fden = fast_logmath_add(s->lmath_8b, fden, mixw + topn[j].score); E_DEBUG(3, ("fden[%d][%d] l+= %d + %d = %d\n", sen, f, mixw, topn[j].score, fden)); } ascore += fden; } if (ascore < bestscore) bestscore = ascore; senone_scores[sen] = ascore; } /* Normalize the scores again (finishing the job we started above * in ptm_mgau_codebook_eval...) */ for (i = 0; i < s->n_sen; ++i) { senone_scores[i] -= bestscore; } return 0; } /** * Compute senone scores for the active senones. */ int32 ptm_mgau_frame_eval(ps_mgau_t *ps, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active, mfcc_t ** featbuf, int32 frame, int32 compallsen) { ptm_mgau_t *s = (ptm_mgau_t *)ps; int fast_eval_idx; /* Find the appropriate frame in the rotating history buffer * corresponding to the requested input frame. No bounds checking * is done here, which just means you'll get semi-random crap if * you request a frame in the future or one that's too far in the * past. Since the history buffer is just used for fast match * that might not be fatal. */ fast_eval_idx = frame % s->n_fast_hist; s->f = s->hist + fast_eval_idx; /* Compute the top-N codewords for every codebook, unless this * is a past frame, in which case we already have them (we * hope!) */ if (frame >= ps_mgau_base(ps)->frame_idx) { ptm_fast_eval_t *lastf; /* Get the previous frame's top-N information (on the * first frame of the input this is just all WORST_DIST, * no harm in that) */ if (fast_eval_idx == 0) lastf = s->hist + s->n_fast_hist - 1; else lastf = s->hist + fast_eval_idx - 1; /* Copy in initial top-N info */ memcpy(s->f->topn[0][0], lastf->topn[0][0], s->g->n_mgau * s->g->n_feat * s->max_topn * sizeof(ptm_topn_t)); /* Generate initial active codebook list (this might not be * necessary) */ ptm_mgau_calc_cb_active(s, senone_active, n_senone_active, compallsen); /* Now evaluate top-N, prune, and evaluate remaining codebooks. */ ptm_mgau_codebook_eval(s, featbuf, frame); ptm_mgau_codebook_norm(s, featbuf, frame); } /* Evaluate intersection of active senones and active codebooks. */ ptm_mgau_senone_eval(s, senone_scores, senone_active, n_senone_active, compallsen); return 0; } static int32 read_sendump(ptm_mgau_t *s, bin_mdef_t *mdef, char const *file) { FILE *fp; char line[1000]; int32 i, n, r, c; int32 do_swap, do_mmap; size_t offset; int n_clust = 0; int n_feat = s->g->n_feat; int n_density = s->g->n_density; int n_sen = bin_mdef_n_sen(mdef); int n_bits = 8; s->n_sen = n_sen; /* FIXME: Should have been done earlier */ do_mmap = cmd_ln_boolean_r(s->config, "-mmap"); if ((fp = fopen(file, "rb")) == NULL) return -1; E_INFO("Loading senones from dump file %s\n", file); /* Read title size, title */ if (fread(&n, sizeof(int32), 1, fp) != 1) { E_ERROR_SYSTEM("Failed to read title size from %s", file); goto error_out; } /* This is extremely bogus */ do_swap = 0; if (n < 1 || n > 999) { SWAP_INT32(&n); if (n < 1 || n > 999) { E_ERROR("Title length %x in dump file %s out of range\n", n, file); goto error_out; } do_swap = 1; } if (fread(line, sizeof(char), n, fp) != n) { E_ERROR_SYSTEM("Cannot read title"); goto error_out; } if (line[n - 1] != '\0') { E_ERROR("Bad title in dump file\n"); goto error_out; } E_INFO("%s\n", line); /* Read header size, header */ if (fread(&n, sizeof(n), 1, fp) != 1) { E_ERROR_SYSTEM("Failed to read header size from %s", file); goto error_out; } if (do_swap) SWAP_INT32(&n); if (fread(line, sizeof(char), n, fp) != n) { E_ERROR_SYSTEM("Cannot read header"); goto error_out; } if (line[n - 1] != '\0') { E_ERROR("Bad header in dump file\n"); goto error_out; } /* Read other header strings until string length = 0 */ for (;;) { if (fread(&n, sizeof(n), 1, fp) != 1) { E_ERROR_SYSTEM("Failed to read header string size from %s", file); goto error_out; } if (do_swap) SWAP_INT32(&n); if (n == 0) break; if (fread(line, sizeof(char), n, fp) != n) { E_ERROR_SYSTEM("Cannot read header"); goto error_out; } /* Look for a cluster count, if present */ if (!strncmp(line, "feature_count ", strlen("feature_count "))) { n_feat = atoi(line + strlen("feature_count ")); } if (!strncmp(line, "mixture_count ", strlen("mixture_count "))) { n_density = atoi(line + strlen("mixture_count ")); } if (!strncmp(line, "model_count ", strlen("model_count "))) { n_sen = atoi(line + strlen("model_count ")); } if (!strncmp(line, "cluster_count ", strlen("cluster_count "))) { n_clust = atoi(line + strlen("cluster_count ")); } if (!strncmp(line, "cluster_bits ", strlen("cluster_bits "))) { n_bits = atoi(line + strlen("cluster_bits ")); } } /* Defaults for #rows, #columns in mixw array. */ c = n_sen; r = n_density; if (n_clust == 0) { /* Older mixw files have them here, and they might be padded. */ if (fread(&r, sizeof(r), 1, fp) != 1) { E_ERROR_SYSTEM("Cannot read #rows"); goto error_out; } if (do_swap) SWAP_INT32(&r); if (fread(&c, sizeof(c), 1, fp) != 1) { E_ERROR_SYSTEM("Cannot read #columns"); goto error_out; } if (do_swap) SWAP_INT32(&c); E_INFO("Rows: %d, Columns: %d\n", r, c); } if (n_feat != s->g->n_feat) { E_ERROR("Number of feature streams mismatch: %d != %d\n", n_feat, s->g->n_feat); goto error_out; } if (n_density != s->g->n_density) { E_ERROR("Number of densities mismatch: %d != %d\n", n_density, s->g->n_density); goto error_out; } if (n_sen != s->n_sen) { E_ERROR("Number of senones mismatch: %d != %d\n", n_sen, s->n_sen); goto error_out; } if (!((n_clust == 0) || (n_clust == 15) || (n_clust == 16))) { E_ERROR("Cluster count must be 0, 15, or 16\n"); goto error_out; } if (n_clust == 15) ++n_clust; if (!((n_bits == 8) || (n_bits == 4))) { E_ERROR("Cluster count must be 4 or 8\n"); goto error_out; } if (do_mmap) { E_INFO("Using memory-mapped I/O for senones\n"); } offset = ftell(fp); /* Allocate memory for pdfs (or memory map them) */ if (do_mmap) { s->sendump_mmap = mmio_file_read(file); /* Get cluster codebook if any. */ if (n_clust) { s->mixw_cb = ((uint8 *) mmio_file_ptr(s->sendump_mmap)) + offset; offset += n_clust; } } else { /* Get cluster codebook if any. */ if (n_clust) { s->mixw_cb = ckd_calloc(1, n_clust); if (fread(s->mixw_cb, 1, n_clust, fp) != (size_t) n_clust) { E_ERROR("Failed to read %d bytes from sendump\n", n_clust); goto error_out; } } } /* Set up pointers, or read, or whatever */ if (s->sendump_mmap) { s->mixw = ckd_calloc_2d(n_feat, n_density, sizeof(*s->mixw)); for (n = 0; n < n_feat; n++) { int step = c; if (n_bits == 4) step = (step + 1) / 2; for (i = 0; i < r; i++) { s->mixw[n][i] = ((uint8 *) mmio_file_ptr(s->sendump_mmap)) + offset; offset += step; } } } else { s->mixw = ckd_calloc_3d(n_feat, n_density, n_sen, sizeof(***s->mixw)); /* Read pdf values and ids */ for (n = 0; n < n_feat; n++) { int step = c; if (n_bits == 4) step = (step + 1) / 2; for (i = 0; i < r; i++) { if (fread(s->mixw[n][i], sizeof(***s->mixw), step, fp) != (size_t) step) { E_ERROR("Failed to read %d bytes from sendump\n", step); goto error_out; } } } } fclose(fp); return 0; error_out: fclose(fp); return -1; } static int32 read_mixw(ptm_mgau_t * s, char const *file_name, double SmoothMin) { char **argname, **argval; char eofchk; FILE *fp; int32 byteswap, chksum_present; uint32 chksum; float32 *pdf; int32 i, f, c, n; int32 n_sen; int32 n_feat; int32 n_comp; int32 n_err; E_INFO("Reading mixture weights file '%s'\n", file_name); if ((fp = fopen(file_name, "rb")) == NULL) E_FATAL_SYSTEM("Failed to open mixture file '%s' for reading", file_name); /* Read header, including argument-value info and 32-bit byteorder magic */ if (bio_readhdr(fp, &argname, &argval, &byteswap) < 0) E_FATAL("Failed to read header from '%s'\n", file_name); /* Parse argument-value list */ chksum_present = 0; for (i = 0; argname[i]; i++) { if (strcmp(argname[i], "version") == 0) { if (strcmp(argval[i], MGAU_MIXW_VERSION) != 0) E_WARN("Version mismatch(%s): %s, expecting %s\n", file_name, argval[i], MGAU_MIXW_VERSION); } else if (strcmp(argname[i], "chksum0") == 0) { chksum_present = 1; /* Ignore the associated value */ } } bio_hdrarg_free(argname, argval); argname = argval = NULL; chksum = 0; /* Read #senones, #features, #codewords, arraysize */ if ((bio_fread(&n_sen, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_feat, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_comp, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n, sizeof(int32), 1, fp, byteswap, &chksum) != 1)) { E_FATAL("bio_fread(%s) (arraysize) failed\n", file_name); } if (n_feat != s->g->n_feat) E_FATAL("#Features streams(%d) != %d\n", n_feat, s->g->n_feat); if (n != n_sen * n_feat * n_comp) { E_FATAL ("%s: #float32s(%d) doesn't match header dimensions: %d x %d x %d\n", file_name, i, n_sen, n_feat, n_comp); } /* n_sen = number of mixture weights per codeword, which is * fixed at the number of senones since we have only one codebook. */ s->n_sen = n_sen; /* Quantized mixture weight arrays. */ s->mixw = ckd_calloc_3d(s->g->n_feat, s->g->n_density, n_sen, sizeof(***s->mixw)); /* Temporary structure to read in floats before conversion to (int32) logs3 */ pdf = (float32 *) ckd_calloc(n_comp, sizeof(float32)); /* Read senone probs data, normalize, floor, convert to logs3, truncate to 8 bits */ n_err = 0; for (i = 0; i < n_sen; i++) { for (f = 0; f < n_feat; f++) { if (bio_fread((void *) pdf, sizeof(float32), n_comp, fp, byteswap, &chksum) != n_comp) { E_FATAL("bio_fread(%s) (arraydata) failed\n", file_name); } /* Normalize and floor */ if (vector_sum_norm(pdf, n_comp) <= 0.0) n_err++; vector_floor(pdf, n_comp, SmoothMin); vector_sum_norm(pdf, n_comp); /* Convert to LOG, quantize, and transpose */ for (c = 0; c < n_comp; c++) { int32 qscr; qscr = -logmath_log(s->lmath_8b, pdf[c]); if ((qscr > MAX_NEG_MIXW) || (qscr < 0)) qscr = MAX_NEG_MIXW; s->mixw[f][c][i] = qscr; } } } if (n_err > 0) E_WARN("Weight normalization failed for %d mixture weights components\n", n_err); ckd_free(pdf); if (chksum_present) bio_verify_chksum(fp, byteswap, chksum); if (fread(&eofchk, 1, 1, fp) == 1) E_FATAL("More data than expected in %s\n", file_name); fclose(fp); E_INFO("Read %d x %d x %d mixture weights\n", n_sen, n_feat, n_comp); return n_sen; } ps_mgau_t * ptm_mgau_init(acmod_t *acmod, bin_mdef_t *mdef) { ptm_mgau_t *s; ps_mgau_t *ps; char const *sendump_path; int i; s = ckd_calloc(1, sizeof(*s)); s->config = acmod->config; s->lmath = logmath_retain(acmod->lmath); /* Log-add table. */ s->lmath_8b = logmath_init(logmath_get_base(acmod->lmath), SENSCR_SHIFT, TRUE); if (s->lmath_8b == NULL) goto error_out; /* Ensure that it is only 8 bits wide so that fast_logmath_add() works. */ if (logmath_get_width(s->lmath_8b) != 1) { E_ERROR("Log base %f is too small to represent add table in 8 bits\n", logmath_get_base(s->lmath_8b)); goto error_out; } /* Read means and variances. */ if ((s->g = gauden_init(cmd_ln_str_r(s->config, "-mean"), cmd_ln_str_r(s->config, "-var"), cmd_ln_float32_r(s->config, "-varfloor"), s->lmath)) == NULL) goto error_out; /* We only support 256 codebooks or less (like 640k or 2GB, this * should be enough for anyone) */ if (s->g->n_mgau > 256) { E_INFO("Number of codebooks exceeds 256: %d\n", s->g->n_mgau); goto error_out; } if (s->g->n_mgau != bin_mdef_n_ciphone(mdef)) { E_INFO("Number of codebooks doesn't match number of ciphones, doesn't look like PTM: %d != %d\n", s->g->n_mgau, bin_mdef_n_ciphone(mdef)); goto error_out; } /* Verify n_feat and veclen, against acmod. */ if (s->g->n_feat != feat_dimension1(acmod->fcb)) { E_ERROR("Number of streams does not match: %d != %d\n", s->g->n_feat, feat_dimension1(acmod->fcb)); goto error_out; } for (i = 0; i < s->g->n_feat; ++i) { if (s->g->featlen[i] != feat_dimension2(acmod->fcb, i)) { E_ERROR("Dimension of stream %d does not match: %d != %d\n", s->g->featlen[i], feat_dimension2(acmod->fcb, i)); goto error_out; } } /* Read mixture weights. */ if ((sendump_path = cmd_ln_str_r(s->config, "-sendump"))) { if (read_sendump(s, acmod->mdef, sendump_path) < 0) { goto error_out; } } else { if (read_mixw(s, cmd_ln_str_r(s->config, "-mixw"), cmd_ln_float32_r(s->config, "-mixwfloor")) < 0) { goto error_out; } } s->ds_ratio = cmd_ln_int32_r(s->config, "-ds"); s->max_topn = cmd_ln_int32_r(s->config, "-topn"); E_INFO("Maximum top-N: %d\n", s->max_topn); /* Assume mapping of senones to their base phones, though this * will become more flexible in the future. */ s->sen2cb = ckd_calloc(s->n_sen, sizeof(*s->sen2cb)); for (i = 0; i < s->n_sen; ++i) s->sen2cb[i] = bin_mdef_sen2cimap(acmod->mdef, i); /* Allocate fast-match history buffers. We need enough for the * phoneme lookahead window, plus the current frame, plus one for * good measure? (FIXME: I don't remember why) */ s->n_fast_hist = cmd_ln_int32_r(s->config, "-pl_window") + 2; s->hist = ckd_calloc(s->n_fast_hist, sizeof(*s->hist)); /* s->f will be a rotating pointer into s->hist. */ s->f = s->hist; for (i = 0; i < s->n_fast_hist; ++i) { int j, k, m; /* Top-N codewords for every codebook and feature. */ s->hist[i].topn = ckd_calloc_3d(s->g->n_mgau, s->g->n_feat, s->max_topn, sizeof(ptm_topn_t)); /* Initialize them to sane (yet arbitrary) defaults. */ for (j = 0; j < s->g->n_mgau; ++j) { for (k = 0; k < s->g->n_feat; ++k) { for (m = 0; m < s->max_topn; ++m) { s->hist[i].topn[j][k][m].cw = m; s->hist[i].topn[j][k][m].score = WORST_DIST; } } } /* Active codebook mapping (just codebook, not features, at least not yet) */ s->hist[i].mgau_active = bitvec_alloc(s->g->n_mgau); /* Start with them all on, prune them later. */ bitvec_set_all(s->hist[i].mgau_active, s->g->n_mgau); } ps = (ps_mgau_t *)s; ps->vt = &ptm_mgau_funcs; return ps; error_out: ptm_mgau_free(ps_mgau_base(s)); return NULL; } int ptm_mgau_mllr_transform(ps_mgau_t *ps, ps_mllr_t *mllr) { ptm_mgau_t *s = (ptm_mgau_t *)ps; return gauden_mllr_transform(s->g, mllr, s->config); } void ptm_mgau_free(ps_mgau_t *ps) { int i; ptm_mgau_t *s = (ptm_mgau_t *)ps; logmath_free(s->lmath); logmath_free(s->lmath_8b); if (s->sendump_mmap) { ckd_free_2d(s->mixw); mmio_file_unmap(s->sendump_mmap); } else { ckd_free_3d(s->mixw); } ckd_free(s->sen2cb); for (i = 0; i < s->n_fast_hist; i++) { ckd_free_3d(s->hist[i].topn); bitvec_free(s->hist[i].mgau_active); } ckd_free(s->hist); gauden_free(s->g); ckd_free(s); } pocketsphinx-5prealpha/src/libpocketsphinx/tied_mgau_common.h0000664000175000017500000001033112504317100022042 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file tied_mgau_common.h * @brief Common code shared between SC and PTM (tied-state) models. */ #ifndef __TIED_MGAU_COMMON_H__ #define __TIED_MGAU_COMMON_H__ #include #include #define MGAU_MIXW_VERSION "1.0" /* Sphinx-3 file format version for mixw */ #define MGAU_PARAM_VERSION "1.0" /* Sphinx-3 file format version for mean/var */ #define NONE -1 #define WORST_DIST (int32)(0x80000000) /** Subtract GMM component b (assumed to be positive) and saturate */ #ifdef FIXED_POINT #define GMMSUB(a,b) \ (((a)-(b) > a) ? (INT_MIN) : ((a)-(b))) /** Add GMM component b (assumed to be positive) and saturate */ #define GMMADD(a,b) \ (((a)+(b) < a) ? (INT_MAX) : ((a)+(b))) #else #define GMMSUB(a,b) ((a)-(b)) #define GMMADD(a,b) ((a)+(b)) #endif #ifndef MIN #define MIN(a,b) ((a) < (b) ? (a) : (b)) #endif #if defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L) #define LOGMATH_INLINE static inline #elif defined(_MSC_VER) #define LOGMATH_INLINE __inline #else #define LOGMATH_INLINE static #endif /* Allocate 0..159 for negated quantized mixture weights and 0..96 for * negated normalized acoustic scores, so that the combination of the * two (for a single mixture) can never exceed 255. */ #define MAX_NEG_MIXW 159 /**< Maximum negated mixture weight value. */ #define MAX_NEG_ASCR 96 /**< Maximum negated acoustic score value. */ /** * Quickly log-add two negated log probabilities. * * @param lmath The log-math object * @param mlx A negative log probability (0 < mlx < 255) * @param mly A negative log probability (0 < mly < 255) * @return -log(exp(-mlx)+exp(-mly)) * * We can do some extra-fast log addition since we know that * mixw+ascr is always less than 256 and hence x-y is also always less * than 256. This relies on some cooperation from logmath_t which * will never produce a logmath table smaller than 256 entries. * * Note that the parameters are *negated* log probabilities (and * hence, are positive numbers), as is the return value. This is the * key to the "fastness" of this function. */ LOGMATH_INLINE int fast_logmath_add(logmath_t *lmath, int mlx, int mly) { logadd_t *t = LOGMATH_TABLE(lmath); int d, r; /* d must be positive, obviously. */ if (mlx > mly) { d = (mlx - mly); r = mly; } else { d = (mly - mlx); r = mlx; } return r - (((uint8 *)t->table)[d]); } #endif /* __TIED_MGAU_COMMON_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/pocketsphinx.c0000664000175000017500000011606512551301442021265 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* System headers. */ #include #include #ifdef HAVE_UNISTD_H #include #endif /* SphinxBase headers. */ #include #include #include #include #include #include /* Local headers. */ #include "cmdln_macro.h" #include "pocketsphinx.h" #include "pocketsphinx_internal.h" #include "ps_lattice_internal.h" #include "phone_loop_search.h" #include "kws_search.h" #include "fsg_search_internal.h" #include "ngram_search.h" #include "ngram_search_fwdtree.h" #include "ngram_search_fwdflat.h" #include "allphone_search.h" static const arg_t ps_args_def[] = { POCKETSPHINX_OPTIONS, CMDLN_EMPTY_OPTION }; /* I'm not sure what the portable way to do this is. */ static int file_exists(const char *path) { FILE *tmp; tmp = fopen(path, "rb"); if (tmp) fclose(tmp); return (tmp != NULL); } #ifdef MODELDIR static int hmmdir_exists(const char *path) { FILE *tmp; char *mdef = string_join(path, "/mdef", NULL); tmp = fopen(mdef, "rb"); if (tmp) fclose(tmp); ckd_free(mdef); return (tmp != NULL); } #endif static void ps_add_file(ps_decoder_t *ps, const char *arg, const char *hmmdir, const char *file) { char *tmp = string_join(hmmdir, "/", file, NULL); if (cmd_ln_str_r(ps->config, arg) == NULL && file_exists(tmp)) cmd_ln_set_str_r(ps->config, arg, tmp); ckd_free(tmp); } /* Feature and front-end parameters that may be in feat.params */ static const arg_t feat_defn[] = { waveform_to_cepstral_command_line_macro(), cepstral_to_feature_command_line_macro(), CMDLN_EMPTY_OPTION }; static void ps_expand_model_config(ps_decoder_t *ps) { char const *hmmdir, *featparams; /* Disable memory mapping on Blackfin (FIXME: should be uClinux in general). */ #ifdef __ADSPBLACKFIN__ E_INFO("Will not use mmap() on uClinux/Blackfin."); cmd_ln_set_boolean_r(ps->config, "-mmap", FALSE); #endif /* Get acoustic model filenames and add them to the command-line */ if ((hmmdir = cmd_ln_str_r(ps->config, "-hmm")) != NULL) { ps_add_file(ps, "-mdef", hmmdir, "mdef"); ps_add_file(ps, "-mean", hmmdir, "means"); ps_add_file(ps, "-var", hmmdir, "variances"); ps_add_file(ps, "-tmat", hmmdir, "transition_matrices"); ps_add_file(ps, "-mixw", hmmdir, "mixture_weights"); ps_add_file(ps, "-sendump", hmmdir, "sendump"); ps_add_file(ps, "-fdict", hmmdir, "noisedict"); ps_add_file(ps, "-lda", hmmdir, "feature_transform"); ps_add_file(ps, "-featparams", hmmdir, "feat.params"); ps_add_file(ps, "-senmgau", hmmdir, "senmgau"); } /* Look for feat.params in acoustic model dir. */ if ((featparams = cmd_ln_str_r(ps->config, "-featparams"))) { if (NULL != cmd_ln_parse_file_r(ps->config, feat_defn, featparams, FALSE)) E_INFO("Parsed model-specific feature parameters from %s\n", featparams); } /* Print here because acmod_init might load feat.params file */ if (err_get_logfp() != NULL) { cmd_ln_print_values_r(ps->config, err_get_logfp(), ps_args()); } } static void ps_free_searches(ps_decoder_t *ps) { if (ps->searches) { hash_iter_t *search_it; for (search_it = hash_table_iter(ps->searches); search_it; search_it = hash_table_iter_next(search_it)) { ps_search_free(hash_entry_val(search_it->ent)); } hash_table_free(ps->searches); } ps->searches = NULL; ps->search = NULL; } static ps_search_t * ps_find_search(ps_decoder_t *ps, char const *name) { void *search = NULL; hash_table_lookup(ps->searches, name, &search); return (ps_search_t *) search; } void ps_default_search_args(cmd_ln_t *config) { #ifdef MODELDIR /* Set default acoustic and language models. */ const char *hmmdir = cmd_ln_str_r(config, "-hmm"); if (hmmdir == NULL && hmmdir_exists(MODELDIR "/en-us/en-us")) { hmmdir = MODELDIR "/en-us/en-us"; cmd_ln_set_str_r(config, "-hmm", hmmdir); } const char *lmfile = cmd_ln_str_r(config, "-lm"); if (lmfile == NULL && !cmd_ln_str_r(config, "-fsg") && !cmd_ln_str_r(config, "-jsgf") && !cmd_ln_str_r(config, "-lmctl") && !cmd_ln_str_r(config, "-kws") && !cmd_ln_str_r(config, "-keyphrase") && file_exists(MODELDIR "/en-us/en-us.lm.bin")) { lmfile = MODELDIR "/en-us/en-us.lm.bin"; cmd_ln_set_str_r(config, "-lm", lmfile); } const char *dictfile = cmd_ln_str_r(config, "-dict"); if (dictfile == NULL && file_exists(MODELDIR "/en-us/cmudict-en-us.dict")) { dictfile = MODELDIR "/en-us/cmudict-en-us.dict"; cmd_ln_set_str_r(config, "-dict", dictfile); } /* Expand acoustic and language model filenames relative to installation * path. */ if (hmmdir && !path_is_absolute(hmmdir) && !hmmdir_exists(hmmdir)) { char *tmphmm = string_join(MODELDIR "/hmm/", hmmdir, NULL); if (hmmdir_exists(tmphmm)) { cmd_ln_set_str_r(config, "-hmm", tmphmm); } else { E_ERROR("Failed to find mdef file inside the model folder " "specified with -hmm `%s'\n", hmmdir); } ckd_free(tmphmm); } if (lmfile && !path_is_absolute(lmfile) && !file_exists(lmfile)) { char *tmplm = string_join(MODELDIR "/lm/", lmfile, NULL); cmd_ln_set_str_r(config, "-lm", tmplm); ckd_free(tmplm); } if (dictfile && !path_is_absolute(dictfile) && !file_exists(dictfile)) { char *tmpdict = string_join(MODELDIR "/lm/", dictfile, NULL); cmd_ln_set_str_r(config, "-dict", tmpdict); ckd_free(tmpdict); } #endif } int ps_reinit(ps_decoder_t *ps, cmd_ln_t *config) { const char *path; const char *keyphrase; int32 lw; if (config && config != ps->config) { cmd_ln_free_r(ps->config); ps->config = cmd_ln_retain(config); } err_set_debug_level(cmd_ln_int32_r(ps->config, "-debug")); /* Set up logging. We need to do this earlier because we want to dump * the information to the configured log, not to the stderr. */ if (config && cmd_ln_str_r(ps->config, "-logfn")) { if (err_set_logfile(cmd_ln_str_r(ps->config, "-logfn")) < 0) { E_ERROR("Cannot redirect log output\n"); return -1; } } ps->mfclogdir = cmd_ln_str_r(ps->config, "-mfclogdir"); ps->rawlogdir = cmd_ln_str_r(ps->config, "-rawlogdir"); ps->senlogdir = cmd_ln_str_r(ps->config, "-senlogdir"); /* Fill in some default arguments. */ ps_expand_model_config(ps); /* Free old searches (do this before other reinit) */ ps_free_searches(ps); ps->searches = hash_table_new(3, HASH_CASE_YES); /* Free old acmod. */ acmod_free(ps->acmod); ps->acmod = NULL; /* Free old dictionary (must be done after the two things above) */ dict_free(ps->dict); ps->dict = NULL; /* Free d2p */ dict2pid_free(ps->d2p); ps->d2p = NULL; /* Logmath computation (used in acmod and search) */ if (ps->lmath == NULL || (logmath_get_base(ps->lmath) != (float64)cmd_ln_float32_r(ps->config, "-logbase"))) { if (ps->lmath) logmath_free(ps->lmath); ps->lmath = logmath_init ((float64)cmd_ln_float32_r(ps->config, "-logbase"), 0, cmd_ln_boolean_r(ps->config, "-bestpath")); } /* Acoustic model (this is basically everything that * uttproc.c, senscr.c, and others used to do) */ if ((ps->acmod = acmod_init(ps->config, ps->lmath, NULL, NULL)) == NULL) return -1; if (cmd_ln_int32_r(ps->config, "-pl_window") > 0) { /* Initialize an auxiliary phone loop search, which will run in * "parallel" with FSG or N-Gram search. */ if ((ps->phone_loop = phone_loop_search_init(ps->config, ps->acmod, ps->dict)) == NULL) return -1; hash_table_enter(ps->searches, ps_search_name(ps->phone_loop), ps->phone_loop); } /* Dictionary and triphone mappings (depends on acmod). */ /* FIXME: pass config, change arguments, implement LTS, etc. */ if ((ps->dict = dict_init(ps->config, ps->acmod->mdef)) == NULL) return -1; if ((ps->d2p = dict2pid_build(ps->acmod->mdef, ps->dict)) == NULL) return -1; lw = cmd_ln_float32_r(ps->config, "-lw"); /* Determine whether we are starting out in FSG or N-Gram search mode. * If neither is used skip search initialization. */ /* Load KWS if one was specified in config */ if ((keyphrase = cmd_ln_str_r(ps->config, "-keyphrase"))) { if (ps_set_keyphrase(ps, PS_DEFAULT_SEARCH, keyphrase)) return -1; ps_set_search(ps, PS_DEFAULT_SEARCH); } if ((path = cmd_ln_str_r(ps->config, "-kws"))) { if (ps_set_kws(ps, PS_DEFAULT_SEARCH, path)) return -1; ps_set_search(ps, PS_DEFAULT_SEARCH); } /* Load an FSG if one was specified in config */ if ((path = cmd_ln_str_r(ps->config, "-fsg"))) { fsg_model_t *fsg = fsg_model_readfile(path, ps->lmath, lw); if (!fsg) return -1; if (ps_set_fsg(ps, PS_DEFAULT_SEARCH, fsg)) { fsg_model_free(fsg); return -1; } fsg_model_free(fsg); ps_set_search(ps, PS_DEFAULT_SEARCH); } /* Or load a JSGF grammar */ if ((path = cmd_ln_str_r(ps->config, "-jsgf"))) { if (ps_set_jsgf_file(ps, PS_DEFAULT_SEARCH, path) || ps_set_search(ps, PS_DEFAULT_SEARCH)) return -1; } if ((path = cmd_ln_str_r(ps->config, "-allphone"))) { if (ps_set_allphone_file(ps, PS_DEFAULT_SEARCH, path) || ps_set_search(ps, PS_DEFAULT_SEARCH)) return -1; } if ((path = cmd_ln_str_r(ps->config, "-lm")) && !cmd_ln_boolean_r(ps->config, "-allphone")) { if (ps_set_lm_file(ps, PS_DEFAULT_SEARCH, path) || ps_set_search(ps, PS_DEFAULT_SEARCH)) return -1; } if ((path = cmd_ln_str_r(ps->config, "-lmctl"))) { const char *name; ngram_model_t *lmset; ngram_model_set_iter_t *lmset_it; if (!(lmset = ngram_model_set_read(ps->config, path, ps->lmath))) { E_ERROR("Failed to read language model control file: %s\n", path); return -1; } for(lmset_it = ngram_model_set_iter(lmset); lmset_it; lmset_it = ngram_model_set_iter_next(lmset_it)) { ngram_model_t *lm = ngram_model_set_iter_model(lmset_it, &name); E_INFO("adding search %s\n", name); if (ps_set_lm(ps, name, lm)) { ngram_model_set_iter_free(lmset_it); ngram_model_free(lmset); return -1; } } ngram_model_free(lmset); name = cmd_ln_str_r(ps->config, "-lmname"); if (name) ps_set_search(ps, name); else { E_ERROR("No default LM name (-lmname) for `-lmctl'\n"); return -1; } } /* Initialize performance timer. */ ps->perf.name = "decode"; ptmr_init(&ps->perf); return 0; } ps_decoder_t * ps_init(cmd_ln_t *config) { ps_decoder_t *ps; if (!config) { E_ERROR("No configuration specified"); return NULL; } ps = ckd_calloc(1, sizeof(*ps)); ps->refcount = 1; if (ps_reinit(ps, config) < 0) { ps_free(ps); return NULL; } return ps; } arg_t const * ps_args(void) { return ps_args_def; } ps_decoder_t * ps_retain(ps_decoder_t *ps) { ++ps->refcount; return ps; } int ps_free(ps_decoder_t *ps) { if (ps == NULL) return 0; if (--ps->refcount > 0) return ps->refcount; ps_free_searches(ps); dict_free(ps->dict); dict2pid_free(ps->d2p); acmod_free(ps->acmod); logmath_free(ps->lmath); cmd_ln_free_r(ps->config); ckd_free(ps); return 0; } cmd_ln_t * ps_get_config(ps_decoder_t *ps) { return ps->config; } logmath_t * ps_get_logmath(ps_decoder_t *ps) { return ps->lmath; } fe_t * ps_get_fe(ps_decoder_t *ps) { return ps->acmod->fe; } feat_t * ps_get_feat(ps_decoder_t *ps) { return ps->acmod->fcb; } ps_mllr_t * ps_update_mllr(ps_decoder_t *ps, ps_mllr_t *mllr) { return acmod_update_mllr(ps->acmod, mllr); } int ps_set_search(ps_decoder_t *ps, const char *name) { ps_search_t *search = ps_find_search(ps, name); if (!search) return -1; ps->search = search; /* Set pl window depending on the search */ if (!strcmp(PS_SEARCH_TYPE_NGRAM, ps_search_type(search))) { ps->pl_window = cmd_ln_int32_r(ps->config, "-pl_window"); } else { ps->pl_window = 0; } return 0; } const char* ps_get_search(ps_decoder_t *ps) { hash_iter_t *search_it; const char* name = NULL; for (search_it = hash_table_iter(ps->searches); search_it; search_it = hash_table_iter_next(search_it)) { if (hash_entry_val(search_it->ent) == ps->search) { name = hash_entry_key(search_it->ent); break; } } return name; } int ps_unset_search(ps_decoder_t *ps, const char *name) { ps_search_t *search = hash_table_delete(ps->searches, name); if (!search) return -1; if (ps->search == search) ps->search = NULL; ps_search_free(search); return 0; } ps_search_iter_t * ps_search_iter(ps_decoder_t *ps) { return (ps_search_iter_t *)hash_table_iter(ps->searches); } ps_search_iter_t * ps_search_iter_next(ps_search_iter_t *itor) { return (ps_search_iter_t *)hash_table_iter_next((hash_iter_t *)itor); } const char* ps_search_iter_val(ps_search_iter_t *itor) { return (const char*)(((hash_iter_t *)itor)->ent->key); } void ps_search_iter_free(ps_search_iter_t *itor) { hash_table_iter_free((hash_iter_t *)itor); } ngram_model_t * ps_get_lm(ps_decoder_t *ps, const char *name) { ps_search_t *search = ps_find_search(ps, name); if (search && strcmp(PS_SEARCH_TYPE_NGRAM, ps_search_type(search))) return NULL; return search ? ((ngram_search_t *) search)->lmset : NULL; } fsg_model_t * ps_get_fsg(ps_decoder_t *ps, const char *name) { ps_search_t *search = ps_find_search(ps, name); if (search && strcmp(PS_SEARCH_TYPE_FSG, ps_search_type(search))) return NULL; return search ? ((fsg_search_t *) search)->fsg : NULL; } const char* ps_get_kws(ps_decoder_t *ps, const char* name) { ps_search_t *search = ps_find_search(ps, name); if (search && strcmp(PS_SEARCH_TYPE_KWS, ps_search_type(search))) return NULL; return search ? kws_search_get_keywords(search) : NULL; } static int set_search_internal(ps_decoder_t *ps, ps_search_t *search) { ps_search_t *old_search; if (!search) return -1; search->pls = ps->phone_loop; old_search = (ps_search_t *) hash_table_replace(ps->searches, ps_search_name(search), search); if (old_search != search) ps_search_free(old_search); return 0; } int ps_set_lm(ps_decoder_t *ps, const char *name, ngram_model_t *lm) { ps_search_t *search; search = ngram_search_init(name, lm, ps->config, ps->acmod, ps->dict, ps->d2p); return set_search_internal(ps, search); } int ps_set_lm_file(ps_decoder_t *ps, const char *name, const char *path) { ngram_model_t *lm; int result; lm = ngram_model_read(ps->config, path, NGRAM_AUTO, ps->lmath); if (!lm) return -1; result = ps_set_lm(ps, name, lm); ngram_model_free(lm); return result; } int ps_set_allphone(ps_decoder_t *ps, const char *name, ngram_model_t *lm) { ps_search_t *search; search = allphone_search_init(name, lm, ps->config, ps->acmod, ps->dict, ps->d2p); return set_search_internal(ps, search); } int ps_set_allphone_file(ps_decoder_t *ps, const char *name, const char *path) { ngram_model_t *lm; int result; lm = NULL; if (path) lm = ngram_model_read(ps->config, path, NGRAM_AUTO, ps->lmath); result = ps_set_allphone(ps, name, lm); if (lm) ngram_model_free(lm); return result; } int ps_set_kws(ps_decoder_t *ps, const char *name, const char *keyfile) { ps_search_t *search; search = kws_search_init(name, NULL, keyfile, ps->config, ps->acmod, ps->dict, ps->d2p); return set_search_internal(ps, search); } int ps_set_keyphrase(ps_decoder_t *ps, const char *name, const char *keyphrase) { ps_search_t *search; search = kws_search_init(name, keyphrase, NULL, ps->config, ps->acmod, ps->dict, ps->d2p); return set_search_internal(ps, search); } int ps_set_fsg(ps_decoder_t *ps, const char *name, fsg_model_t *fsg) { ps_search_t *search; search = fsg_search_init(name, fsg, ps->config, ps->acmod, ps->dict, ps->d2p); return set_search_internal(ps, search); } int ps_set_jsgf_file(ps_decoder_t *ps, const char *name, const char *path) { fsg_model_t *fsg; jsgf_rule_t *rule; char const *toprule; jsgf_t *jsgf = jsgf_parse_file(path, NULL); float lw; int result; if (!jsgf) return -1; rule = NULL; /* Take the -toprule if specified. */ if ((toprule = cmd_ln_str_r(ps->config, "-toprule"))) { rule = jsgf_get_rule(jsgf, toprule); if (rule == NULL) { E_ERROR("Start rule %s not found\n", toprule); jsgf_grammar_free(jsgf); return -1; } } else { rule = jsgf_get_public_rule(jsgf); if (rule == NULL) { E_ERROR("No public rules found in %s\n", path); jsgf_grammar_free(jsgf); return -1; } } lw = cmd_ln_float32_r(ps->config, "-lw"); fsg = jsgf_build_fsg(jsgf, rule, ps->lmath, lw); result = ps_set_fsg(ps, name, fsg); fsg_model_free(fsg); jsgf_grammar_free(jsgf); return result; } int ps_set_jsgf_string(ps_decoder_t *ps, const char *name, const char *jsgf_string) { fsg_model_t *fsg; jsgf_rule_t *rule; char const *toprule; jsgf_t *jsgf = jsgf_parse_string(jsgf_string, NULL); float lw; int result; if (!jsgf) return -1; rule = NULL; /* Take the -toprule if specified. */ if ((toprule = cmd_ln_str_r(ps->config, "-toprule"))) { rule = jsgf_get_rule(jsgf, toprule); if (rule == NULL) { E_ERROR("Start rule %s not found\n", toprule); return -1; } } else { rule = jsgf_get_public_rule(jsgf); if (rule == NULL) { E_ERROR("No public rules found in input string\n"); return -1; } } lw = cmd_ln_float32_r(ps->config, "-lw"); fsg = jsgf_build_fsg(jsgf, rule, ps->lmath, lw); result = ps_set_fsg(ps, name, fsg); fsg_model_free(fsg); return result; } int ps_load_dict(ps_decoder_t *ps, char const *dictfile, char const *fdictfile, char const *format) { cmd_ln_t *newconfig; dict2pid_t *d2p; dict_t *dict; hash_iter_t *search_it; /* Create a new scratch config to load this dict (so existing one * won't be affected if it fails) */ newconfig = cmd_ln_init(NULL, ps_args(), TRUE, NULL); cmd_ln_set_boolean_r(newconfig, "-dictcase", cmd_ln_boolean_r(ps->config, "-dictcase")); cmd_ln_set_str_r(newconfig, "-dict", dictfile); if (fdictfile) cmd_ln_set_str_r(newconfig, "-fdict", fdictfile); else cmd_ln_set_str_r(newconfig, "-fdict", cmd_ln_str_r(ps->config, "-fdict")); /* Try to load it. */ if ((dict = dict_init(newconfig, ps->acmod->mdef)) == NULL) { cmd_ln_free_r(newconfig); return -1; } /* Reinit the dict2pid. */ if ((d2p = dict2pid_build(ps->acmod->mdef, dict)) == NULL) { cmd_ln_free_r(newconfig); return -1; } /* Success! Update the existing config to reflect new dicts and * drop everything into place. */ cmd_ln_free_r(newconfig); cmd_ln_set_str_r(ps->config, "-dict", dictfile); if (fdictfile) cmd_ln_set_str_r(ps->config, "-fdict", fdictfile); dict_free(ps->dict); ps->dict = dict; dict2pid_free(ps->d2p); ps->d2p = d2p; /* And tell all searches to reconfigure themselves. */ for (search_it = hash_table_iter(ps->searches); search_it; search_it = hash_table_iter_next(search_it)) { if (ps_search_reinit(hash_entry_val(search_it->ent), dict, d2p) < 0) { hash_table_iter_free(search_it); return -1; } } return 0; } int ps_save_dict(ps_decoder_t *ps, char const *dictfile, char const *format) { return dict_write(ps->dict, dictfile, format); } int ps_add_word(ps_decoder_t *ps, char const *word, char const *phones, int update) { int32 wid; s3cipid_t *pron; hash_iter_t *search_it; char **phonestr, *tmp; int np, i, rv; /* Parse phones into an array of phone IDs. */ tmp = ckd_salloc(phones); np = str2words(tmp, NULL, 0); phonestr = ckd_calloc(np, sizeof(*phonestr)); str2words(tmp, phonestr, np); pron = ckd_calloc(np, sizeof(*pron)); for (i = 0; i < np; ++i) { pron[i] = bin_mdef_ciphone_id(ps->acmod->mdef, phonestr[i]); if (pron[i] == -1) { E_ERROR("Unknown phone %s in phone string %s\n", phonestr[i], tmp); ckd_free(phonestr); ckd_free(tmp); ckd_free(pron); return -1; } } /* No longer needed. */ ckd_free(phonestr); ckd_free(tmp); /* Add it to the dictionary. */ if ((wid = dict_add_word(ps->dict, word, pron, np)) == -1) { ckd_free(pron); return -1; } /* No longer needed. */ ckd_free(pron); /* Now we also have to add it to dict2pid. */ dict2pid_add_word(ps->d2p, wid); /* TODO: we definitely need to refactor this */ for (search_it = hash_table_iter(ps->searches); search_it; search_it = hash_table_iter_next(search_it)) { ps_search_t *search = hash_entry_val(search_it->ent); if (!strcmp(PS_SEARCH_TYPE_NGRAM, ps_search_type(search))) { ngram_model_t *lmset = ((ngram_search_t *) search)->lmset; if (ngram_model_add_word(lmset, word, 1.0) == NGRAM_INVALID_WID) { hash_table_iter_free(search_it); return -1; } } if (update) { if ((rv = ps_search_reinit(search, ps->dict, ps->d2p) < 0)) { hash_table_iter_free(search_it); return rv; } } } /* Rebuild the widmap and search tree if requested. */ return wid; } char * ps_lookup_word(ps_decoder_t *ps, const char *word) { s3wid_t wid; int32 phlen, j; char *phones; dict_t *dict = ps->dict; wid = dict_wordid(dict, word); if (wid == BAD_S3WID) return NULL; for (phlen = j = 0; j < dict_pronlen(dict, wid); ++j) phlen += strlen(dict_ciphone_str(dict, wid, j)) + 1; phones = ckd_calloc(1, phlen); for (j = 0; j < dict_pronlen(dict, wid); ++j) { strcat(phones, dict_ciphone_str(dict, wid, j)); if (j != dict_pronlen(dict, wid) - 1) strcat(phones, " "); } return phones; } long ps_decode_raw(ps_decoder_t *ps, FILE *rawfh, long maxsamps) { int16 *data; long total, pos, endpos; ps_start_stream(ps); ps_start_utt(ps); /* If this file is seekable or maxsamps is specified, then decode * the whole thing at once. */ if (maxsamps != -1) { data = ckd_calloc(maxsamps, sizeof(*data)); total = fread(data, sizeof(*data), maxsamps, rawfh); ps_process_raw(ps, data, total, FALSE, TRUE); ckd_free(data); } else if ((pos = ftell(rawfh)) >= 0) { fseek(rawfh, 0, SEEK_END); endpos = ftell(rawfh); fseek(rawfh, pos, SEEK_SET); maxsamps = endpos - pos; data = ckd_calloc(maxsamps, sizeof(*data)); total = fread(data, sizeof(*data), maxsamps, rawfh); ps_process_raw(ps, data, total, FALSE, TRUE); ckd_free(data); } else { /* Otherwise decode it in a stream. */ total = 0; while (!feof(rawfh)) { int16 data[256]; size_t nread; nread = fread(data, sizeof(*data), sizeof(data)/sizeof(*data), rawfh); ps_process_raw(ps, data, nread, FALSE, FALSE); total += nread; } } ps_end_utt(ps); return total; } int ps_start_stream(ps_decoder_t *ps) { acmod_start_stream(ps->acmod); return 0; } int ps_start_utt(ps_decoder_t *ps) { int rv; char uttid[16]; if (ps->acmod->state == ACMOD_STARTED || ps->acmod->state == ACMOD_PROCESSING) { E_ERROR("Utterance already started\n"); return -1; } if (ps->search == NULL) { E_ERROR("No search module is selected, did you forget to " "specify a language model or grammar?\n"); return -1; } ptmr_reset(&ps->perf); ptmr_start(&ps->perf); sprintf(uttid, "%09u", ps->uttno); ++ps->uttno; /* Remove any residual word lattice and hypothesis. */ ps_lattice_free(ps->search->dag); ps->search->dag = NULL; ps->search->last_link = NULL; ps->search->post = 0; ckd_free(ps->search->hyp_str); ps->search->hyp_str = NULL; if ((rv = acmod_start_utt(ps->acmod)) < 0) return rv; /* Start logging features and audio if requested. */ if (ps->mfclogdir) { char *logfn = string_join(ps->mfclogdir, "/", uttid, ".mfc", NULL); FILE *mfcfh; E_INFO("Writing MFCC log file: %s\n", logfn); if ((mfcfh = fopen(logfn, "wb")) == NULL) { E_ERROR_SYSTEM("Failed to open MFCC log file %s", logfn); ckd_free(logfn); return -1; } ckd_free(logfn); acmod_set_mfcfh(ps->acmod, mfcfh); } if (ps->rawlogdir) { char *logfn = string_join(ps->rawlogdir, "/", uttid, ".raw", NULL); FILE *rawfh; E_INFO("Writing raw audio log file: %s\n", logfn); if ((rawfh = fopen(logfn, "wb")) == NULL) { E_ERROR_SYSTEM("Failed to open raw audio log file %s", logfn); ckd_free(logfn); return -1; } ckd_free(logfn); acmod_set_rawfh(ps->acmod, rawfh); } if (ps->senlogdir) { char *logfn = string_join(ps->senlogdir, "/", uttid, ".sen", NULL); FILE *senfh; E_INFO("Writing senone score log file: %s\n", logfn); if ((senfh = fopen(logfn, "wb")) == NULL) { E_ERROR_SYSTEM("Failed to open senone score log file %s", logfn); ckd_free(logfn); return -1; } ckd_free(logfn); acmod_set_senfh(ps->acmod, senfh); } /* Start auxiliary phone loop search. */ if (ps->phone_loop) ps_search_start(ps->phone_loop); return ps_search_start(ps->search); } static int ps_search_forward(ps_decoder_t *ps) { int nfr; nfr = 0; while (ps->acmod->n_feat_frame > 0) { int k; if (ps->pl_window > 0) if ((k = ps_search_step(ps->phone_loop, ps->acmod->output_frame)) < 0) return k; if (ps->acmod->output_frame >= ps->pl_window) if ((k = ps_search_step(ps->search, ps->acmod->output_frame - ps->pl_window)) < 0) return k; acmod_advance(ps->acmod); ++ps->n_frame; ++nfr; } return nfr; } int ps_decode_senscr(ps_decoder_t *ps, FILE *senfh) { int nfr, n_searchfr; ps_start_utt(ps); n_searchfr = 0; acmod_set_insenfh(ps->acmod, senfh); while ((nfr = acmod_read_scores(ps->acmod)) > 0) { if ((nfr = ps_search_forward(ps)) < 0) { ps_end_utt(ps); return nfr; } n_searchfr += nfr; } ps_end_utt(ps); acmod_set_insenfh(ps->acmod, NULL); return n_searchfr; } int ps_process_raw(ps_decoder_t *ps, int16 const *data, size_t n_samples, int no_search, int full_utt) { int n_searchfr = 0; if (ps->acmod->state == ACMOD_IDLE) { E_ERROR("Failed to process data, utterance is not started. Use start_utt to start it\n"); return 0; } if (no_search) acmod_set_grow(ps->acmod, TRUE); while (n_samples) { int nfr; /* Process some data into features. */ if ((nfr = acmod_process_raw(ps->acmod, &data, &n_samples, full_utt)) < 0) return nfr; /* Score and search as much data as possible */ if (no_search) continue; if ((nfr = ps_search_forward(ps)) < 0) return nfr; n_searchfr += nfr; } return n_searchfr; } int ps_process_cep(ps_decoder_t *ps, mfcc_t **data, int32 n_frames, int no_search, int full_utt) { int n_searchfr = 0; if (no_search) acmod_set_grow(ps->acmod, TRUE); while (n_frames) { int nfr; /* Process some data into features. */ if ((nfr = acmod_process_cep(ps->acmod, &data, &n_frames, full_utt)) < 0) return nfr; /* Score and search as much data as possible */ if (no_search) continue; if ((nfr = ps_search_forward(ps)) < 0) return nfr; n_searchfr += nfr; } return n_searchfr; } int ps_end_utt(ps_decoder_t *ps) { int rv, i; if (ps->acmod->state == ACMOD_ENDED || ps->acmod->state == ACMOD_IDLE) { E_ERROR("Utterance is not started\n"); return -1; } acmod_end_utt(ps->acmod); /* Search any remaining frames. */ if ((rv = ps_search_forward(ps)) < 0) { ptmr_stop(&ps->perf); return rv; } /* Finish phone loop search. */ if (ps->phone_loop) { if ((rv = ps_search_finish(ps->phone_loop)) < 0) { ptmr_stop(&ps->perf); return rv; } } /* Search any frames remaining in the lookahead window. */ if (ps->acmod->output_frame >= ps->pl_window) { for (i = ps->acmod->output_frame - ps->pl_window; i < ps->acmod->output_frame; ++i) ps_search_step(ps->search, i); } /* Finish main search. */ if ((rv = ps_search_finish(ps->search)) < 0) { ptmr_stop(&ps->perf); return rv; } ptmr_stop(&ps->perf); /* Log a backtrace if requested. */ if (cmd_ln_boolean_r(ps->config, "-backtrace")) { const char* hyp; ps_seg_t *seg; int32 score; hyp = ps_get_hyp(ps, &score); if (hyp != NULL) { E_INFO("%s (%d)\n", hyp, score); E_INFO_NOFN("%-20s %-5s %-5s %-5s %-10s %-10s %-3s\n", "word", "start", "end", "pprob", "ascr", "lscr", "lback"); for (seg = ps_seg_iter(ps, &score); seg; seg = ps_seg_next(seg)) { char const *word; int sf, ef; int32 post, lscr, ascr, lback; word = ps_seg_word(seg); ps_seg_frames(seg, &sf, &ef); post = ps_seg_prob(seg, &ascr, &lscr, &lback); E_INFO_NOFN("%-20s %-5d %-5d %-1.3f %-10d %-10d %-3d\n", word, sf, ef, logmath_exp(ps_get_logmath(ps), post), ascr, lscr, lback); } } } return rv; } char const * ps_get_hyp(ps_decoder_t *ps, int32 *out_best_score) { char const *hyp; ptmr_start(&ps->perf); hyp = ps_search_hyp(ps->search, out_best_score, NULL); ptmr_stop(&ps->perf); return hyp; } char const * ps_get_hyp_final(ps_decoder_t *ps, int32 *out_is_final) { char const *hyp; ptmr_start(&ps->perf); hyp = ps_search_hyp(ps->search, NULL, out_is_final); ptmr_stop(&ps->perf); return hyp; } int32 ps_get_prob(ps_decoder_t *ps) { int32 prob; ptmr_start(&ps->perf); prob = ps_search_prob(ps->search); ptmr_stop(&ps->perf); return prob; } ps_seg_t * ps_seg_iter(ps_decoder_t *ps, int32 *out_best_score) { ps_seg_t *itor; ptmr_start(&ps->perf); itor = ps_search_seg_iter(ps->search, out_best_score); ptmr_stop(&ps->perf); return itor; } ps_seg_t * ps_seg_next(ps_seg_t *seg) { return ps_search_seg_next(seg); } char const * ps_seg_word(ps_seg_t *seg) { return seg->word; } void ps_seg_frames(ps_seg_t *seg, int *out_sf, int *out_ef) { int uf; uf = acmod_stream_offset(seg->search->acmod); if (out_sf) *out_sf = seg->sf + uf; if (out_ef) *out_ef = seg->ef + uf; } int32 ps_seg_prob(ps_seg_t *seg, int32 *out_ascr, int32 *out_lscr, int32 *out_lback) { if (out_ascr) *out_ascr = seg->ascr; if (out_lscr) *out_lscr = seg->lscr; if (out_lback) *out_lback = seg->lback; return seg->prob; } void ps_seg_free(ps_seg_t *seg) { ps_search_seg_free(seg); } ps_lattice_t * ps_get_lattice(ps_decoder_t *ps) { return ps_search_lattice(ps->search); } ps_nbest_t * ps_nbest(ps_decoder_t *ps, int sf, int ef, char const *ctx1, char const *ctx2) { ps_lattice_t *dag; ngram_model_t *lmset; ps_astar_t *nbest; float32 lwf; int32 w1, w2; if (ps->search == NULL) return NULL; if ((dag = ps_get_lattice(ps)) == NULL) return NULL; /* FIXME: This is all quite specific to N-Gram search. Either we * should make N-best a method for each search module or it needs * to be abstracted to work for N-Gram and FSG. */ if (0 != strcmp(ps_search_type(ps->search), PS_SEARCH_TYPE_NGRAM)) { lmset = NULL; lwf = 1.0f; } else { lmset = ((ngram_search_t *)ps->search)->lmset; lwf = ((ngram_search_t *)ps->search)->bestpath_fwdtree_lw_ratio; } w1 = ctx1 ? dict_wordid(ps_search_dict(ps->search), ctx1) : -1; w2 = ctx2 ? dict_wordid(ps_search_dict(ps->search), ctx2) : -1; nbest = ps_astar_start(dag, lmset, lwf, sf, ef, w1, w2); return (ps_nbest_t *)nbest; } void ps_nbest_free(ps_nbest_t *nbest) { ps_astar_finish(nbest); } ps_nbest_t * ps_nbest_next(ps_nbest_t *nbest) { ps_latpath_t *next; next = ps_astar_next(nbest); if (next == NULL) { ps_nbest_free(nbest); return NULL; } return nbest; } char const * ps_nbest_hyp(ps_nbest_t *nbest, int32 *out_score) { assert(nbest != NULL); if (nbest->top == NULL) return NULL; if (out_score) *out_score = nbest->top->score; return ps_astar_hyp(nbest, nbest->top); } ps_seg_t * ps_nbest_seg(ps_nbest_t *nbest, int32 *out_score) { if (nbest->top == NULL) return NULL; if (out_score) *out_score = nbest->top->score; return ps_astar_seg_iter(nbest, nbest->top, 1.0); } int ps_get_n_frames(ps_decoder_t *ps) { return ps->acmod->output_frame + 1; } void ps_get_utt_time(ps_decoder_t *ps, double *out_nspeech, double *out_ncpu, double *out_nwall) { int32 frate; frate = cmd_ln_int32_r(ps->config, "-frate"); *out_nspeech = (double)ps->acmod->output_frame / frate; *out_ncpu = ps->perf.t_cpu; *out_nwall = ps->perf.t_elapsed; } void ps_get_all_time(ps_decoder_t *ps, double *out_nspeech, double *out_ncpu, double *out_nwall) { int32 frate; frate = cmd_ln_int32_r(ps->config, "-frate"); *out_nspeech = (double)ps->n_frame / frate; *out_ncpu = ps->perf.t_tot_cpu; *out_nwall = ps->perf.t_tot_elapsed; } uint8 ps_get_in_speech(ps_decoder_t *ps) { return fe_get_vad_state(ps->acmod->fe); } void ps_search_init(ps_search_t *search, ps_searchfuncs_t *vt, const char *type, const char *name, cmd_ln_t *config, acmod_t *acmod, dict_t *dict, dict2pid_t *d2p) { search->vt = vt; search->name = ckd_salloc(name); search->type = ckd_salloc(type); search->config = config; search->acmod = acmod; if (d2p) search->d2p = dict2pid_retain(d2p); else search->d2p = NULL; if (dict) { search->dict = dict_retain(dict); search->start_wid = dict_startwid(dict); search->finish_wid = dict_finishwid(dict); search->silence_wid = dict_silwid(dict); search->n_words = dict_size(dict); } else { search->dict = NULL; search->start_wid = search->finish_wid = search->silence_wid = -1; search->n_words = 0; } } void ps_search_base_free(ps_search_t *search) { /* FIXME: We will have refcounting on acmod, config, etc, at which * point we will free them here too. */ ckd_free(search->name); ckd_free(search->type); dict_free(search->dict); dict2pid_free(search->d2p); ckd_free(search->hyp_str); ps_lattice_free(search->dag); } void ps_search_base_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p) { dict_free(search->dict); dict2pid_free(search->d2p); /* FIXME: _retain() should just return NULL if passed NULL. */ if (dict) { search->dict = dict_retain(dict); search->start_wid = dict_startwid(dict); search->finish_wid = dict_finishwid(dict); search->silence_wid = dict_silwid(dict); search->n_words = dict_size(dict); } else { search->dict = NULL; search->start_wid = search->finish_wid = search->silence_wid = -1; search->n_words = 0; } if (d2p) search->d2p = dict2pid_retain(d2p); else search->d2p = NULL; } void ps_set_rawdata_size(ps_decoder_t *ps, int32 size) { acmod_set_rawdata_size(ps->acmod, size); } void ps_get_rawdata(ps_decoder_t *ps, int16 **buffer, int32 *size) { acmod_get_rawdata(ps->acmod, buffer, size); } pocketsphinx-5prealpha/src/libpocketsphinx/mdef.h0000664000175000017500000002363712504317100017464 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * mdef.h -- HMM model definition: base (CI) phones and triphones * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1999 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** */ #ifndef __MDEF_H__ #define __MDEF_H__ /* System headers. */ #include /* SphinxBase headers. */ #include #ifdef __cplusplus extern "C" { #endif /** \file mdef.h * \brief Model definition */ /** \enum word_posn_t * \brief Union of different type of word position */ typedef enum { WORD_POSN_INTERNAL = 0, /**< Internal phone of word */ WORD_POSN_BEGIN = 1, /**< Beginning phone of word */ WORD_POSN_END = 2, /**< Ending phone of word */ WORD_POSN_SINGLE = 3, /**< Single phone word (i.e. begin & end) */ WORD_POSN_UNDEFINED = 4 /**< Undefined value, used for initial conditions, etc */ } word_posn_t; #define N_WORD_POSN 4 /**< total # of word positions (excluding undefined) */ #define WPOS_NAME "ibesu" /**< Printable code for each word position above */ #define S3_SILENCE_CIPHONE "SIL" /**< Hard-coded silence CI phone name */ /** \struct ciphone_t \brief CI phone information */ typedef struct { char *name; /**< The name of the CI phone */ int32 filler; /**< Whether a filler phone; if so, can be substituted by silence phone in left or right context position */ } ciphone_t; /** * \struct phone_t * \brief Triphone information, including base phones as a subset. For the latter, lc, rc and wpos are non-existent. */ typedef struct { int32 ssid; /**< State sequence (or senone sequence) ID, considering the n_emit_state senone-ids are a unit. The senone sequences themselves are in a separate table */ int32 tmat; /**< Transition matrix id */ int16 ci, lc, rc; /**< Base, left, right context ciphones */ word_posn_t wpos; /**< Word position */ } phone_t; /** * \struct ph_rc_t * \brief Structures needed for mapping into pid. (See mdef_t.wpos_ci_lclist below.) (lc = left context; rc = right context.) * NOTE: Both ph_rc_t and ph_lc_t FOR INTERNAL USE ONLY. */ typedef struct ph_rc_s { int16 rc; /**< Specific rc for a parent */ int32 pid; /**< Triphone id for above rc instance */ struct ph_rc_s *next; /**< Next rc entry for same parent */ } ph_rc_t; /** * \struct ph_lc_t * \brief Structures for storing the left context. */ typedef struct ph_lc_s { int16 lc; /**< Specific lc for a parent */ ph_rc_t *rclist; /**< rc list for above lc instance */ struct ph_lc_s *next; /**< Next lc entry for same parent */ } ph_lc_t; /** The main model definition structure */ /** \struct mdef_t \brief strcture for storing the model definition. */ typedef struct { int32 n_ciphone; /**< number basephones actually present */ int32 n_phone; /**< number basephones + number triphones actually present */ int32 n_emit_state; /**< number emitting states per phone */ int32 n_ci_sen; /**< number CI senones; these are the first */ int32 n_sen; /**< number senones (CI+CD) */ int32 n_tmat; /**< number transition matrices */ hash_table_t *ciphone_ht; /**< Hash table for mapping ciphone strings to ids */ ciphone_t *ciphone; /**< CI-phone information for all ciphones */ phone_t *phone; /**< Information for all ciphones and triphones */ uint16 **sseq; /**< Unique state (or senone) sequences in this model, shared among all phones/triphones */ int32 n_sseq; /**< No. of unique senone sequences in this model */ int16 *cd2cisen; /**< Parent CI-senone id for each senone; the first n_ci_sen are identity mappings; the CD-senones are contiguous for each parent CI-phone */ int16 *sen2cimap; /**< Parent CI-phone for each senone (CI or CD) */ int16 sil; /**< SILENCE_CIPHONE id */ ph_lc_t ***wpos_ci_lclist; /**< wpos_ci_lclist[wpos][ci] = list of lc for . wpos_ci_lclist[wpos][ci][lc].rclist = list of rc for . Only entries for the known triphones are created to conserve space. (NOTE: FOR INTERNAL USE ONLY.) */ } mdef_t; /** Access macros; not meant for arbitrary use */ #define mdef_is_fillerphone(m,p) ((m)->ciphone[p].filler) #define mdef_n_ciphone(m) ((m)->n_ciphone) #define mdef_n_phone(m) ((m)->n_phone) #define mdef_n_sseq(m) ((m)->n_sseq) #define mdef_n_emit_state(m) ((m)->n_emit_state) #define mdef_n_sen(m) ((m)->n_sen) #define mdef_n_tmat(m) ((m)->n_tmat) #define mdef_pid2ssid(m,p) ((m)->phone[p].ssid) #define mdef_pid2tmatid(m,p) ((m)->phone[p].tmat) #define mdef_silphone(m) ((m)->sil) #define mdef_sen2cimap(m) ((m)->sen2cimap) #define mdef_sseq2sen(m,ss,pos) ((m)->sseq[ss][pos]) #define mdef_pid2ci(m,p) ((m)->phone[p].ci) #define mdef_cd2cisen(m) ((m)->cd2cisen) /** * Initialize the phone structure from the given model definition file. * It should be treated as a READ-ONLY structure. * @return pointer to the phone structure created. */ mdef_t *mdef_init (char *mdeffile, /**< In: Model definition file */ int breport /**< In: whether to report the progress or not */ ); /** Get the ciphone id given a string name @return ciphone id for the given ciphone string name */ int mdef_ciphone_id(mdef_t *m, /**< In: Model structure being queried */ char *ciphone /**< In: ciphone for which id wanted */ ); /** Get the phone string given the ci phone id. @return: READ-ONLY ciphone string name for the given ciphone id */ const char *mdef_ciphone_str(mdef_t *m, /**< In: Model structure being queried */ int ci /**< In: ciphone id for which name wanted */ ); /** Decide whether the phone is ci phone. @return 1 if given triphone argument is a ciphone, 0 if not, -1 if error */ int mdef_is_ciphone (mdef_t *m, /**< In: Model structure being queried */ int p /**< In: triphone id being queried */ ); /** Decide whether the senone is a senone for a ci phone, or a ci senone @return 1 if a given senone is a ci senone */ int mdef_is_cisenone(mdef_t *m, /**< In: Model structure being queried */ int s /**< In: senone id being queried */ ); /** Decide the phone id given the left, right and base phones. @return: phone id for the given constituents if found, else BAD_S3PID */ int mdef_phone_id (mdef_t *m, /**< In: Model structure being queried */ int b, /**< In: base ciphone id */ int l, /**< In: left context ciphone id */ int r, /**< In: right context ciphone id */ word_posn_t pos /**< In: Word position */ ); /** * Create a phone string for the given phone (base or triphone) id in the given buf. * @return 0 if successful, -1 if error. */ int mdef_phone_str(mdef_t *m, /**< In: Model structure being queried */ int pid, /**< In: phone id being queried */ char *buf /**< Out: On return, buf has the string */ ); /** * Compare the underlying HMMs for two given phones (i.e., compare the two transition * matrix IDs and the individual state(senone) IDs). * @return 0 iff the HMMs are identical, -1 otherwise. */ int mdef_hmm_cmp (mdef_t *m, /**< In: Model being queried */ int p1, /**< In: One of the two triphones being compared */ int p2 /**< In: One of the two triphones being compared */ ); /** Report the model definition's parameters */ void mdef_report(mdef_t *m /**< In: model definition structure */ ); /** RAH, For freeing memory */ void mdef_free_recursive_lc (ph_lc_t *lc /**< In: A list of left context */ ); void mdef_free_recursive_rc (ph_rc_t *rc /**< In: A list of right context */ ); /** Free an mdef_t */ void mdef_free (mdef_t *mdef /**< In : The model definition*/ ); #ifdef __cplusplus } #endif #endif pocketsphinx-5prealpha/src/libpocketsphinx/fsg_lextree.h0000664000175000017500000002301412504317100021045 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2013 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * fsg_lextree.h -- The collection of all the lextrees for the entire FSM. * */ #ifndef __S2_FSG_LEXTREE_H__ #define __S2_FSG_LEXTREE_H__ /* SphinxBase headers. */ #include #include /* Local headers. */ #include "hmm.h" #include "dict.h" #include "dict2pid.h" /* * Compile-time constant determining the size of the * bitvector fsg_pnode_t.fsg_pnode_ctxt_t.bv. (See below.) * But it makes memory allocation simpler and more efficient. * Make it smaller (2) to save memory if your phoneset has less than * 64 phones. */ #define FSG_PNODE_CTXT_BVSZ 4 typedef struct { uint32 bv[FSG_PNODE_CTXT_BVSZ]; } fsg_pnode_ctxt_t; /* * All transitions (words) out of any given FSG state represented are by a * phonetic prefix lextree (except for epsilon or null transitions; they * are not part of the lextree). Lextree leaf nodes represent individual * FSG transitions, so no sharing is allowed at the leaf nodes. The FSG * transition probs are distributed along the lextree: the prob at a node * is the max of the probs of all leaf nodes (and, hence, FSG transitions) * reachable from that node. * * To conserve memory, the underlying HMMs with state-level information are * allocated only as needed. Root and leaf nodes must also account for all * the possible phonetic contexts, with an independent HMM for each distinct * context. */ typedef struct fsg_pnode_s { /* * If this is not a leaf node, the first successor (child) node. Otherwise * the parent FSG transition for which this is the leaf node (for figuring * the FSG destination state, and word emitted by the transition). A node * may have several children. The succ ptr gives just the first; the rest * are linked via the sibling ptr below. */ union { struct fsg_pnode_s *succ; fsg_link_t *fsglink; } next; /* * For simplicity of memory management (i.e., freeing the pnodes), all * pnodes allocated for all transitions out of a state are maintained in a * linear linked list through the alloc_next pointer. */ struct fsg_pnode_s *alloc_next; /* * The next node that is also a child of the parent of this node; NULL if * none. */ struct fsg_pnode_s *sibling; /* * The transition (log) probability to be incurred upon transitioning to * this node. (Transition probabilities are really associated with the * transitions. But a lextree node has exactly one incoming transition. * Hence, the prob can be associated with the node.) * This is a logs2(prob) value, and includes the language weight. */ int32 logs2prob; /* * The root and leaf positions associated with any transition have to deal * with multiple phonetic contexts. However, different contexts may result * in the same SSID (senone-seq ID), and can share a single pnode with that * SSID. But the pnode should track the set of context CI phones that share * it. Hence the fsg_pnode_ctxt_t bit-vector set-representation. (For * simplicity of implementation, its size is a compile-time constant for * now.) Single phone words would need a 2-D array of context, but that's * too expensive. For now, they simply use SIL as right context, so only * the left context is properly modelled. * (For word-internal phones, this field is unused, of course.) */ fsg_pnode_ctxt_t ctxt; uint16 ci_ext; /* This node's CIphone as viewed externally (context) */ uint8 ppos; /* Phoneme position in pronunciation */ uint8 leaf; /* Whether this is a leaf node */ /* HMM-state-level stuff here */ hmm_context_t *ctx; hmm_t hmm; } fsg_pnode_t; /* Access macros */ #define fsg_pnode_leaf(p) ((p)->leaf) #define fsg_pnode_logs2prob(p) ((p)->logs2prob) #define fsg_pnode_succ(p) ((p)->next.succ) #define fsg_pnode_fsglink(p) ((p)->next.fsglink) #define fsg_pnode_sibling(p) ((p)->sibling) #define fsg_pnode_hmmptr(p) (&((p)->hmm)) #define fsg_pnode_ci_ext(p) ((p)->ci_ext) #define fsg_pnode_ppos(p) ((p)->ppos) #define fsg_pnode_leaf(p) ((p)->leaf) #define fsg_pnode_ctxt(p) ((p)->ctxt) #define fsg_pnode_add_ctxt(p,c) ((p)->ctxt.bv[(c)>>5] |= (1 << ((c)&0x001f))) /* * The following is macroized because its called very frequently * ::: uint32 fsg_pnode_ctxt_sub (fsg_pnode_ctxt_t *src, fsg_pnode_ctxt_t *sub); */ /* * Subtract bitvector sub from bitvector src (src updated with the result). * Return 0 if result is all 0, non-zero otherwise. */ #if (FSG_PNODE_CTXT_BVSZ == 1) #define FSG_PNODE_CTXT_SUB(src,sub) \ ((src)->bv[0] = (~((sub)->bv[0]) & (src)->bv[0])) #elif (FSG_PNODE_CTXT_BVSZ == 2) #define FSG_PNODE_CTXT_SUB(src,sub) \ (((src)->bv[0] = (~((sub)->bv[0]) & (src)->bv[0])) | \ ((src)->bv[1] = (~((sub)->bv[1]) & (src)->bv[1]))) #elif (FSG_PNODE_CTXT_BVSZ == 4) #define FSG_PNODE_CTXT_SUB(src,sub) \ (((src)->bv[0] = (~((sub)->bv[0]) & (src)->bv[0])) | \ ((src)->bv[1] = (~((sub)->bv[1]) & (src)->bv[1])) | \ ((src)->bv[2] = (~((sub)->bv[2]) & (src)->bv[2])) | \ ((src)->bv[3] = (~((sub)->bv[3]) & (src)->bv[3]))) #else #define FSG_PNODE_CTXT_SUB(src,sub) fsg_pnode_ctxt_sub_generic((src),(sub)) #endif /** * Collection of lextrees for an FSG. */ typedef struct fsg_lextree_s { fsg_model_t *fsg; /**< The fsg for which this lextree is built. */ hmm_context_t *ctx; /**< HMM context structure. */ dict_t *dict; /**< Pronunciation dictionary for this FSG. */ dict2pid_t *d2p; /**< Context-dependent phone mappings for this FSG. */ bin_mdef_t *mdef; /**< Model definition (triphone mappings). */ /* * Left and right CIphone sets for each state. * Left context CIphones for a state S: If word W transitions into S, W's * final CIphone is in S's {lc}. Words transitioning out of S must consider * these left context CIphones. * Similarly, right contexts for state S: If word W transitions out of S, * W's first CIphone is in S's {rc}. Words transitioning into S must consider * these right contexts. * * NOTE: Words may transition into and out of S INDIRECTLY, with intermediate * null transitions. * NOTE: Single-phone words are difficult; only SILENCE right context is * modelled for them. * NOTE: Non-silence filler phones aren't included in these sets. Filler * words don't use context, and present the SILENCE phone as context to * adjacent words. */ int16 **lc; /**< Left context triphone mappings for FSG. */ int16 **rc; /**< Right context triphone mappings for FSG. */ fsg_pnode_t **root; /* root[s] = lextree representing all transitions out of state s. Note that the "tree" for each state is actually a collection of trees, linked via fsg_pnode_t.sibling (root[s]->sibling) */ fsg_pnode_t **alloc_head; /* alloc_head[s] = head of linear list of all pnodes allocated for state s */ int32 n_pnode; /* #HMM nodes in search structure */ int32 wip; int32 pip; } fsg_lextree_t; /* Access macros */ #define fsg_lextree_root(lt,s) ((lt)->root[s]) #define fsg_lextree_n_pnode(lt) ((lt)->n_pnode) /** * Create, initialize, and return a new phonetic lextree for the given FSG. */ fsg_lextree_t *fsg_lextree_init(fsg_model_t *fsg, dict_t *dict, dict2pid_t *d2p, bin_mdef_t *mdef, hmm_context_t *ctx, int32 wip, int32 pip); /** * Free lextrees for an FSG. */ void fsg_lextree_free(fsg_lextree_t *fsg); /** * Print an FSG lextree to a file for debugging. */ void fsg_lextree_dump(fsg_lextree_t *fsg, FILE *fh); /** * Mark the given pnode as inactive (for search). */ void fsg_psubtree_pnode_deactivate(fsg_pnode_t *pnode); /** * Set all flags on in the given context bitvector. */ void fsg_pnode_add_all_ctxt(fsg_pnode_ctxt_t *ctxt); /** * Generic variant for arbitrary size */ uint32 fsg_pnode_ctxt_sub_generic(fsg_pnode_ctxt_t *src, fsg_pnode_ctxt_t *sub); #endif pocketsphinx-5prealpha/src/libpocketsphinx/hmm.c0000664000175000017500000005630512504317100017323 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file hmm.h Implementation of HMM base structure. */ /* System headers. */ #include #include #include #include /* SphinxBase headers. */ #include #include /* Local headers. */ #include "hmm.h" hmm_context_t * hmm_context_init(int32 n_emit_state, uint8 ** const *tp, int16 const *senscore, uint16 * const *sseq) { hmm_context_t *ctx; assert(n_emit_state > 0); if (n_emit_state > HMM_MAX_NSTATE) { E_ERROR("Number of emitting states must be <= %d\n", HMM_MAX_NSTATE); return NULL; } ctx = ckd_calloc(1, sizeof(*ctx)); ctx->n_emit_state = n_emit_state; ctx->tp = tp; ctx->senscore = senscore; ctx->sseq = sseq; ctx->st_sen_scr = ckd_calloc(n_emit_state, sizeof(*ctx->st_sen_scr)); return ctx; } void hmm_context_free(hmm_context_t *ctx) { if (ctx == NULL) return; ckd_free(ctx->st_sen_scr); ckd_free(ctx); } void hmm_init(hmm_context_t *ctx, hmm_t *hmm, int mpx, int ssid, int tmatid) { hmm->ctx = ctx; hmm->mpx = mpx; hmm->n_emit_state = ctx->n_emit_state; if (mpx) { int i; hmm->ssid = BAD_SSID; hmm->senid[0] = ssid; for (i = 1; i < hmm_n_emit_state(hmm); ++i) { hmm->senid[i] = BAD_SSID; } } else { hmm->ssid = ssid; memcpy(hmm->senid, ctx->sseq[ssid], hmm->n_emit_state * sizeof(*hmm->senid)); } hmm->tmatid = tmatid; hmm_clear(hmm); } void hmm_deinit(hmm_t *hmm) { } void hmm_dump(hmm_t * hmm, FILE * fp) { int32 i; if (hmm_is_mpx(hmm)) { fprintf(fp, "MPX "); for (i = 0; i < hmm_n_emit_state(hmm); i++) fprintf(fp, " %11d", hmm_senid(hmm, i)); fprintf(fp, " ( "); for (i = 0; i < hmm_n_emit_state(hmm); i++) fprintf(fp, "%d ", hmm_ssid(hmm, i)); fprintf(fp, ")\n"); } else { fprintf(fp, "SSID "); for (i = 0; i < hmm_n_emit_state(hmm); i++) fprintf(fp, " %11d", hmm_senid(hmm, i)); fprintf(fp, " (%d)\n", hmm_ssid(hmm, 0)); } if (hmm->ctx->senscore) { fprintf(fp, "SENSCR"); for (i = 0; i < hmm_n_emit_state(hmm); i++) fprintf(fp, " %11d", hmm_senscr(hmm, i)); fprintf(fp, "\n"); } fprintf(fp, "SCORES %11d", hmm_in_score(hmm)); for (i = 1; i < hmm_n_emit_state(hmm); i++) fprintf(fp, " %11d", hmm_score(hmm, i)); fprintf(fp, " %11d", hmm_out_score(hmm)); fprintf(fp, "\n"); fprintf(fp, "HISTID %11d", hmm_in_history(hmm)); for (i = 1; i < hmm_n_emit_state(hmm); i++) fprintf(fp, " %11d", hmm_history(hmm, i)); fprintf(fp, " %11d", hmm_out_history(hmm)); fprintf(fp, "\n"); if (hmm_in_score(hmm) > 0) fprintf(fp, "ALERT!! The input score %d is large than 0. Probably wrap around.\n", hmm_in_score(hmm)); if (hmm_out_score(hmm) > 0) fprintf(fp, "ALERT!! The output score %d is large than 0. Probably wrap around\n.", hmm_out_score(hmm)); fflush(fp); } void hmm_clear_scores(hmm_t * h) { int32 i; hmm_in_score(h) = WORST_SCORE; for (i = 1; i < hmm_n_emit_state(h); i++) hmm_score(h, i) = WORST_SCORE; hmm_out_score(h) = WORST_SCORE; h->bestscore = WORST_SCORE; } void hmm_clear(hmm_t * h) { int32 i; hmm_in_score(h) = WORST_SCORE; hmm_in_history(h) = -1; for (i = 1; i < hmm_n_emit_state(h); i++) { hmm_score(h, i) = WORST_SCORE; hmm_history(h, i) = -1; } hmm_out_score(h) = WORST_SCORE; hmm_out_history(h) = -1; h->bestscore = WORST_SCORE; h->frame = -1; } void hmm_enter(hmm_t *h, int32 score, int32 histid, int frame) { hmm_in_score(h) = score; hmm_in_history(h) = histid; hmm_frame(h) = frame; } void hmm_normalize(hmm_t *h, int32 bestscr) { int32 i; for (i = 0; i < hmm_n_emit_state(h); i++) { if (hmm_score(h, i) BETTER_THAN WORST_SCORE) hmm_score(h, i) -= bestscr; } if (hmm_out_score(h) BETTER_THAN WORST_SCORE) hmm_out_score(h) -= bestscr; } #define hmm_tprob_5st(i, j) (-tp[(i)*6+(j)]) #define nonmpx_senscr(i) (-senscore[sseq[i]]) static int32 hmm_vit_eval_5st_lr(hmm_t * hmm) { int16 const *senscore = hmm->ctx->senscore; uint8 const *tp = hmm->ctx->tp[hmm->tmatid][0]; uint16 const *sseq = hmm->senid; int32 s5, s4, s3, s2, s1, s0, t2, t1, t0, bestScore; /* It was the best of scores, it was the worst of scores. */ bestScore = WORST_SCORE; /* Cache problem here! */ s4 = hmm_score(hmm, 4) + nonmpx_senscr(4); s3 = hmm_score(hmm, 3) + nonmpx_senscr(3); /* Transitions into non-emitting state 5 */ if (s3 BETTER_THAN WORST_SCORE) { t1 = s4 + hmm_tprob_5st(4, 5); t2 = s3 + hmm_tprob_5st(3, 5); if (t1 BETTER_THAN t2) { s5 = t1; hmm_out_history(hmm) = hmm_history(hmm, 4); } else { s5 = t2; hmm_out_history(hmm) = hmm_history(hmm, 3); } if (s5 WORSE_THAN WORST_SCORE) s5 = WORST_SCORE; hmm_out_score(hmm) = s5; bestScore = s5; } s2 = hmm_score(hmm, 2) + nonmpx_senscr(2); /* All transitions into state 4 */ if (s2 BETTER_THAN WORST_SCORE) { t0 = s4 + hmm_tprob_5st(4, 4); t1 = s3 + hmm_tprob_5st(3, 4); t2 = s2 + hmm_tprob_5st(2, 4); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s4 = t2; hmm_history(hmm, 4) = hmm_history(hmm, 2); } else s4 = t0; } else { if (t2 BETTER_THAN t1) { s4 = t2; hmm_history(hmm, 4) = hmm_history(hmm, 2); } else { s4 = t1; hmm_history(hmm, 4) = hmm_history(hmm, 3); } } if (s4 WORSE_THAN WORST_SCORE) s4 = WORST_SCORE; if (s4 BETTER_THAN bestScore) bestScore = s4; hmm_score(hmm, 4) = s4; } s1 = hmm_score(hmm, 1) + nonmpx_senscr(1); /* All transitions into state 3 */ if (s1 BETTER_THAN WORST_SCORE) { t0 = s3 + hmm_tprob_5st(3, 3); t1 = s2 + hmm_tprob_5st(2, 3); t2 = s1 + hmm_tprob_5st(1, 3); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s3 = t2; hmm_history(hmm, 3) = hmm_history(hmm, 1); } else s3 = t0; } else { if (t2 BETTER_THAN t1) { s3 = t2; hmm_history(hmm, 3) = hmm_history(hmm, 1); } else { s3 = t1; hmm_history(hmm, 3) = hmm_history(hmm, 2); } } if (s3 WORSE_THAN WORST_SCORE) s3 = WORST_SCORE; if (s3 BETTER_THAN bestScore) bestScore = s3; hmm_score(hmm, 3) = s3; } s0 = hmm_in_score(hmm) + nonmpx_senscr(0); /* All transitions into state 2 (state 0 is always active) */ t0 = s2 + hmm_tprob_5st(2, 2); t1 = s1 + hmm_tprob_5st(1, 2); t2 = s0 + hmm_tprob_5st(0, 2); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); } else s2 = t0; } else { if (t2 BETTER_THAN t1) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); } else { s2 = t1; hmm_history(hmm, 2) = hmm_history(hmm, 1); } } if (s2 WORSE_THAN WORST_SCORE) s2 = WORST_SCORE; if (s2 BETTER_THAN bestScore) bestScore = s2; hmm_score(hmm, 2) = s2; /* All transitions into state 1 */ t0 = s1 + hmm_tprob_5st(1, 1); t1 = s0 + hmm_tprob_5st(0, 1); if (t0 BETTER_THAN t1) { s1 = t0; } else { s1 = t1; hmm_history(hmm, 1) = hmm_in_history(hmm); } if (s1 WORSE_THAN WORST_SCORE) s1 = WORST_SCORE; if (s1 BETTER_THAN bestScore) bestScore = s1; hmm_score(hmm, 1) = s1; /* All transitions into state 0 */ s0 = s0 + hmm_tprob_5st(0, 0); if (s0 WORSE_THAN WORST_SCORE) s0 = WORST_SCORE; if (s0 BETTER_THAN bestScore) bestScore = s0; hmm_in_score(hmm) = s0; hmm_bestscore(hmm) = bestScore; return bestScore; } #define mpx_senid(st) sseq[ssid[st]][st] #define mpx_senscr(st) (-senscore[mpx_senid(st)]) static int32 hmm_vit_eval_5st_lr_mpx(hmm_t * hmm) { uint8 const *tp = hmm->ctx->tp[hmm->tmatid][0]; int16 const *senscore = hmm->ctx->senscore; uint16 * const *sseq = hmm->ctx->sseq; uint16 *ssid = hmm->senid; int32 bestScore; int32 s5, s4, s3, s2, s1, s0, t2, t1, t0; /* Don't propagate WORST_SCORE */ if (ssid[4] == BAD_SSID) s4 = t1 = WORST_SCORE; else { s4 = hmm_score(hmm, 4) + mpx_senscr(4); t1 = s4 + hmm_tprob_5st(4, 5); } if (ssid[3] == BAD_SSID) s3 = t2 = WORST_SCORE; else { s3 = hmm_score(hmm, 3) + mpx_senscr(3); t2 = s3 + hmm_tprob_5st(3, 5); } if (t1 BETTER_THAN t2) { s5 = t1; hmm_out_history(hmm) = hmm_history(hmm, 4); } else { s5 = t2; hmm_out_history(hmm) = hmm_history(hmm, 3); } if (s5 WORSE_THAN WORST_SCORE) s5 = WORST_SCORE; hmm_out_score(hmm) = s5; bestScore = s5; /* Don't propagate WORST_SCORE */ if (ssid[2] == BAD_SSID) s2 = t2 = WORST_SCORE; else { s2 = hmm_score(hmm, 2) + mpx_senscr(2); t2 = s2 + hmm_tprob_5st(2, 4); } t0 = t1 = WORST_SCORE; if (s4 != WORST_SCORE) t0 = s4 + hmm_tprob_5st(4, 4); if (s3 != WORST_SCORE) t1 = s3 + hmm_tprob_5st(3, 4); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s4 = t2; hmm_history(hmm, 4) = hmm_history(hmm, 2); ssid[4] = ssid[2]; } else s4 = t0; } else { if (t2 BETTER_THAN t1) { s4 = t2; hmm_history(hmm, 4) = hmm_history(hmm, 2); ssid[4] = ssid[2]; } else { s4 = t1; hmm_history(hmm, 4) = hmm_history(hmm, 3); ssid[4] = ssid[3]; } } if (s4 WORSE_THAN WORST_SCORE) s4 = WORST_SCORE; if (s4 BETTER_THAN bestScore) bestScore = s4; hmm_score(hmm, 4) = s4; /* Don't propagate WORST_SCORE */ if (ssid[1] == BAD_SSID) s1 = t2 = WORST_SCORE; else { s1 = hmm_score(hmm, 1) + mpx_senscr(1); t2 = s1 + hmm_tprob_5st(1, 3); } t0 = t1 = WORST_SCORE; if (s3 != WORST_SCORE) t0 = s3 + hmm_tprob_5st(3, 3); if (s2 != WORST_SCORE) t1 = s2 + hmm_tprob_5st(2, 3); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s3 = t2; hmm_history(hmm, 3) = hmm_history(hmm, 1); ssid[3] = ssid[1]; } else s3 = t0; } else { if (t2 BETTER_THAN t1) { s3 = t2; hmm_history(hmm, 3) = hmm_history(hmm, 1); ssid[3] = ssid[1]; } else { s3 = t1; hmm_history(hmm, 3) = hmm_history(hmm, 2); ssid[3] = ssid[2]; } } if (s3 WORSE_THAN WORST_SCORE) s3 = WORST_SCORE; if (s3 BETTER_THAN bestScore) bestScore = s3; hmm_score(hmm, 3) = s3; /* State 0 is always active */ s0 = hmm_in_score(hmm) + mpx_senscr(0); /* Don't propagate WORST_SCORE */ t0 = t1 = WORST_SCORE; if (s2 != WORST_SCORE) t0 = s2 + hmm_tprob_5st(2, 2); if (s1 != WORST_SCORE) t1 = s1 + hmm_tprob_5st(1, 2); t2 = s0 + hmm_tprob_5st(0, 2); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); ssid[2] = ssid[0]; } else s2 = t0; } else { if (t2 BETTER_THAN t1) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); ssid[2] = ssid[0]; } else { s2 = t1; hmm_history(hmm, 2) = hmm_history(hmm, 1); ssid[2] = ssid[1]; } } if (s2 WORSE_THAN WORST_SCORE) s2 = WORST_SCORE; if (s2 BETTER_THAN bestScore) bestScore = s2; hmm_score(hmm, 2) = s2; /* Don't propagate WORST_SCORE */ t0 = WORST_SCORE; if (s1 != WORST_SCORE) t0 = s1 + hmm_tprob_5st(1, 1); t1 = s0 + hmm_tprob_5st(0, 1); if (t0 BETTER_THAN t1) { s1 = t0; } else { s1 = t1; hmm_history(hmm, 1) = hmm_in_history(hmm); ssid[1] = ssid[0]; } if (s1 WORSE_THAN WORST_SCORE) s1 = WORST_SCORE; if (s1 BETTER_THAN bestScore) bestScore = s1; hmm_score(hmm, 1) = s1; s0 += hmm_tprob_5st(0, 0); if (s0 WORSE_THAN WORST_SCORE) s0 = WORST_SCORE; if (s0 BETTER_THAN bestScore) bestScore = s0; hmm_in_score(hmm) = s0; hmm_bestscore(hmm) = bestScore; return bestScore; } #define hmm_tprob_3st(i, j) (-tp[(i)*4+(j)]) static int32 hmm_vit_eval_3st_lr(hmm_t * hmm) { int16 const *senscore = hmm->ctx->senscore; uint8 const *tp = hmm->ctx->tp[hmm->tmatid][0]; uint16 const *sseq = hmm->senid; int32 s3, s2, s1, s0, t2, t1, t0, bestScore; s2 = hmm_score(hmm, 2) + nonmpx_senscr(2); s1 = hmm_score(hmm, 1) + nonmpx_senscr(1); s0 = hmm_in_score(hmm) + nonmpx_senscr(0); /* It was the best of scores, it was the worst of scores. */ bestScore = WORST_SCORE; t2 = INT_MIN; /* Not used unless skipstate is true */ /* Transitions into non-emitting state 3 */ if (s1 BETTER_THAN WORST_SCORE) { t1 = s2 + hmm_tprob_3st(2, 3); if (hmm_tprob_3st(1,3) BETTER_THAN TMAT_WORST_SCORE) t2 = s1 + hmm_tprob_3st(1, 3); if (t1 BETTER_THAN t2) { s3 = t1; hmm_out_history(hmm) = hmm_history(hmm, 2); } else { s3 = t2; hmm_out_history(hmm) = hmm_history(hmm, 1); } if (s3 WORSE_THAN WORST_SCORE) s3 = WORST_SCORE; hmm_out_score(hmm) = s3; bestScore = s3; } /* All transitions into state 2 (state 0 is always active) */ t0 = s2 + hmm_tprob_3st(2, 2); t1 = s1 + hmm_tprob_3st(1, 2); if (hmm_tprob_3st(0, 2) BETTER_THAN TMAT_WORST_SCORE) t2 = s0 + hmm_tprob_3st(0, 2); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); } else s2 = t0; } else { if (t2 BETTER_THAN t1) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); } else { s2 = t1; hmm_history(hmm, 2) = hmm_history(hmm, 1); } } if (s2 WORSE_THAN WORST_SCORE) s2 = WORST_SCORE; if (s2 BETTER_THAN bestScore) bestScore = s2; hmm_score(hmm, 2) = s2; /* All transitions into state 1 */ t0 = s1 + hmm_tprob_3st(1, 1); t1 = s0 + hmm_tprob_3st(0, 1); if (t0 BETTER_THAN t1) { s1 = t0; } else { s1 = t1; hmm_history(hmm, 1) = hmm_in_history(hmm); } if (s1 WORSE_THAN WORST_SCORE) s1 = WORST_SCORE; if (s1 BETTER_THAN bestScore) bestScore = s1; hmm_score(hmm, 1) = s1; /* All transitions into state 0 */ s0 = s0 + hmm_tprob_3st(0, 0); if (s0 WORSE_THAN WORST_SCORE) s0 = WORST_SCORE; if (s0 BETTER_THAN bestScore) bestScore = s0; hmm_in_score(hmm) = s0; hmm_bestscore(hmm) = bestScore; return bestScore; } static int32 hmm_vit_eval_3st_lr_mpx(hmm_t * hmm) { uint8 const *tp = hmm->ctx->tp[hmm->tmatid][0]; int16 const *senscore = hmm->ctx->senscore; uint16 * const *sseq = hmm->ctx->sseq; uint16 *ssid = hmm->senid; int32 bestScore; int32 s3, s2, s1, s0, t2, t1, t0; /* Don't propagate WORST_SCORE */ t2 = INT_MIN; /* Not used unless skipstate is true */ if (ssid[2] == BAD_SSID) s2 = t1 = WORST_SCORE; else { s2 = hmm_score(hmm, 2) + mpx_senscr(2); t1 = s2 + hmm_tprob_3st(2, 3); } if (ssid[1] == BAD_SSID) s1 = t2 = WORST_SCORE; else { s1 = hmm_score(hmm, 1) + mpx_senscr(1); if (hmm_tprob_3st(1,3) BETTER_THAN TMAT_WORST_SCORE) t2 = s1 + hmm_tprob_3st(1, 3); } if (t1 BETTER_THAN t2) { s3 = t1; hmm_out_history(hmm) = hmm_history(hmm, 2); } else { s3 = t2; hmm_out_history(hmm) = hmm_history(hmm, 1); } if (s3 WORSE_THAN WORST_SCORE) s3 = WORST_SCORE; hmm_out_score(hmm) = s3; bestScore = s3; /* State 0 is always active */ s0 = hmm_in_score(hmm) + mpx_senscr(0); /* Don't propagate WORST_SCORE */ t0 = t1 = WORST_SCORE; if (s2 != WORST_SCORE) t0 = s2 + hmm_tprob_3st(2, 2); if (s1 != WORST_SCORE) t1 = s1 + hmm_tprob_3st(1, 2); if (hmm_tprob_3st(0,2) BETTER_THAN TMAT_WORST_SCORE) t2 = s0 + hmm_tprob_3st(0, 2); if (t0 BETTER_THAN t1) { if (t2 BETTER_THAN t0) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); ssid[2] = ssid[0]; } else s2 = t0; } else { if (t2 BETTER_THAN t1) { s2 = t2; hmm_history(hmm, 2) = hmm_in_history(hmm); ssid[2] = ssid[0]; } else { s2 = t1; hmm_history(hmm, 2) = hmm_history(hmm, 1); ssid[2] = ssid[1]; } } if (s2 WORSE_THAN WORST_SCORE) s2 = WORST_SCORE; if (s2 BETTER_THAN bestScore) bestScore = s2; hmm_score(hmm, 2) = s2; /* Don't propagate WORST_SCORE */ t0 = WORST_SCORE; if (s1 != WORST_SCORE) t0 = s1 + hmm_tprob_3st(1, 1); t1 = s0 + hmm_tprob_3st(0, 1); if (t0 BETTER_THAN t1) { s1 = t0; } else { s1 = t1; hmm_history(hmm, 1) = hmm_in_history(hmm); ssid[1] = ssid[0]; } if (s1 WORSE_THAN WORST_SCORE) s1 = WORST_SCORE; if (s1 BETTER_THAN bestScore) bestScore = s1; hmm_score(hmm, 1) = s1; /* State 0 is always active */ s0 += hmm_tprob_3st(0, 0); if (s0 WORSE_THAN WORST_SCORE) s0 = WORST_SCORE; if (s0 BETTER_THAN bestScore) bestScore = s0; hmm_in_score(hmm) = s0; hmm_bestscore(hmm) = bestScore; return bestScore; } static int32 hmm_vit_eval_anytopo(hmm_t * hmm) { hmm_context_t *ctx = hmm->ctx; int32 to, from, bestfrom; int32 newscr, scr, bestscr; int final_state; /* Compute previous state-score + observation output prob for each emitting state */ ctx->st_sen_scr[0] = hmm_in_score(hmm) + hmm_senscr(hmm, 0); for (from = 1; from < hmm_n_emit_state(hmm); ++from) { if ((ctx->st_sen_scr[from] = hmm_score(hmm, from) + hmm_senscr(hmm, from)) WORSE_THAN WORST_SCORE) ctx->st_sen_scr[from] = WORST_SCORE; } /* FIXME/TODO: Use the BLAS for all this. */ /* Evaluate final-state first, which does not have a self-transition */ final_state = hmm_n_emit_state(hmm); to = final_state; scr = WORST_SCORE; bestfrom = -1; for (from = to - 1; from >= 0; --from) { if ((hmm_tprob(hmm, from, to) BETTER_THAN TMAT_WORST_SCORE) && ((newscr = ctx->st_sen_scr[from] + hmm_tprob(hmm, from, to)) BETTER_THAN scr)) { scr = newscr; bestfrom = from; } } hmm_out_score(hmm) = scr; if (bestfrom >= 0) hmm_out_history(hmm) = hmm_history(hmm, bestfrom); bestscr = scr; /* Evaluate all other states, which might have self-transitions */ for (to = final_state - 1; to >= 0; --to) { /* Score from self-transition, if any */ scr = (hmm_tprob(hmm, to, to) BETTER_THAN TMAT_WORST_SCORE) ? ctx->st_sen_scr[to] + hmm_tprob(hmm, to, to) : WORST_SCORE; /* Scores from transitions from other states */ bestfrom = -1; for (from = to - 1; from >= 0; --from) { if ((hmm_tprob(hmm, from, to) BETTER_THAN TMAT_WORST_SCORE) && ((newscr = ctx->st_sen_scr[from] + hmm_tprob(hmm, from, to)) BETTER_THAN scr)) { scr = newscr; bestfrom = from; } } /* Update new result for state to */ if (to == 0) { hmm_in_score(hmm) = scr; if (bestfrom >= 0) hmm_in_history(hmm) = hmm_history(hmm, bestfrom); } else { hmm_score(hmm, to) = scr; if (bestfrom >= 0) hmm_history(hmm, to) = hmm_history(hmm, bestfrom); } /* Propagate ssid for multiplex HMMs */ if (bestfrom >= 0 && hmm_is_mpx(hmm)) hmm->senid[to] = hmm->senid[bestfrom]; if (bestscr WORSE_THAN scr) bestscr = scr; } hmm_bestscore(hmm) = bestscr; return bestscr; } int32 hmm_vit_eval(hmm_t * hmm) { if (hmm_is_mpx(hmm)) { if (hmm_n_emit_state(hmm) == 5) return hmm_vit_eval_5st_lr_mpx(hmm); else if (hmm_n_emit_state(hmm) == 3) return hmm_vit_eval_3st_lr_mpx(hmm); else return hmm_vit_eval_anytopo(hmm); } else { if (hmm_n_emit_state(hmm) == 5) return hmm_vit_eval_5st_lr(hmm); else if (hmm_n_emit_state(hmm) == 3) return hmm_vit_eval_3st_lr(hmm); else return hmm_vit_eval_anytopo(hmm); } } int32 hmm_dump_vit_eval(hmm_t * hmm, FILE * fp) { int32 bs = 0; if (fp) { fprintf(fp, "BEFORE:\n"); hmm_dump(hmm, fp); } bs = hmm_vit_eval(hmm); if (fp) { fprintf(fp, "AFTER:\n"); hmm_dump(hmm, fp); } return bs; } pocketsphinx-5prealpha/src/libpocketsphinx/phone_loop_search.h0000664000175000017500000001023612504317100022227 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file phone_loop_search.h Fast and rough context-independent * phoneme loop search. * * This exists for the purposes of phoneme lookahead, and thus it * actually does not do phoneme recognition (it wouldn't be very * accurate anyway). */ #ifndef __PHONE_LOOP_SEARCH_H__ #define __PHONE_LOOP_SEARCH_H__ /* SphinxBase headers. */ #include #include #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "hmm.h" /** * Renormalization event. */ struct phone_loop_renorm_s { int frame_idx; /**< Frame of renormalization. */ int32 norm; /**< Normalization constant. */ }; typedef struct phone_loop_renorm_s phone_loop_renorm_t; /** * Phone loop search structure. */ struct phone_loop_search_s { ps_search_t base; /**< Base search structure. */ hmm_t *hmms; /**< Basic HMM structures for CI phones. */ hmm_context_t *hmmctx; /**< HMM context structure. */ int16 frame; /**< Current frame being searched. */ int16 n_phones; /**< Size of phone array. */ int32 **pen_buf; /**< Penalty buffer */ int16 pen_buf_ptr; /**< Pointer for frame to fill in penalty buffer */ int32 *penalties; /**< Penalties for CI phones in current frame */ float64 penalty_weight; /**< Weighting factor for penalties */ int32 best_score; /**< Best Viterbi score in current frame. */ int32 beam; /**< HMM pruning beam width. */ int32 pbeam; /**< Phone exit pruning beam width. */ int32 pip; /**< Phone insertion penalty ("language score"). */ int window; /**< Window size for phoneme lookahead */ glist_t renorm; /**< List of renormalizations. */ }; typedef struct phone_loop_search_s phone_loop_search_t; ps_search_t *phone_loop_search_init(cmd_ln_t *config, acmod_t *acmod, dict_t *dict); /** * Return lookahead heuristic score for a specific phone. */ #define phone_loop_search_score(pls,ci) \ ((pls == NULL) ? 0 : (pls->penalties[ci])) #endif /* __PHONE_LOOP_SEARCH_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/vector.c0000664000175000017500000001015712504317100020037 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * vector.c * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1997 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * * 22-Nov-2004 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University * Imported from s3.2, for supporting s3 format continuous * acoustic models. * * 10-Mar-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added vector_accum(), vector_vqlabel(), and vector_vqgen(). * * 09-Mar-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added vector_is_zero(), vector_cmp(), and vector_dist_eucl(). * Changed the name vector_dist_eval to vector_dist_maha. * * 07-Oct-98 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added distance computation related functions. * * 12-Nov-95 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Copied from Eric Thayer. */ /* System headers. */ #include #include #include #include #include /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "vector.h" #if defined(_WIN32) #define srandom srand #define random rand #endif float64 vector_sum_norm(float32 * vec, int32 len) { float64 sum, f; int32 i; sum = 0.0; for (i = 0; i < len; i++) sum += vec[i]; if (sum != 0.0) { f = 1.0 / sum; for (i = 0; i < len; i++) vec[i] *= f; } return sum; } void vector_floor(float32 * vec, int32 len, float64 flr) { int32 i; for (i = 0; i < len; i++) if (vec[i] < flr) vec[i] = (float32) flr; } void vector_nz_floor(float32 * vec, int32 len, float64 flr) { int32 i; for (i = 0; i < len; i++) if ((vec[i] != 0.0) && (vec[i] < flr)) vec[i] = (float32) flr; } void vector_print(FILE * fp, vector_t v, int32 dim) { int32 i; for (i = 0; i < dim; i++) fprintf(fp, " %11.4e", v[i]); fprintf(fp, "\n"); fflush(fp); } int32 vector_is_zero(float32 * vec, int32 len) { int32 i; for (i = 0; (i < len) && (vec[i] == 0.0); i++); return (i == len); /* TRUE iff all mean values are 0.0 */ } pocketsphinx-5prealpha/src/libpocketsphinx/tmat.h0000664000175000017500000001267512504317100017516 00000000000000/* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * tmat.h * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1997 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * $Log: tmat.h,v $ * Revision 1.1.1.1 2006/05/23 18:45:03 dhuggins * re-importation * * Revision 1.1 2005/09/29 21:51:19 dhuggins * Add support for Sphinx3 tmat files. Amazingly enough, it Just Works * (but it isn't terribly robust) * * Revision 1.9 2005/06/21 19:23:35 arthchan2003 * 1, Fixed doxygen documentation. 2, Added $ keyword. * * Revision 1.6 2005/06/13 04:02:56 archan * Fixed most doxygen-style documentation under libs3decoder. * * Revision 1.5 2005/05/03 04:09:09 archan * Implemented the heart of word copy search. For every ci-phone, every word end, a tree will be allocated to preserve its pathscore. This is different from 3.5 or below, only the best score for a particular ci-phone, regardless of the word-ends will be preserved at every frame. The graph propagation will not collect unused word tree at this point. srch_WST_propagate_wd_lv2 is also as the most stupid in the century. But well, after all, everything needs a start. I will then really get the results from the search and see how it looks. * * Revision 1.4 2005/04/21 23:50:26 archan * Some more refactoring on the how reporting of structures inside kbcore_t is done, it is now 50% nice. Also added class-based LM test case into test-decode.sh.in. At this moment, everything in search mode 5 is already done. It is time to test the idea whether the search can really be used. * * Revision 1.3 2005/03/30 01:22:47 archan * Fixed mistakes in last updates. Add * * * 20.Apr.2001 RAH (rhoughton@mediasite.com, ricky.houghton@cs.cmu.edu) * Added tmat_free to free allocated memory * * 29-Feb-2000 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added tmat_chk_1skip(), and made tmat_chk_uppertri() public. * * 10-Dec-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added tmat_dump(). * * 11-Mar-97 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Started based on original S3 implementation. */ #ifndef _S3_TMAT_H_ #define _S3_TMAT_H_ /* System headers. */ #include /* SphinxBase headers. */ #include /** \file tmat.h * \brief Transition matrix data structure. */ #ifdef __cplusplus extern "C" { #endif /** * \struct tmat_t * \brief Transition matrix data structure. All phone HMMs are assumed to have the same * topology. */ typedef struct { uint8 ***tp; /**< The transition matrices; kept in the same scale as acoustic scores; tp[tmatid][from-state][to-state] */ int16 n_tmat; /**< Number matrices */ int16 n_state; /**< Number source states in matrix (only the emitting states); Number destination states = n_state+1, it includes the exit state */ } tmat_t; /** Initialize transition matrix */ tmat_t *tmat_init (char const *tmatfile,/**< In: input file */ logmath_t *lmath, /**< In: log math parameters */ float64 tpfloor, /**< In: floor value for each non-zero transition probability */ int32 breport /**< In: whether reporting the process of tmat_t */ ); /** Dumping the transition matrix for debugging */ void tmat_dump (tmat_t *tmat, /**< In: transition matrix */ FILE *fp /**< In: file pointer */ ); /** * RAH, add code to remove memory allocated by tmat_init */ void tmat_free (tmat_t *t /**< In: transition matrix */ ); /** * Report the detail of the transition matrix structure. */ void tmat_report(tmat_t *t /**< In: transition matrix*/ ); #ifdef __cplusplus } #endif #endif pocketsphinx-5prealpha/src/libpocketsphinx/ps_mllr.c0000664000175000017500000001262712504317100020211 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2009 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_mllr.c Model-space linear transforms for speaker adaptation */ /* System headers. */ #include /* SphinxBase headers. */ #include /* Local headers. */ #include "acmod.h" ps_mllr_t * ps_mllr_read(char const *regmatfile) { ps_mllr_t *mllr; FILE *fp; int n, i, m, j, k; mllr = ckd_calloc(1, sizeof(*mllr)); mllr->refcnt = 1; if ((fp = fopen(regmatfile, "r")) == NULL) { E_ERROR_SYSTEM("Failed to open MLLR file '%s' for reading", regmatfile); goto error_out; } else E_INFO("Reading MLLR transformation file '%s'\n", regmatfile); if ((fscanf(fp, "%d", &n) != 1) || (n < 1)) { E_ERROR("Failed to read number of MLLR classes\n"); goto error_out; } mllr->n_class = n; if ((fscanf(fp, "%d", &n) != 1)) { E_ERROR("Failed to read number of feature streams\n"); goto error_out; } mllr->n_feat = n; mllr->veclen = ckd_calloc(mllr->n_feat, sizeof(*mllr->veclen)); mllr->A = (float32 ****) ckd_calloc(mllr->n_feat, sizeof(float32 **)); mllr->b = (float32 ***) ckd_calloc(mllr->n_feat, sizeof(float32 *)); mllr->h = (float32 ***) ckd_calloc(mllr->n_feat, sizeof(float32 *)); for (i = 0; i < mllr->n_feat; ++i) { if (fscanf(fp, "%d", &n) != 1) { E_ERROR("Failed to read stream length for feature %d\n", i); goto error_out; } mllr->veclen[i] = n; mllr->A[i] = (float32 ***) ckd_calloc_3d(mllr->n_class, mllr->veclen[i], mllr->veclen[i], sizeof(float32)); mllr->b[i] = (float32 **) ckd_calloc_2d(mllr->n_class, mllr->veclen[i], sizeof(float32)); mllr->h[i] = (float32 **) ckd_calloc_2d(mllr->n_class, mllr->veclen[i], sizeof(float32)); for (m = 0; m < mllr->n_class; ++m) { for (j = 0; j < mllr->veclen[i]; ++j) { for (k = 0; k < mllr->veclen[i]; ++k) { if (fscanf(fp, "%f ", &mllr->A[i][m][j][k]) != 1) { E_ERROR("Failed reading MLLR rotation (%d,%d,%d,%d)\n", i, m, j, k); goto error_out; } } } for (j = 0; j < mllr->veclen[i]; ++j) { if (fscanf(fp, "%f ", &mllr->b[i][m][j]) != 1) { E_ERROR("Failed reading MLLR bias (%d,%d,%d)\n", i, m, j); goto error_out; } } for (j = 0; j < mllr->veclen[i]; ++j) { if (fscanf(fp, "%f ", &mllr->h[i][m][j]) != 1) { E_ERROR("Failed reading MLLR variance scale (%d,%d,%d)\n", i, m, j); goto error_out; } } } } fclose(fp); return mllr; error_out: if (fp) fclose(fp); ps_mllr_free(mllr); return NULL; } ps_mllr_t * ps_mllr_retain(ps_mllr_t *mllr) { ++mllr->refcnt; return mllr; } int ps_mllr_free(ps_mllr_t *mllr) { int i; if (mllr == NULL) return 0; if (--mllr->refcnt > 0) return mllr->refcnt; for (i = 0; i < mllr->n_feat; ++i) { if (mllr->A) ckd_free_3d(mllr->A[i]); if (mllr->b) ckd_free_2d(mllr->b[i]); if (mllr->h) ckd_free_2d(mllr->h[i]); } ckd_free(mllr->veclen); ckd_free(mllr->A); ckd_free(mllr->b); ckd_free(mllr->h); ckd_free(mllr); return 0; } pocketsphinx-5prealpha/src/libpocketsphinx/ps_lattice.c0000664000175000017500000016161112520771215020677 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_lattice.c Word graph search. */ /* System headers. */ #include #include #include /* SphinxBase headers. */ #include #include #include #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "ps_lattice_internal.h" #include "ngram_search.h" #include "dict.h" /* * Create a directed link between "from" and "to" nodes, but if a link already exists, * choose one with the best ascr. */ void ps_lattice_link(ps_lattice_t *dag, ps_latnode_t *from, ps_latnode_t *to, int32 score, int32 ef) { latlink_list_t *fwdlink; /* Look for an existing link between "from" and "to" nodes */ for (fwdlink = from->exits; fwdlink; fwdlink = fwdlink->next) if (fwdlink->link->to == to) break; if (fwdlink == NULL) { latlink_list_t *revlink; ps_latlink_t *link; /* No link between the two nodes; create a new one */ link = listelem_malloc(dag->latlink_alloc); fwdlink = listelem_malloc(dag->latlink_list_alloc); revlink = listelem_malloc(dag->latlink_list_alloc); link->from = from; link->to = to; link->ascr = score; link->ef = ef; link->best_prev = NULL; fwdlink->link = revlink->link = link; fwdlink->next = from->exits; from->exits = fwdlink; revlink->next = to->entries; to->entries = revlink; } else { /* Link already exists; just retain the best ascr */ if (score BETTER_THAN fwdlink->link->ascr) { fwdlink->link->ascr = score; fwdlink->link->ef = ef; } } } void ps_lattice_penalize_fillers(ps_lattice_t *dag, int32 silpen, int32 fillpen) { ps_latnode_t *node; for (node = dag->nodes; node; node = node->next) { latlink_list_t *linklist; if (node != dag->start && node != dag->end && dict_filler_word(dag->dict, node->basewid)) { for (linklist = node->entries; linklist; linklist = linklist->next) linklist->link->ascr += (node->basewid == dag->silence) ? silpen : fillpen; } } } static void delete_node(ps_lattice_t *dag, ps_latnode_t *node) { latlink_list_t *x, *next_x; for (x = node->exits; x; x = next_x) { next_x = x->next; x->link->from = NULL; listelem_free(dag->latlink_list_alloc, x); } for (x = node->entries; x; x = next_x) { next_x = x->next; x->link->to = NULL; listelem_free(dag->latlink_list_alloc, x); } listelem_free(dag->latnode_alloc, node); } static void remove_dangling_links(ps_lattice_t *dag, ps_latnode_t *node) { latlink_list_t *x, *prev_x, *next_x; prev_x = NULL; for (x = node->exits; x; x = next_x) { next_x = x->next; if (x->link->to == NULL) { if (prev_x) prev_x->next = next_x; else node->exits = next_x; listelem_free(dag->latlink_alloc, x->link); listelem_free(dag->latlink_list_alloc, x); } else prev_x = x; } prev_x = NULL; for (x = node->entries; x; x = next_x) { next_x = x->next; if (x->link->from == NULL) { if (prev_x) prev_x->next = next_x; else node->entries = next_x; listelem_free(dag->latlink_alloc, x->link); listelem_free(dag->latlink_list_alloc, x); } else prev_x = x; } } void ps_lattice_delete_unreachable(ps_lattice_t *dag) { ps_latnode_t *node, *prev_node, *next_node; int i; /* Remove unreachable nodes from the list of nodes. */ prev_node = NULL; for (node = dag->nodes; node; node = next_node) { next_node = node->next; if (!node->reachable) { if (prev_node) prev_node->next = next_node; else dag->nodes = next_node; /* Delete this node and NULLify links to it. */ delete_node(dag, node); } else prev_node = node; } /* Remove all links to and from unreachable nodes. */ i = 0; for (node = dag->nodes; node; node = node->next) { /* Assign sequence numbers. */ node->id = i++; /* We should obviously not encounter unreachable nodes here! */ assert(node->reachable); /* Remove all links that go nowhere. */ remove_dangling_links(dag, node); } } int32 ps_lattice_write(ps_lattice_t *dag, char const *filename) { FILE *fp; int32 i; ps_latnode_t *d, *initial, *final; initial = dag->start; final = dag->end; E_INFO("Writing lattice file: %s\n", filename); if ((fp = fopen(filename, "w")) == NULL) { E_ERROR_SYSTEM("Failed to open lattice file '%s' for writing", filename); return -1; } /* Stupid Sphinx-III lattice code expects 'getcwd:' here */ fprintf(fp, "# getcwd: /this/is/bogus\n"); fprintf(fp, "# -logbase %e\n", logmath_get_base(dag->lmath)); fprintf(fp, "#\n"); fprintf(fp, "Frames %d\n", dag->n_frames); fprintf(fp, "#\n"); for (i = 0, d = dag->nodes; d; d = d->next, i++); fprintf(fp, "Nodes %d (NODEID WORD STARTFRAME FIRST-ENDFRAME LAST-ENDFRAME)\n", i); for (i = 0, d = dag->nodes; d; d = d->next, i++) { d->id = i; fprintf(fp, "%d %s %d %d %d ; %d\n", i, dict_wordstr(dag->dict, d->wid), d->sf, d->fef, d->lef, d->node_id); } fprintf(fp, "#\n"); fprintf(fp, "Initial %d\nFinal %d\n", initial->id, final->id); fprintf(fp, "#\n"); /* Don't bother with this, it's not used by anything. */ fprintf(fp, "BestSegAscr %d (NODEID ENDFRAME ASCORE)\n", 0 /* #BPTable entries */ ); fprintf(fp, "#\n"); fprintf(fp, "Edges (FROM-NODEID TO-NODEID ASCORE)\n"); for (d = dag->nodes; d; d = d->next) { latlink_list_t *l; for (l = d->exits; l; l = l->next) { if (l->link->ascr WORSE_THAN WORST_SCORE || l->link->ascr BETTER_THAN 0) continue; fprintf(fp, "%d %d %d\n", d->id, l->link->to->id, l->link->ascr << SENSCR_SHIFT); } } fprintf(fp, "End\n"); fclose(fp); return 0; } int32 ps_lattice_write_htk(ps_lattice_t *dag, char const *filename) { FILE *fp; ps_latnode_t *d, *initial, *final; int32 j, n_links, n_nodes; initial = dag->start; final = dag->end; E_INFO("Writing lattice file: %s\n", filename); if ((fp = fopen(filename, "w")) == NULL) { E_ERROR_SYSTEM("Failed to open lattice file '%s' for writing", filename); return -1; } for (n_links = n_nodes = 0, d = dag->nodes; d; d = d->next) { latlink_list_t *l; if (!d->reachable) continue; d->id = n_nodes; for (l = d->exits; l; l = l->next) { if (l->link->to == NULL || !l->link->to->reachable) continue; if (l->link->ascr WORSE_THAN WORST_SCORE || l->link->ascr BETTER_THAN 0) continue; ++n_links; } ++n_nodes; } fprintf(fp, "# Lattice generated by PocketSphinx\n"); fprintf(fp, "#\n# Header\n#\n"); fprintf(fp, "VERSION=1.0\n"); fprintf(fp, "start=%d\n", initial->id); fprintf(fp, "end=%d\n", final->id); fprintf(fp, "#\n"); fprintf(fp, "N=%d\tL=%d\n", n_nodes, n_links); fprintf(fp, "#\n# Node definitions\n#\n"); for (d = dag->nodes; d; d = d->next) { char const *word = dict_wordstr(dag->dict, d->wid); char const *c = strrchr(word, '('); int altpron = 1; if (!d->reachable) continue; if (c) altpron = atoi(c + 1); word = dict_basestr(dag->dict, d->wid); if (d->wid == dict_startwid(dag->dict)) word = "!SENT_START"; else if (d->wid == dict_finishwid(dag->dict)) word = "!SENT_END"; else if (dict_filler_word(dag->dict, d->wid)) word = "!NULL"; fprintf(fp, "I=%d\tt=%.2f\tW=%s\tv=%d\n", d->id, (double)d->sf / dag->frate, word, altpron); } fprintf(fp, "#\n# Link definitions\n#\n"); for (j = 0, d = dag->nodes; d; d = d->next) { latlink_list_t *l; if (!d->reachable) continue; for (l = d->exits; l; l = l->next) { if (l->link->to == NULL || !l->link->to->reachable) continue; if (l->link->ascr WORSE_THAN WORST_SCORE || l->link->ascr BETTER_THAN 0) continue; fprintf(fp, "J=%d\tS=%d\tE=%d\ta=%f\tp=%g\n", j++, d->id, l->link->to->id, logmath_log_to_ln(dag->lmath, l->link->ascr << SENSCR_SHIFT), logmath_exp(dag->lmath, l->link->alpha + l->link->beta - dag->norm)); } } fclose(fp); return 0; } /* Read parameter from a lattice file*/ static int dag_param_read(lineiter_t *li, char *param) { int32 n; while ((li = lineiter_next(li)) != NULL) { char *c; /* Ignore comments. */ if (li->buf[0] == '#') continue; /* Find the first space. */ c = strchr(li->buf, ' '); if (c == NULL) continue; /* Check that the first field equals param and that there's a number after it. */ if (strncmp(li->buf, param, strlen(param)) == 0 && sscanf(c + 1, "%d", &n) == 1) return n; } return -1; } /* Mark every node that has a path to the argument dagnode as "reachable". */ static void dag_mark_reachable(ps_latnode_t * d) { latlink_list_t *l; d->reachable = 1; for (l = d->entries; l; l = l->next) if (l->link->from && !l->link->from->reachable) dag_mark_reachable(l->link->from); } ps_lattice_t * ps_lattice_read(ps_decoder_t *ps, char const *file) { FILE *fp; int32 ispipe; lineiter_t *line; float64 lb; float32 logratio; ps_latnode_t *tail; ps_latnode_t **darray; ps_lattice_t *dag; int i, k, n_nodes; int32 pip, silpen, fillpen; dag = ckd_calloc(1, sizeof(*dag)); if (ps) { dag->search = ps->search; dag->dict = dict_retain(ps->dict); dag->lmath = logmath_retain(ps->lmath); dag->frate = cmd_ln_int32_r(dag->search->config, "-frate"); } else { dag->dict = dict_init(NULL, NULL); dag->lmath = logmath_init(1.0001, 0, FALSE); dag->frate = 100; } dag->silence = dict_silwid(dag->dict); dag->latnode_alloc = listelem_alloc_init(sizeof(ps_latnode_t)); dag->latlink_alloc = listelem_alloc_init(sizeof(ps_latlink_t)); dag->latlink_list_alloc = listelem_alloc_init(sizeof(latlink_list_t)); dag->refcount = 1; tail = NULL; darray = NULL; E_INFO("Reading DAG file: %s\n", file); if ((fp = fopen_compchk(file, &ispipe)) == NULL) { E_ERROR_SYSTEM("Failed to open DAG file '%s' for reading", file); return NULL; } line = lineiter_start(fp); /* Read and verify logbase (ONE BIG HACK!!) */ if (line == NULL) { E_ERROR("Premature EOF(%s)\n", file); goto load_error; } if (strncmp(line->buf, "# getcwd: ", 10) != 0) { E_ERROR("%s does not begin with '# getcwd: '\n%s", file, line->buf); goto load_error; } if ((line = lineiter_next(line)) == NULL) { E_ERROR("Premature EOF(%s)\n", file); goto load_error; } if ((strncmp(line->buf, "# -logbase ", 11) != 0) || (sscanf(line->buf + 11, "%lf", &lb) != 1)) { E_WARN("%s: Cannot find -logbase in header\n", file); lb = 1.0001; } logratio = 1.0f; if (dag->lmath == NULL) dag->lmath = logmath_init(lb, 0, TRUE); else { float32 pb = logmath_get_base(dag->lmath); if (fabs(lb - pb) >= 0.0001) { E_WARN("Inconsistent logbases: %f vs %f: will compensate\n", lb, pb); logratio = (float32)(log(lb) / log(pb)); E_INFO("Lattice log ratio: %f\n", logratio); } } /* Read Frames parameter */ dag->n_frames = dag_param_read(line, "Frames"); if (dag->n_frames <= 0) { E_ERROR("Frames parameter missing or invalid\n"); goto load_error; } /* Read Nodes parameter */ n_nodes = dag_param_read(line, "Nodes"); if (n_nodes <= 0) { E_ERROR("Nodes parameter missing or invalid\n"); goto load_error; } /* Read nodes */ darray = ckd_calloc(n_nodes, sizeof(*darray)); for (i = 0; i < n_nodes; i++) { ps_latnode_t *d; int32 w; int seqid, sf, fef, lef; char wd[256]; if ((line = lineiter_next(line)) == NULL) { E_ERROR("Premature EOF while loading Nodes(%s)\n", file); goto load_error; } if ((k = sscanf(line->buf, "%d %255s %d %d %d", &seqid, wd, &sf, &fef, &lef)) != 5) { E_ERROR("Cannot parse line: %s, value of count %d\n", line->buf, k); goto load_error; } w = dict_wordid(dag->dict, wd); if (w < 0) { if (dag->search == NULL) { char *ww = ckd_salloc(wd); if (dict_word2basestr(ww) != -1) { if (dict_wordid(dag->dict, ww) == BAD_S3WID) dict_add_word(dag->dict, ww, NULL, 0); } ckd_free(ww); w = dict_add_word(dag->dict, wd, NULL, 0); } if (w < 0) { E_ERROR("Unknown word in line: %s\n", line->buf); goto load_error; } } if (seqid != i) { E_ERROR("Seqno error: %s\n", line->buf); goto load_error; } d = listelem_malloc(dag->latnode_alloc); darray[i] = d; d->wid = w; d->basewid = dict_basewid(dag->dict, w); d->id = seqid; d->sf = sf; d->fef = fef; d->lef = lef; d->reachable = 0; d->exits = d->entries = NULL; d->next = NULL; if (!dag->nodes) dag->nodes = d; else tail->next = d; tail = d; } /* Read initial node ID */ k = dag_param_read(line, "Initial"); if ((k < 0) || (k >= n_nodes)) { E_ERROR("Initial node parameter missing or invalid\n"); goto load_error; } dag->start = darray[k]; /* Read final node ID */ k = dag_param_read(line, "Final"); if ((k < 0) || (k >= n_nodes)) { E_ERROR("Final node parameter missing or invalid\n"); goto load_error; } dag->end = darray[k]; /* Read bestsegscore entries and ignore them. */ if ((k = dag_param_read(line, "BestSegAscr")) < 0) { E_ERROR("BestSegAscr parameter missing\n"); goto load_error; } for (i = 0; i < k; i++) { if ((line = lineiter_next(line)) == NULL) { E_ERROR("Premature EOF while (%s) ignoring BestSegAscr\n", line); goto load_error; } } /* Read in edges. */ while ((line = lineiter_next(line)) != NULL) { if (line->buf[0] == '#') continue; if (0 == strncmp(line->buf, "Edges", 5)) break; } if (line == NULL) { E_ERROR("Edges missing\n"); goto load_error; } while ((line = lineiter_next(line)) != NULL) { int from, to, ascr; ps_latnode_t *pd, *d; if (sscanf(line->buf, "%d %d %d", &from, &to, &ascr) != 3) break; if (ascr WORSE_THAN WORST_SCORE) continue; pd = darray[from]; d = darray[to]; if (logratio != 1.0f) ascr = (int32)(ascr * logratio); ps_lattice_link(dag, pd, d, ascr, d->sf - 1); } if (strcmp(line->buf, "End\n") != 0) { E_ERROR("Terminating 'End' missing\n"); goto load_error; } lineiter_free(line); fclose_comp(fp, ispipe); ckd_free(darray); /* Minor hack: If the final node is a filler word and not , * then set its base word ID to , so that the language model * scores won't be screwed up. */ if (dict_filler_word(dag->dict, dag->end->wid)) dag->end->basewid = dag->search ? ps_search_finish_wid(dag->search) : dict_wordid(dag->dict, S3_FINISH_WORD); /* Mark reachable from dag->end */ dag_mark_reachable(dag->end); /* Free nodes unreachable from dag->end and their links */ ps_lattice_delete_unreachable(dag); if (ps) { /* Build links around silence and filler words, since they do * not exist in the language model. FIXME: This is * potentially buggy, as we already do this before outputing * lattices. */ pip = logmath_log(dag->lmath, cmd_ln_float32_r(ps->config, "-pip")); silpen = pip + logmath_log(dag->lmath, cmd_ln_float32_r(ps->config, "-silprob")); fillpen = pip + logmath_log(dag->lmath, cmd_ln_float32_r(ps->config, "-fillprob")); ps_lattice_penalize_fillers(dag, silpen, fillpen); } return dag; load_error: E_ERROR("Failed to load %s\n", file); lineiter_free(line); if (fp) fclose_comp(fp, ispipe); ckd_free(darray); return NULL; } int ps_lattice_n_frames(ps_lattice_t *dag) { return dag->n_frames; } ps_lattice_t * ps_lattice_init_search(ps_search_t *search, int n_frame) { ps_lattice_t *dag; dag = ckd_calloc(1, sizeof(*dag)); dag->search = search; dag->dict = dict_retain(search->dict); dag->lmath = logmath_retain(search->acmod->lmath); dag->frate = cmd_ln_int32_r(dag->search->config, "-frate"); dag->silence = dict_silwid(dag->dict); dag->n_frames = n_frame; dag->latnode_alloc = listelem_alloc_init(sizeof(ps_latnode_t)); dag->latlink_alloc = listelem_alloc_init(sizeof(ps_latlink_t)); dag->latlink_list_alloc = listelem_alloc_init(sizeof(latlink_list_t)); dag->refcount = 1; return dag; } ps_lattice_t * ps_lattice_retain(ps_lattice_t *dag) { ++dag->refcount; return dag; } int ps_lattice_free(ps_lattice_t *dag) { if (dag == NULL) return 0; if (--dag->refcount > 0) return dag->refcount; logmath_free(dag->lmath); dict_free(dag->dict); listelem_alloc_free(dag->latnode_alloc); listelem_alloc_free(dag->latlink_alloc); listelem_alloc_free(dag->latlink_list_alloc); ckd_free(dag->hyp_str); ckd_free(dag); return 0; } logmath_t * ps_lattice_get_logmath(ps_lattice_t *dag) { return dag->lmath; } ps_latnode_iter_t * ps_latnode_iter(ps_lattice_t *dag) { return dag->nodes; } ps_latnode_iter_t * ps_latnode_iter_next(ps_latnode_iter_t *itor) { return itor->next; } void ps_latnode_iter_free(ps_latnode_iter_t *itor) { /* Do absolutely nothing. */ } ps_latnode_t * ps_latnode_iter_node(ps_latnode_iter_t *itor) { return itor; } int ps_latnode_times(ps_latnode_t *node, int16 *out_fef, int16 *out_lef) { if (out_fef) *out_fef = (int16)node->fef; if (out_lef) *out_lef = (int16)node->lef; return node->sf; } char const * ps_latnode_word(ps_lattice_t *dag, ps_latnode_t *node) { return dict_wordstr(dag->dict, node->wid); } char const * ps_latnode_baseword(ps_lattice_t *dag, ps_latnode_t *node) { return dict_wordstr(dag->dict, node->basewid); } int32 ps_latnode_prob(ps_lattice_t *dag, ps_latnode_t *node, ps_latlink_t **out_link) { latlink_list_t *links; int32 bestpost = logmath_get_zero(dag->lmath); for (links = node->exits; links; links = links->next) { int32 post = links->link->alpha + links->link->beta - dag->norm; if (post > bestpost) { if (out_link) *out_link = links->link; bestpost = post; } } return bestpost; } ps_latlink_iter_t * ps_latnode_exits(ps_latnode_t *node) { return node->exits; } ps_latlink_iter_t * ps_latnode_entries(ps_latnode_t *node) { return node->entries; } ps_latlink_iter_t * ps_latlink_iter_next(ps_latlink_iter_t *itor) { return itor->next; } void ps_latlink_iter_free(ps_latlink_iter_t *itor) { /* Do absolutely nothing. */ } ps_latlink_t * ps_latlink_iter_link(ps_latlink_iter_t *itor) { return itor->link; } int ps_latlink_times(ps_latlink_t *link, int16 *out_sf) { if (out_sf) { if (link->from) { *out_sf = link->from->sf; } else { *out_sf = 0; } } return link->ef; } ps_latnode_t * ps_latlink_nodes(ps_latlink_t *link, ps_latnode_t **out_src) { if (out_src) *out_src = link->from; return link->to; } char const * ps_latlink_word(ps_lattice_t *dag, ps_latlink_t *link) { if (link->from == NULL) return NULL; return dict_wordstr(dag->dict, link->from->wid); } char const * ps_latlink_baseword(ps_lattice_t *dag, ps_latlink_t *link) { if (link->from == NULL) return NULL; return dict_wordstr(dag->dict, link->from->basewid); } ps_latlink_t * ps_latlink_pred(ps_latlink_t *link) { return link->best_prev; } int32 ps_latlink_prob(ps_lattice_t *dag, ps_latlink_t *link, int32 *out_ascr) { int32 post = link->alpha + link->beta - dag->norm; if (out_ascr) *out_ascr = link->ascr << SENSCR_SHIFT; return post; } char const * ps_lattice_hyp(ps_lattice_t *dag, ps_latlink_t *link) { ps_latlink_t *l; size_t len; char *c; /* Backtrace once to get hypothesis length. */ len = 0; /* FIXME: There may not be a search, but actually there should be a dict. */ if (dict_real_word(dag->dict, link->to->basewid)) { char *wstr = dict_wordstr(dag->dict, link->to->basewid); if (wstr != NULL) len += strlen(wstr) + 1; } for (l = link; l; l = l->best_prev) { if (dict_real_word(dag->dict, l->from->basewid)) { char *wstr = dict_wordstr(dag->dict, l->from->basewid); if (wstr != NULL) len += strlen(wstr) + 1; } } /* Backtrace again to construct hypothesis string. */ ckd_free(dag->hyp_str); dag->hyp_str = ckd_calloc(1, len+1); /* extra one incase the hyp is empty */ c = dag->hyp_str + len - 1; if (dict_real_word(dag->dict, link->to->basewid)) { char *wstr = dict_wordstr(dag->dict, link->to->basewid); if (wstr != NULL) { len = strlen(wstr); c -= len; memcpy(c, wstr, len); if (c > dag->hyp_str) { --c; *c = ' '; } } } for (l = link; l; l = l->best_prev) { if (dict_real_word(dag->dict, l->from->basewid)) { char *wstr = dict_wordstr(dag->dict, l->from->basewid); if (wstr != NULL) { len = strlen(wstr); c -= len; memcpy(c, wstr, len); if (c > dag->hyp_str) { --c; *c = ' '; } } } } return dag->hyp_str; } static void ps_lattice_compute_lscr(ps_seg_t *seg, ps_latlink_t *link, int to) { ngram_model_t *lmset; /* Language model score is included in the link score for FSG * search. FIXME: Of course, this is sort of a hack :( */ if (0 != strcmp(ps_search_type(seg->search), PS_SEARCH_TYPE_NGRAM)) { seg->lback = 1; /* Unigram... */ seg->lscr = 0; return; } lmset = ((ngram_search_t *)seg->search)->lmset; if (link->best_prev == NULL) { if (to) /* Sentence has only two words. */ seg->lscr = ngram_bg_score(lmset, link->to->basewid, link->from->basewid, &seg->lback) >> SENSCR_SHIFT; else {/* This is the start symbol, its lscr is always 0. */ seg->lscr = 0; seg->lback = 1; } } else { /* Find the two predecessor words. */ if (to) { seg->lscr = ngram_tg_score(lmset, link->to->basewid, link->from->basewid, link->best_prev->from->basewid, &seg->lback) >> SENSCR_SHIFT; } else { if (link->best_prev->best_prev) seg->lscr = ngram_tg_score(lmset, link->from->basewid, link->best_prev->from->basewid, link->best_prev->best_prev->from->basewid, &seg->lback) >> SENSCR_SHIFT; else seg->lscr = ngram_bg_score(lmset, link->from->basewid, link->best_prev->from->basewid, &seg->lback) >> SENSCR_SHIFT; } } } static void ps_lattice_link2itor(ps_seg_t *seg, ps_latlink_t *link, int to) { dag_seg_t *itor = (dag_seg_t *)seg; ps_latnode_t *node; if (to) { node = link->to; seg->ef = node->lef; seg->prob = 0; /* norm + beta - norm */ } else { latlink_list_t *x; ps_latnode_t *n; logmath_t *lmath = ps_search_acmod(seg->search)->lmath; node = link->from; seg->ef = link->ef; seg->prob = link->alpha + link->beta - itor->norm; /* Sum over all exits for this word and any alternate pronunciations at the same frame. */ for (n = node; n; n = n->alt) { for (x = n->exits; x; x = x->next) { if (x->link == link) continue; seg->prob = logmath_add(lmath, seg->prob, x->link->alpha + x->link->beta - itor->norm); } } } seg->word = dict_wordstr(ps_search_dict(seg->search), node->wid); seg->sf = node->sf; seg->ascr = link->ascr << SENSCR_SHIFT; /* Compute language model score from best predecessors. */ ps_lattice_compute_lscr(seg, link, to); } static void ps_lattice_seg_free(ps_seg_t *seg) { dag_seg_t *itor = (dag_seg_t *)seg; ckd_free(itor->links); ckd_free(itor); } static ps_seg_t * ps_lattice_seg_next(ps_seg_t *seg) { dag_seg_t *itor = (dag_seg_t *)seg; ++itor->cur; if (itor->cur == itor->n_links + 1) { ps_lattice_seg_free(seg); return NULL; } else if (itor->cur == itor->n_links) { /* Re-use the last link but with the "to" node. */ ps_lattice_link2itor(seg, itor->links[itor->cur - 1], TRUE); } else { ps_lattice_link2itor(seg, itor->links[itor->cur], FALSE); } return seg; } static ps_segfuncs_t ps_lattice_segfuncs = { /* seg_next */ ps_lattice_seg_next, /* seg_free */ ps_lattice_seg_free }; ps_seg_t * ps_lattice_seg_iter(ps_lattice_t *dag, ps_latlink_t *link, float32 lwf) { dag_seg_t *itor; ps_latlink_t *l; int cur; /* Calling this an "iterator" is a bit of a misnomer since we have * to get the entire backtrace in order to produce it. */ itor = ckd_calloc(1, sizeof(*itor)); itor->base.vt = &ps_lattice_segfuncs; itor->base.search = dag->search; itor->base.lwf = lwf; itor->n_links = 0; itor->norm = dag->norm; for (l = link; l; l = l->best_prev) { ++itor->n_links; } if (itor->n_links == 0) { ckd_free(itor); return NULL; } itor->links = ckd_calloc(itor->n_links, sizeof(*itor->links)); cur = itor->n_links - 1; for (l = link; l; l = l->best_prev) { itor->links[cur] = l; --cur; } ps_lattice_link2itor((ps_seg_t *)itor, itor->links[0], FALSE); return (ps_seg_t *)itor; } latlink_list_t * latlink_list_new(ps_lattice_t *dag, ps_latlink_t *link, latlink_list_t *next) { latlink_list_t *ll; ll = listelem_malloc(dag->latlink_list_alloc); ll->link = link; ll->next = next; return ll; } void ps_lattice_pushq(ps_lattice_t *dag, ps_latlink_t *link) { if (dag->q_head == NULL) dag->q_head = dag->q_tail = latlink_list_new(dag, link, NULL); else { dag->q_tail->next = latlink_list_new(dag, link, NULL); dag->q_tail = dag->q_tail->next; } } ps_latlink_t * ps_lattice_popq(ps_lattice_t *dag) { latlink_list_t *x; ps_latlink_t *link; if (dag->q_head == NULL) return NULL; link = dag->q_head->link; x = dag->q_head->next; listelem_free(dag->latlink_list_alloc, dag->q_head); dag->q_head = x; if (dag->q_head == NULL) dag->q_tail = NULL; return link; } void ps_lattice_delq(ps_lattice_t *dag) { while (ps_lattice_popq(dag)) { /* Do nothing. */ } } ps_latlink_t * ps_lattice_traverse_edges(ps_lattice_t *dag, ps_latnode_t *start, ps_latnode_t *end) { ps_latnode_t *node; latlink_list_t *x; /* Cancel any unfinished traversal. */ ps_lattice_delq(dag); /* Initialize node fanin counts and path scores. */ for (node = dag->nodes; node; node = node->next) node->info.fanin = 0; for (node = dag->nodes; node; node = node->next) { for (x = node->exits; x; x = x->next) (x->link->to->info.fanin)++; } /* Initialize agenda with all exits from start. */ if (start == NULL) start = dag->start; for (x = start->exits; x; x = x->next) ps_lattice_pushq(dag, x->link); /* Pull the first edge off the queue. */ return ps_lattice_traverse_next(dag, end); } ps_latlink_t * ps_lattice_traverse_next(ps_lattice_t *dag, ps_latnode_t *end) { ps_latlink_t *next; next = ps_lattice_popq(dag); if (next == NULL) return NULL; /* Decrease fanin count for destination node and expand outgoing * edges if all incoming edges have been seen. */ --next->to->info.fanin; if (next->to->info.fanin == 0) { latlink_list_t *x; if (end == NULL) end = dag->end; if (next->to == end) { /* If we have traversed all links entering the end node, * clear the queue, causing future calls to this function * to return NULL. */ ps_lattice_delq(dag); return next; } /* Extend all outgoing edges. */ for (x = next->to->exits; x; x = x->next) ps_lattice_pushq(dag, x->link); } return next; } ps_latlink_t * ps_lattice_reverse_edges(ps_lattice_t *dag, ps_latnode_t *start, ps_latnode_t *end) { ps_latnode_t *node; latlink_list_t *x; /* Cancel any unfinished traversal. */ ps_lattice_delq(dag); /* Initialize node fanout counts and path scores. */ for (node = dag->nodes; node; node = node->next) { node->info.fanin = 0; for (x = node->exits; x; x = x->next) ++node->info.fanin; } /* Initialize agenda with all entries from end. */ if (end == NULL) end = dag->end; for (x = end->entries; x; x = x->next) ps_lattice_pushq(dag, x->link); /* Pull the first edge off the queue. */ return ps_lattice_reverse_next(dag, start); } ps_latlink_t * ps_lattice_reverse_next(ps_lattice_t *dag, ps_latnode_t *start) { ps_latlink_t *next; next = ps_lattice_popq(dag); if (next == NULL) return NULL; /* Decrease fanout count for source node and expand incoming * edges if all incoming edges have been seen. */ --next->from->info.fanin; if (next->from->info.fanin == 0) { latlink_list_t *x; if (start == NULL) start = dag->start; if (next->from == start) { /* If we have traversed all links entering the start node, * clear the queue, causing future calls to this function * to return NULL. */ ps_lattice_delq(dag); return next; } /* Extend all outgoing edges. */ for (x = next->from->entries; x; x = x->next) ps_lattice_pushq(dag, x->link); } return next; } /* * Find the best score from dag->start to end point of any link and * use it to update links further down the path. This is like * single-source shortest path search, except that it is done over * edges rather than nodes, which allows us to do exact trigram scoring. * * Helpfully enough, we get half of the posterior probability * calculation for free that way too. (interesting research topic: is * there a reliable Viterbi analogue to word-level Forward-Backward * like there is for state-level? Or, is it just lattice density?) */ ps_latlink_t * ps_lattice_bestpath(ps_lattice_t *dag, ngram_model_t *lmset, float32 lwf, float32 ascale) { ps_search_t *search; ps_latnode_t *node; ps_latlink_t *link; ps_latlink_t *bestend; latlink_list_t *x; logmath_t *lmath; int32 bestescr; search = dag->search; lmath = dag->lmath; /* Initialize path scores for all links exiting dag->start, and * set all other scores to the minimum. Also initialize alphas to * log-zero. */ for (node = dag->nodes; node; node = node->next) { for (x = node->exits; x; x = x->next) { x->link->path_scr = MAX_NEG_INT32; x->link->alpha = logmath_get_zero(lmath); } } for (x = dag->start->exits; x; x = x->next) { int32 n_used; int16 to_is_fil; to_is_fil = dict_filler_word(ps_search_dict(search), x->link->to->basewid) && x->link->to != dag->end; /* Best path points to dag->start, obviously. */ x->link->path_scr = x->link->ascr; if (lmset && !to_is_fil) x->link->path_scr += (ngram_bg_score(lmset, x->link->to->basewid, ps_search_start_wid(search), &n_used) >> SENSCR_SHIFT) * lwf; x->link->best_prev = NULL; /* No predecessors for start links. */ x->link->alpha = 0; } /* Traverse the edges in the graph, updating path scores. */ for (link = ps_lattice_traverse_edges(dag, NULL, NULL); link; link = ps_lattice_traverse_next(dag, NULL)) { int32 bprob, n_used; int32 w3_wid, w2_wid; int16 w3_is_fil, w2_is_fil; ps_latlink_t *prev_link; /* Sanity check, we should not be traversing edges that * weren't previously updated, otherwise nasty overflows will result. */ assert(link->path_scr != MAX_NEG_INT32); /* Find word predecessor if from-word is filler */ w3_wid = link->from->basewid; w2_wid = link->to->basewid; w3_is_fil = dict_filler_word(ps_search_dict(search), link->from->basewid) && link->from != dag->start; w2_is_fil = dict_filler_word(ps_search_dict(search), w2_wid) && link->to != dag->end; prev_link = link; if (w3_is_fil) { while (prev_link->best_prev != NULL) { prev_link = prev_link->best_prev; w3_wid = prev_link->from->basewid; if (!dict_filler_word(ps_search_dict(search), w3_wid) || prev_link->from == dag->start) { w3_is_fil = FALSE; break; } } } /* Calculate common bigram probability for all alphas. */ if (lmset && !w3_is_fil && !w2_is_fil) bprob = ngram_ng_prob(lmset, w2_wid, &w3_wid, 1, &n_used); else bprob = 0; /* Add in this link's acoustic score, which was a constant factor in previous computations (if any). */ link->alpha += (link->ascr << SENSCR_SHIFT) * ascale; if (w2_is_fil) { w2_is_fil = w3_is_fil; w3_is_fil = TRUE; w2_wid = w3_wid; while (prev_link->best_prev != NULL) { prev_link = prev_link->best_prev; w3_wid = prev_link->from->basewid; if (!dict_filler_word(ps_search_dict(search), w3_wid) || prev_link->from == dag->start) { w3_is_fil = FALSE; break; } } } /* Update scores for all paths exiting link->to. */ for (x = link->to->exits; x; x = x->next) { int32 score; int32 w1_wid; int16 w1_is_fil; w1_wid = x->link->to->basewid; w1_is_fil = dict_filler_word(ps_search_dict(search), w1_wid) && x->link->to != dag->end; /* Update alpha with sum of previous alphas. */ x->link->alpha = logmath_add(lmath, x->link->alpha, link->alpha + bprob); /* Update link score with maximum link score. */ score = link->path_scr + x->link->ascr; /* Calculate language score for bestpath if possible */ if (lmset && !w1_is_fil && !w2_is_fil) { if (w3_is_fil) //partial context available score += (ngram_bg_score(lmset, w1_wid, w2_wid, &n_used) >> SENSCR_SHIFT) * lwf; else //full context available score += (ngram_tg_score(lmset, w1_wid, w2_wid, w3_wid, &n_used) >> SENSCR_SHIFT) * lwf; } if (score BETTER_THAN x->link->path_scr) { x->link->path_scr = score; x->link->best_prev = link; } } } /* Find best link entering final node, and calculate normalizer * for posterior probabilities. */ bestend = NULL; bestescr = MAX_NEG_INT32; /* Normalizer is the alpha for the imaginary link exiting the final node. */ dag->norm = logmath_get_zero(lmath); for (x = dag->end->entries; x; x = x->next) { int32 bprob, n_used; int32 from_wid; int16 from_is_fil; from_wid = x->link->from->basewid; from_is_fil = dict_filler_word(ps_search_dict(search), from_wid) && x->link->from != dag->start; if (from_is_fil) { ps_latlink_t *prev_link = x->link; while (prev_link->best_prev != NULL) { prev_link = prev_link->best_prev; from_wid = prev_link->from->basewid; if (!dict_filler_word(ps_search_dict(search), from_wid) || prev_link->from == dag->start) { from_is_fil = FALSE; break; } } } if (lmset && !from_is_fil) bprob = ngram_ng_prob(lmset, x->link->to->basewid, &from_wid, 1, &n_used); else bprob = 0; dag->norm = logmath_add(lmath, dag->norm, x->link->alpha + bprob); if (x->link->path_scr BETTER_THAN bestescr) { bestescr = x->link->path_scr; bestend = x->link; } } /* FIXME: floating point... */ dag->norm += (int32)(dag->final_node_ascr << SENSCR_SHIFT) * ascale; E_INFO("Bestpath score: %d\n", bestescr); E_INFO("Normalizer P(O) = alpha(%s:%d:%d) = %d\n", dict_wordstr(dag->search->dict, dag->end->wid), dag->end->sf, dag->end->lef, dag->norm); return bestend; } static int32 ps_lattice_joint(ps_lattice_t *dag, ps_latlink_t *link, float32 ascale) { ngram_model_t *lmset; int32 jprob; /* Sort of a hack... */ if (dag->search && 0 == strcmp(ps_search_type(dag->search), PS_SEARCH_TYPE_NGRAM)) lmset = ((ngram_search_t *)dag->search)->lmset; else lmset = NULL; jprob = (dag->final_node_ascr << SENSCR_SHIFT) * ascale; while (link) { if (lmset) { int lback; int32 from_wid, to_wid; int16 from_is_fil, to_is_fil; from_wid = link->from->basewid; to_wid = link->to->basewid; from_is_fil = dict_filler_word(dag->dict, from_wid) && link->from != dag->start; to_is_fil = dict_filler_word(dag->dict, to_wid) && link->to != dag->end; /* Find word predecessor if from-word is filler */ if (!to_is_fil && from_is_fil) { ps_latlink_t *prev_link = link; while (prev_link->best_prev != NULL) { prev_link = prev_link->best_prev; from_wid = prev_link->from->basewid; if (!dict_filler_word(dag->dict, from_wid) || prev_link->from == dag->start) { from_is_fil = FALSE; break; } } } /* Compute unscaled language model probability. Note that this is actually not the language model probability that corresponds to this link, but that is okay, because we are just taking the sum over all links in the best path. */ if (!from_is_fil && !to_is_fil) jprob += ngram_ng_prob(lmset, to_wid, &from_wid, 1, &lback); } /* If there is no language model, we assume that the language model probability (such as it is) has been included in the link score. */ jprob += (link->ascr << SENSCR_SHIFT) * ascale; link = link->best_prev; } E_INFO("Joint P(O,S) = %d P(S|O) = %d\n", jprob, jprob - dag->norm); return jprob; } int32 ps_lattice_posterior(ps_lattice_t *dag, ngram_model_t *lmset, float32 ascale) { logmath_t *lmath; ps_latnode_t *node; ps_latlink_t *link; latlink_list_t *x; ps_latlink_t *bestend; int32 bestescr; lmath = dag->lmath; /* Reset all betas to zero. */ for (node = dag->nodes; node; node = node->next) { for (x = node->exits; x; x = x->next) { x->link->beta = logmath_get_zero(lmath); } } bestend = NULL; bestescr = MAX_NEG_INT32; /* Accumulate backward probabilities for all links. */ for (link = ps_lattice_reverse_edges(dag, NULL, NULL); link; link = ps_lattice_reverse_next(dag, NULL)) { int32 bprob, n_used; int32 from_wid, to_wid; int16 from_is_fil, to_is_fil; from_wid = link->from->basewid; to_wid = link->to->basewid; from_is_fil = dict_filler_word(dag->dict, from_wid) && link->from != dag->start; to_is_fil = dict_filler_word(dag->dict, to_wid) && link->to != dag->end; /* Find word predecessor if from-word is filler */ if (!to_is_fil && from_is_fil) { ps_latlink_t *prev_link = link; while (prev_link->best_prev != NULL) { prev_link = prev_link->best_prev; from_wid = prev_link->from->basewid; if (!dict_filler_word(dag->dict, from_wid) || prev_link->from == dag->start) { from_is_fil = FALSE; break; } } } /* Calculate LM probability. */ if (lmset && !from_is_fil && !to_is_fil) bprob = ngram_ng_prob(lmset, to_wid, &from_wid, 1, &n_used); else bprob = 0; if (link->to == dag->end) { /* Track the best path - we will backtrace in order to calculate the unscaled joint probability for sentence posterior. */ if (link->path_scr BETTER_THAN bestescr) { bestescr = link->path_scr; bestend = link; } /* Imaginary exit link from final node has beta = 1.0 */ link->beta = bprob + (dag->final_node_ascr << SENSCR_SHIFT) * ascale; } else { /* Update beta from all outgoing betas. */ for (x = link->to->exits; x; x = x->next) { link->beta = logmath_add(lmath, link->beta, x->link->beta + bprob + (x->link->ascr << SENSCR_SHIFT) * ascale); } } } /* Return P(S|O) = P(O,S)/P(O) */ return ps_lattice_joint(dag, bestend, ascale) - dag->norm; } int32 ps_lattice_posterior_prune(ps_lattice_t *dag, int32 beam) { ps_latlink_t *link; int npruned = 0; for (link = ps_lattice_traverse_edges(dag, dag->start, dag->end); link; link = ps_lattice_traverse_next(dag, dag->end)) { link->from->reachable = FALSE; if (link->alpha + link->beta - dag->norm < beam) { latlink_list_t *x, *tmp, *next; tmp = NULL; for (x = link->from->exits; x; x = next) { next = x->next; if (x->link == link) { listelem_free(dag->latlink_list_alloc, x); } else { x->next = tmp; tmp = x; } } link->from->exits = tmp; tmp = NULL; for (x = link->to->entries; x; x = next) { next = x->next; if (x->link == link) { listelem_free(dag->latlink_list_alloc, x); } else { x->next = tmp; tmp = x; } } link->to->entries = tmp; listelem_free(dag->latlink_alloc, link); ++npruned; } } dag_mark_reachable(dag->end); ps_lattice_delete_unreachable(dag); return npruned; } /* Parameters to prune n-best alternatives search */ #define MAX_PATHS 500 /* Max allowed active paths at any time */ #define MAX_HYP_TRIES 10000 /* * For each node in any path between from and end of utt, find the * best score from "from".sf to end of utt. (NOTE: Uses bigram probs; * this is an estimate of the best score from "from".) (NOTE #2: yes, * this is the "heuristic score" used in A* search) */ static int32 best_rem_score(ps_astar_t *nbest, ps_latnode_t * from) { latlink_list_t *x; int32 bestscore, score; if (from->info.rem_score <= 0) return (from->info.rem_score); /* Best score from "from" to end of utt not known; compute from successors */ bestscore = WORST_SCORE; for (x = from->exits; x; x = x->next) { int32 n_used; score = best_rem_score(nbest, x->link->to); score += x->link->ascr; if (nbest->lmset) score += (ngram_bg_score(nbest->lmset, x->link->to->basewid, from->basewid, &n_used) >> SENSCR_SHIFT) * nbest->lwf; if (score BETTER_THAN bestscore) bestscore = score; } from->info.rem_score = bestscore; return bestscore; } /* * Insert newpath in sorted (by path score) list of paths. But if newpath is * too far down the list, drop it (FIXME: necessary?) * total_score = path score (newpath) + rem_score to end of utt. */ static void path_insert(ps_astar_t *nbest, ps_latpath_t *newpath, int32 total_score) { ps_latpath_t *prev, *p; int32 i; prev = NULL; for (i = 0, p = nbest->path_list; (i < MAX_PATHS) && p; p = p->next, i++) { if ((p->score + p->node->info.rem_score) < total_score) break; prev = p; } /* newpath should be inserted between prev and p */ if (i < MAX_PATHS) { /* Insert new partial hyp */ newpath->next = p; if (!prev) nbest->path_list = newpath; else prev->next = newpath; if (!p) nbest->path_tail = newpath; nbest->n_path++; nbest->n_hyp_insert++; nbest->insert_depth += i; } else { /* newpath score too low; reject it and also prune paths beyond MAX_PATHS */ nbest->path_tail = prev; prev->next = NULL; nbest->n_path = MAX_PATHS; listelem_free(nbest->latpath_alloc, newpath); nbest->n_hyp_reject++; for (; p; p = newpath) { newpath = p->next; listelem_free(nbest->latpath_alloc, p); nbest->n_hyp_reject++; } } } /* Find all possible extensions to given partial path */ static void path_extend(ps_astar_t *nbest, ps_latpath_t * path) { latlink_list_t *x; ps_latpath_t *newpath; int32 total_score, tail_score; /* Consider all successors of path->node */ for (x = path->node->exits; x; x = x->next) { int32 n_used; /* Skip successor if no path from it reaches the final node */ if (x->link->to->info.rem_score <= WORST_SCORE) continue; /* Create path extension and compute exact score for this extension */ newpath = listelem_malloc(nbest->latpath_alloc); newpath->node = x->link->to; newpath->parent = path; newpath->score = path->score + x->link->ascr; if (nbest->lmset) { if (path->parent) { newpath->score += nbest->lwf * (ngram_tg_score(nbest->lmset, newpath->node->basewid, path->node->basewid, path->parent->node->basewid, &n_used) >> SENSCR_SHIFT); } else newpath->score += nbest->lwf * (ngram_bg_score(nbest->lmset, newpath->node->basewid, path->node->basewid, &n_used) >> SENSCR_SHIFT); } /* Insert new partial path hypothesis into sorted path_list */ nbest->n_hyp_tried++; total_score = newpath->score + newpath->node->info.rem_score; /* First see if hyp would be worse than the worst */ if (nbest->n_path >= MAX_PATHS) { tail_score = nbest->path_tail->score + nbest->path_tail->node->info.rem_score; if (total_score < tail_score) { listelem_free(nbest->latpath_alloc, newpath); nbest->n_hyp_reject++; continue; } } path_insert(nbest, newpath, total_score); } } ps_astar_t * ps_astar_start(ps_lattice_t *dag, ngram_model_t *lmset, float32 lwf, int sf, int ef, int w1, int w2) { ps_astar_t *nbest; ps_latnode_t *node; nbest = ckd_calloc(1, sizeof(*nbest)); nbest->dag = dag; nbest->lmset = lmset; nbest->lwf = lwf; nbest->sf = sf; if (ef < 0) nbest->ef = dag->n_frames + 1; else nbest->ef = ef; nbest->w1 = w1; nbest->w2 = w2; nbest->latpath_alloc = listelem_alloc_init(sizeof(ps_latpath_t)); /* Initialize rem_score (A* heuristic) to default values */ for (node = dag->nodes; node; node = node->next) { if (node == dag->end) node->info.rem_score = 0; else if (node->exits == NULL) node->info.rem_score = WORST_SCORE; else node->info.rem_score = 1; /* +ve => unknown value */ } /* Create initial partial hypotheses list consisting of nodes starting at sf */ nbest->path_list = nbest->path_tail = NULL; for (node = dag->nodes; node; node = node->next) { if (node->sf == sf) { ps_latpath_t *path; int32 n_used; best_rem_score(nbest, node); path = listelem_malloc(nbest->latpath_alloc); path->node = node; path->parent = NULL; if (nbest->lmset) path->score = nbest->lwf * ((w1 < 0) ? ngram_bg_score(nbest->lmset, node->basewid, w2, &n_used) : ngram_tg_score(nbest->lmset, node->basewid, w2, w1, &n_used)); else path->score = 0; path->score >>= SENSCR_SHIFT; path_insert(nbest, path, path->score + node->info.rem_score); } } return nbest; } ps_latpath_t * ps_astar_next(ps_astar_t *nbest) { ps_lattice_t *dag; dag = nbest->dag; /* Pop the top (best) partial hypothesis */ while ((nbest->top = nbest->path_list) != NULL) { nbest->path_list = nbest->path_list->next; if (nbest->top == nbest->path_tail) nbest->path_tail = NULL; nbest->n_path--; /* Complete hypothesis? */ if ((nbest->top->node->sf >= nbest->ef) || ((nbest->top->node == dag->end) && (nbest->ef > dag->end->sf))) { /* FIXME: Verify that it is non-empty. Also we may want * to verify that it is actually distinct from other * paths, since often this is not the case*/ return nbest->top; } else { if (nbest->top->node->fef < nbest->ef) path_extend(nbest, nbest->top); } } /* Did not find any more paths to extend. */ return NULL; } char const * ps_astar_hyp(ps_astar_t *nbest, ps_latpath_t *path) { ps_search_t *search; ps_latpath_t *p; size_t len; char *c; char *hyp; search = nbest->dag->search; /* Backtrace once to get hypothesis length. */ len = 0; for (p = path; p; p = p->parent) { if (dict_real_word(ps_search_dict(search), p->node->basewid)) { char *wstr = dict_wordstr(ps_search_dict(search), p->node->basewid); if (wstr != NULL) len += strlen(wstr) + 1; } } if (len == 0) { return NULL; } /* Backtrace again to construct hypothesis string. */ hyp = ckd_calloc(1, len); c = hyp + len - 1; for (p = path; p; p = p->parent) { if (dict_real_word(ps_search_dict(search), p->node->basewid)) { char *wstr = dict_wordstr(ps_search_dict(search), p->node->basewid); if (wstr != NULL) { len = strlen(wstr); c -= len; memcpy(c, wstr, len); if (c > hyp) { --c; *c = ' '; } } } } nbest->hyps = glist_add_ptr(nbest->hyps, hyp); return hyp; } static void ps_astar_node2itor(astar_seg_t *itor) { ps_seg_t *seg = (ps_seg_t *)itor; ps_latnode_t *node; assert(itor->cur < itor->n_nodes); node = itor->nodes[itor->cur]; if (itor->cur == itor->n_nodes - 1) seg->ef = node->lef; else seg->ef = itor->nodes[itor->cur + 1]->sf - 1; seg->word = dict_wordstr(ps_search_dict(seg->search), node->wid); seg->sf = node->sf; seg->prob = 0; /* FIXME: implement forward-backward */ } static void ps_astar_seg_free(ps_seg_t *seg) { astar_seg_t *itor = (astar_seg_t *)seg; ckd_free(itor->nodes); ckd_free(itor); } static ps_seg_t * ps_astar_seg_next(ps_seg_t *seg) { astar_seg_t *itor = (astar_seg_t *)seg; ++itor->cur; if (itor->cur == itor->n_nodes) { ps_astar_seg_free(seg); return NULL; } else { ps_astar_node2itor(itor); } return seg; } static ps_segfuncs_t ps_astar_segfuncs = { /* seg_next */ ps_astar_seg_next, /* seg_free */ ps_astar_seg_free }; ps_seg_t * ps_astar_seg_iter(ps_astar_t *astar, ps_latpath_t *path, float32 lwf) { astar_seg_t *itor; ps_latpath_t *p; int cur; /* Backtrace and make an iterator, this should look familiar by now. */ itor = ckd_calloc(1, sizeof(*itor)); itor->base.vt = &ps_astar_segfuncs; itor->base.search = astar->dag->search; itor->base.lwf = lwf; itor->n_nodes = itor->cur = 0; for (p = path; p; p = p->parent) { ++itor->n_nodes; } itor->nodes = ckd_calloc(itor->n_nodes, sizeof(*itor->nodes)); cur = itor->n_nodes - 1; for (p = path; p; p = p->parent) { itor->nodes[cur] = p->node; --cur; } ps_astar_node2itor(itor); return (ps_seg_t *)itor; } void ps_astar_finish(ps_astar_t *nbest) { gnode_t *gn; /* Free all hyps. */ for (gn = nbest->hyps; gn; gn = gnode_next(gn)) { ckd_free(gnode_ptr(gn)); } glist_free(nbest->hyps); /* Free all paths. */ listelem_alloc_free(nbest->latpath_alloc); /* Free the Henge. */ ckd_free(nbest); } pocketsphinx-5prealpha/src/libpocketsphinx/ps_lattice_internal.h0000664000175000017500000002264512504317100022572 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_lattice_internal.h Word graph search implementation */ #ifndef __PS_LATTICE_INTERNAL_H__ #define __PS_LATTICE_INTERNAL_H__ /** * Linked list of DAG link pointers. * * Because the same link structure is used for forward and reverse * links, as well as for the agenda used in bestpath search, we can't * store the list pointer inside latlink_t. We could use glist_t * here, but it wastes 4 bytes per entry on 32-bit machines. */ typedef struct latlink_list_s { ps_latlink_t *link; struct latlink_list_s *next; } latlink_list_t; /** * Word graph structure used in bestpath/nbest search. */ struct ps_lattice_s { int refcount; /**< Reference count. */ logmath_t *lmath; /**< Log-math object. */ ps_search_t *search; /**< Search (if generated by search). */ dict_t *dict; /**< Dictionary for this DAG. */ int32 silence; /**< Silence word ID. */ int32 frate; /**< Frame rate. */ ps_latnode_t *nodes; /**< List of all nodes. */ ps_latnode_t *start; /**< Starting node. */ ps_latnode_t *end; /**< Ending node. */ frame_idx_t n_frames; /**< Number of frames for this utterance. */ int32 n_nodes; /**< Number of nodes in this lattice. */ int32 final_node_ascr; /**< Acoustic score of implicit link exiting final node. */ int32 norm; /**< Normalizer for posterior probabilities. */ char *hyp_str; /**< Current hypothesis string. */ listelem_alloc_t *latnode_alloc; /**< Node allocator for this DAG. */ listelem_alloc_t *latlink_alloc; /**< Link allocator for this DAG. */ listelem_alloc_t *latlink_list_alloc; /**< List element allocator for this DAG. */ /* This will probably be replaced with a heap. */ latlink_list_t *q_head; /**< Queue of links for traversal. */ latlink_list_t *q_tail; /**< Queue of links for traversal. */ }; /** * Links between DAG nodes. * * A link corresponds to a single hypothesized instance of a word with * a given start and end point. */ struct ps_latlink_s { struct ps_latnode_s *from; /**< From node */ struct ps_latnode_s *to; /**< To node */ struct ps_latlink_s *best_prev; int32 ascr; /**< Score for from->wid (from->sf to this->ef) */ int32 path_scr; /**< Best path score from root of DAG */ frame_idx_t ef; /**< Ending frame of this word */ int32 alpha; /**< Forward probability of this link P(w,o_1^{ef}) */ int32 beta; /**< Backward probability of this link P(w|o_{ef+1}^T) */ }; /** * DAG nodes. * * A node corresponds to a number of hypothesized instances of a word * which all share the same starting point. */ struct ps_latnode_s { int32 id; /**< Unique id for this node */ int32 wid; /**< Dictionary word id */ int32 basewid; /**< Dictionary base word id */ /* FIXME: These are (ab)used to store backpointer indices, therefore they MUST be 32 bits. */ int32 fef; /**< First end frame */ int32 lef; /**< Last end frame */ frame_idx_t sf; /**< Start frame */ int16 reachable; /**< From \verbatim \endverbatim or \verbatim \endverbatim */ int32 node_id; /**< Node from fsg model, used to map lattice back to model */ union { glist_t velist; /**< List of history entries with different lmstate (tst only) */ int32 fanin; /**< Number nodes with links to this node */ int32 rem_score; /**< Estimated best score from node.sf to end */ int32 best_exit; /**< Best exit score (used for final nodes only) */ } info; latlink_list_t *exits; /**< Links out of this node */ latlink_list_t *entries; /**< Links into this node */ struct ps_latnode_s *alt; /**< Node with alternate pronunciation for this word */ struct ps_latnode_s *next; /**< Next node in DAG (no ordering implied) */ }; /** * Segmentation "iterator" for backpointer table results. */ typedef struct dag_seg_s { ps_seg_t base; /**< Base structure. */ ps_latlink_t **links; /**< Array of lattice links. */ int32 norm; /**< Normalizer for posterior probabilities. */ int16 n_links; /**< Number of lattice links. */ int16 cur; /**< Current position in bpidx. */ } dag_seg_t; /** * Partial path structure used in N-best (A*) search. * * Each partial path (latpath_t) is constructed by extending another * partial path--parent--by one node. */ typedef struct ps_latpath_s { ps_latnode_t *node; /**< Node ending this path. */ struct ps_latpath_s *parent; /**< Previous element in this path. */ struct ps_latpath_s *next; /**< Pointer to next path in list of paths. */ int32 score; /**< Exact score from start node up to node->sf. */ } ps_latpath_t; /** * A* search structure. */ typedef struct ps_astar_s { ps_lattice_t *dag; ngram_model_t *lmset; float32 lwf; frame_idx_t sf; frame_idx_t ef; int32 w1; int32 w2; int32 n_hyp_tried; int32 n_hyp_insert; int32 n_hyp_reject; int32 insert_depth; int32 n_path; ps_latpath_t *path_list; ps_latpath_t *path_tail; ps_latpath_t *top; glist_t hyps; /**< List of hypothesis strings. */ listelem_alloc_t *latpath_alloc; /**< Path allocator for N-best search. */ } ps_astar_t; /** * Segmentation "iterator" for A* search results. */ typedef struct astar_seg_s { ps_seg_t base; ps_latnode_t **nodes; int n_nodes; int cur; } astar_seg_t; /** * Construct an empty word graph with reference to a search structure. */ ps_lattice_t *ps_lattice_init_search(ps_search_t *search, int n_frame); /** * Insert penalty for fillers */ void ps_lattice_penalize_fillers(ps_lattice_t *dag, int32 silpen, int32 fillpen); /** * Remove nodes marked as unreachable. */ void ps_lattice_delete_unreachable(ps_lattice_t *dag); /** * Add an edge to the traversal queue. */ void ps_lattice_pushq(ps_lattice_t *dag, ps_latlink_t *link); /** * Remove an edge from the traversal queue. */ ps_latlink_t *ps_lattice_popq(ps_lattice_t *dag); /** * Clear and reset the traversal queue. */ void ps_lattice_delq(ps_lattice_t *dag); /** * Create a new lattice link element. */ latlink_list_t *latlink_list_new(ps_lattice_t *dag, ps_latlink_t *link, latlink_list_t *next); /** * Get hypothesis string after bestpath search. */ char const *ps_lattice_hyp(ps_lattice_t *dag, ps_latlink_t *link); /** * Get hypothesis segmentation iterator after bestpath search. */ ps_seg_t *ps_lattice_seg_iter(ps_lattice_t *dag, ps_latlink_t *link, float32 lwf); /** * Begin N-Gram based A* search on a word graph. * * @param sf Starting frame for N-best search. * @param ef Ending frame for N-best search, or -1 for last frame. * @param w1 First context word, or -1 for none. * @param w2 Second context word, or -1 for none. * @return 0 for success, <0 on error. */ ps_astar_t *ps_astar_start(ps_lattice_t *dag, ngram_model_t *lmset, float32 lwf, int sf, int ef, int w1, int w2); /** * Find next best hypothesis of A* on a word graph. * * @return a complete path, or NULL if no more hypotheses exist. */ ps_latpath_t *ps_astar_next(ps_astar_t *nbest); /** * Finish N-best search, releasing resources associated with it. */ void ps_astar_finish(ps_astar_t *nbest); /** * Get hypothesis string from A* search. */ char const *ps_astar_hyp(ps_astar_t *nbest, ps_latpath_t *path); /** * Get hypothesis segmentation from A* search. */ ps_seg_t *ps_astar_seg_iter(ps_astar_t *astar, ps_latpath_t *path, float32 lwf); #endif /* __PS_LATTICE_INTERNAL_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/fsg_search_internal.h0000664000175000017500000001207312520771215022552 00000000000000/* -*- c-basic-offset:4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * fsg_search_internal.h -- Search structures for FSG decoding. */ #ifndef __S2_FSG_SEARCH_H__ #define __S2_FSG_SEARCH_H__ /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "hmm.h" #include "fsg_history.h" #include "fsg_lextree.h" /** * Segmentation "iterator" for FSG history. */ typedef struct fsg_seg_s { ps_seg_t base; /**< Base structure. */ fsg_hist_entry_t **hist; /**< Sequence of history entries. */ int16 n_hist; /**< Number of history entries. */ int16 cur; /**< Current position in hist. */ } fsg_seg_t; /** * Implementation of FSG search (and "FSG set") structure. */ typedef struct fsg_search_s { ps_search_t base; hmm_context_t *hmmctx; /**< HMM context. */ fsg_model_t *fsg; /**< FSG model */ struct fsg_lextree_s *lextree;/**< Lextree structure for the currently active FSG */ struct fsg_history_s *history;/**< For storing the Viterbi search history */ glist_t pnode_active; /**< Those active in this frame */ glist_t pnode_active_next; /**< Those activated for the next frame */ int32 beam_orig; /**< Global pruning threshold */ int32 pbeam_orig; /**< Pruning threshold for phone transition */ int32 wbeam_orig; /**< Pruning threshold for word exit */ float32 beam_factor; /**< Dynamic/adaptive factor (<=1) applied to above beams to determine actual effective beams. For implementing absolute pruning. */ int32 beam, pbeam, wbeam; /**< Effective beams after applying beam_factor */ int32 lw, pip, wip; /**< Language weights */ frame_idx_t frame; /**< Current frame. */ uint8 final; /**< Decoding is finished for this utterance. */ uint8 bestpath; /**< Whether to run bestpath search and confidence annotation at end. */ float32 ascale; /**< Acoustic score scale for posterior probabilities. */ int32 bestscore; /**< For beam pruning */ int32 bpidx_start; /**< First history entry index this frame */ int32 ascr, lscr; /**< Total acoustic and lm score for utt */ int32 n_hmm_eval; /**< Total HMMs evaluated this utt */ int32 n_sen_eval; /**< Total senones evaluated this utt */ } fsg_search_t; /* Access macros */ #define fsg_search_frame(s) ((s)->frame) /** * Create, initialize and return a search module. */ ps_search_t *fsg_search_init(const char *name, fsg_model_t *fsg, cmd_ln_t *config, acmod_t *acmod, dict_t *dict, dict2pid_t *d2p); /** * Deallocate search structure. */ void fsg_search_free(ps_search_t *search); /** * Update FSG search module for new or updated FSGs. */ int fsg_search_reinit(ps_search_t *fsgs, dict_t *dict, dict2pid_t *d2p); /** * Prepare the FSG search structure for beginning decoding of the next * utterance. */ int fsg_search_start(ps_search_t *search); /** * Step one frame forward through the Viterbi search. */ int fsg_search_step(ps_search_t *search, int frame_idx); /** * Windup and clean the FSG search structure after utterance. */ int fsg_search_finish(ps_search_t *search); /** * Get hypothesis string from the FSG search. */ char const *fsg_search_hyp(ps_search_t *search, int32 *out_score, int32 *out_is_final); #endif pocketsphinx-5prealpha/src/libpocketsphinx/blkarray_list.h0000664000175000017500000001116212504317100021401 00000000000000/* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * blkarray_list.h -- array-based list structure, for memory and access * efficiency. * * HISTORY * * $Log: blkarray_list.h,v $ * Revision 1.1.1.1 2006/05/23 18:45:02 dhuggins * re-importation * * Revision 1.2 2004/12/10 16:48:58 rkm * Added continuous density acoustic model handling * * Revision 1.1 2004/07/16 00:57:12 egouvea * Added Ravi's implementation of FSG support. * * Revision 1.2 2004/05/27 14:22:57 rkm * FSG cross-word triphones completed (but for single-phone words) * * Revision 1.1.1.1 2004/03/01 14:30:31 rkm * * * Revision 1.1 2004/02/26 01:14:48 rkm * *** empty log message *** * * * 18-Feb-2004 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon * Started. */ #ifndef __S2_BLKARRAY_LIST_H__ #define __S2_BLKARRAY_LIST_H__ #include /* * For maintaining a (conceptual) "list" of pointers to arbitrary data. * The application is responsible for knowing the true data type. * Use an array instead of a true list for efficiency (both memory and * speed). But use a blocked (2-D) array to allow dynamic resizing at a * coarse grain. An entire block is allocated or freed, as appropriate. */ typedef struct blkarray_list_s { void ***ptr; /* ptr[][] is the user-supplied ptr */ int32 maxblks; /* size of ptr (#rows) */ int32 blksize; /* size of ptr[] (#cols, ie, size of each row) */ int32 n_valid; /* # entries actually stored in the list */ int32 cur_row; /* The current row being that has empty entry */ int32 cur_row_free; /* First entry valid within the current row */ } blkarray_list_t; /* Access macros */ #define blkarray_list_ptr(l,r,c) ((l)->ptr[r][c]) #define blkarray_list_maxblks(l) ((l)->maxblks) #define blkarray_list_blksize(l) ((l)->blksize) #define blkarray_list_n_valid(l) ((l)->n_valid) #define blkarray_list_cur_row(l) ((l)->cur_row) #define blkarray_list_cur_row_free(l) ((l)->cur_row_free) /* * Initialize and return a new blkarray_list containing an empty list * (i.e., 0 length). Sized for the given values of maxblks and blksize. * NOTE: (maxblks * blksize) should not overflow int32, but this is not * checked. * Return the allocated entry if successful, NULL if any error. */ blkarray_list_t *_blkarray_list_init (int32 maxblks, int32 blksize); /* * Like _blkarray_list_init() above, but for some default values of * maxblks and blksize. */ blkarray_list_t *blkarray_list_init ( void ); /** * Completely finalize a blkarray_list. */ void blkarray_list_free(blkarray_list_t *bl); /* * Append the given new entry (data) to the end of the list. * Return the index of the entry if successful, -1 if any error. * The returned indices are guaranteed to be successive integers (i.e., * 0, 1, 2...) for successive append operations, until the list is reset, * when they resume from 0. */ int32 blkarray_list_append (blkarray_list_t *, void *data); /* * Free all the entries in the list (using ckd_free) and reset the * list length to 0. */ void blkarray_list_reset (blkarray_list_t *); /* Gets n-th element of the array list */ void * blkarray_list_get(blkarray_list_t *, int32 n); #endif pocketsphinx-5prealpha/src/libpocketsphinx/kws_search.c0000664000175000017500000004772512560370305020711 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2013 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * kws_search.c -- Search object for key phrase spotting. */ #include #include #include #include #include #include #include #include #include "pocketsphinx_internal.h" #include "kws_search.h" /** Access macros */ #define hmm_is_active(hmm) ((hmm)->frame > 0) #define kws_nth_hmm(keyword,n) (&((keyword)->hmms[n])) static ps_lattice_t * kws_search_lattice(ps_search_t * search) { return NULL; } static int kws_search_prob(ps_search_t * search) { return 0; } static void kws_seg_free(ps_seg_t *seg) { kws_seg_t *itor = (kws_seg_t *)seg; ckd_free(itor); } static void kws_seg_fill(kws_seg_t *itor) { kws_detection_t* detection = (kws_detection_t*)gnode_ptr(itor->detection); itor->base.word = detection->keyphrase; itor->base.sf = detection->sf; itor->base.ef = detection->ef; itor->base.prob = detection->prob; itor->base.ascr = detection->ascr; itor->base.lscr = 0; } static ps_seg_t * kws_seg_next(ps_seg_t *seg) { kws_seg_t *itor = (kws_seg_t *)seg; gnode_t *detect_head = gnode_next(itor->detection); while (detect_head != NULL && ((kws_detection_t*)gnode_ptr(detect_head))->ef > itor->last_frame) detect_head = gnode_next(detect_head); itor->detection = detect_head; if (!itor->detection) { kws_seg_free(seg); return NULL; } kws_seg_fill(itor); return seg; } static ps_segfuncs_t kws_segfuncs = { /* seg_next */ kws_seg_next, /* seg_free */ kws_seg_free }; static ps_seg_t * kws_search_seg_iter(ps_search_t * search, int32 * out_score) { kws_search_t *kwss = (kws_search_t *)search; kws_seg_t *itor; gnode_t *detect_head = kwss->detections->detect_list; while (detect_head != NULL && ((kws_detection_t*)gnode_ptr(detect_head))->ef > kwss->frame - kwss->delay) detect_head = gnode_next(detect_head); if (!detect_head) return NULL; if (out_score) *out_score = 0; itor = (kws_seg_t *)ckd_calloc(1, sizeof(*itor)); itor->base.vt = &kws_segfuncs; itor->base.search = search; itor->base.lwf = 1.0; itor->detection = detect_head; itor->last_frame = kwss->frame - kwss->delay; kws_seg_fill(itor); return (ps_seg_t *)itor; } static ps_searchfuncs_t kws_funcs = { /* start: */ kws_search_start, /* step: */ kws_search_step, /* finish: */ kws_search_finish, /* reinit: */ kws_search_reinit, /* free: */ kws_search_free, /* lattice: */ kws_search_lattice, /* hyp: */ kws_search_hyp, /* prob: */ kws_search_prob, /* seg_iter: */ kws_search_seg_iter, }; /* Scans the dictionary and check if all words are present. */ static int kws_search_check_dict(kws_search_t * kwss) { dict_t *dict; char **wrdptr; char *tmp_keyphrase; int32 nwrds, wid; int keyword_iter, i; uint8 success; success = TRUE; dict = ps_search_dict(kwss); for (keyword_iter = 0; keyword_iter < kwss->n_keyphrases; keyword_iter++) { tmp_keyphrase = (char *) ckd_salloc(kwss->keyphrases[keyword_iter].word); nwrds = str2words(tmp_keyphrase, NULL, 0); wrdptr = (char **) ckd_calloc(nwrds, sizeof(*wrdptr)); str2words(tmp_keyphrase, wrdptr, nwrds); for (i = 0; i < nwrds; i++) { wid = dict_wordid(dict, wrdptr[i]); if (wid == BAD_S3WID) { E_ERROR("The word '%s' is missing in the dictionary\n", wrdptr[i]); success = FALSE; break; } } ckd_free(wrdptr); ckd_free(tmp_keyphrase); } return success; } /* Activate senones for scoring */ static void kws_search_sen_active(kws_search_t * kwss) { int i, keyword_iter; acmod_clear_active(ps_search_acmod(kwss)); /* active phone loop hmms */ for (i = 0; i < kwss->n_pl; i++) acmod_activate_hmm(ps_search_acmod(kwss), &kwss->pl_hmms[i]); /* activate hmms in active nodes */ for (keyword_iter = 0; keyword_iter < kwss->n_keyphrases; keyword_iter++) { kws_keyword_t *keyword = &kwss->keyphrases[keyword_iter]; for (i = 0; i < keyword->n_hmms; i++) { if (hmm_is_active(kws_nth_hmm(keyword, i))) acmod_activate_hmm(ps_search_acmod(kwss), kws_nth_hmm(keyword, i)); } } } /* * Evaluate all the active HMMs. * (Executed once per frame.) */ static void kws_search_hmm_eval(kws_search_t * kwss, int16 const *senscr) { int32 i, keyword_iter; int32 bestscore = WORST_SCORE; hmm_context_set_senscore(kwss->hmmctx, senscr); /* evaluate hmms from phone loop */ for (i = 0; i < kwss->n_pl; ++i) { hmm_t *hmm = &kwss->pl_hmms[i]; int32 score; score = hmm_vit_eval(hmm); if (score BETTER_THAN bestscore) bestscore = score; } /* evaluate hmms for active nodes */ for (keyword_iter = 0; keyword_iter < kwss->n_keyphrases; keyword_iter++) { kws_keyword_t *keyword = &kwss->keyphrases[keyword_iter]; for (i = 0; i < keyword->n_hmms; i++) { hmm_t *hmm = kws_nth_hmm(keyword, i); if (hmm_is_active(hmm)) { int32 score; score = hmm_vit_eval(hmm); if (score BETTER_THAN bestscore) bestscore = score; } } } kwss->bestscore = bestscore; } /* * (Beam) prune the just evaluated HMMs, determine which ones remain * active. Executed once per frame. */ static void kws_search_hmm_prune(kws_search_t * kwss) { int32 thresh, i, keyword_iter; thresh = kwss->bestscore + kwss->beam; for (keyword_iter = 0; keyword_iter < kwss->n_keyphrases; keyword_iter++) { kws_keyword_t *keyword = &kwss->keyphrases[keyword_iter]; for (i = 0; i < keyword->n_hmms; i++) { hmm_t *hmm = kws_nth_hmm(keyword, i); if (hmm_is_active(hmm) && hmm_bestscore(hmm) < thresh) hmm_clear(hmm); } } } /** * Do phone transitions */ static void kws_search_trans(kws_search_t * kwss) { hmm_t *pl_best_hmm = NULL; int32 best_out_score = WORST_SCORE; int i, keyword_iter; /* select best hmm in phone-loop to be a predecessor */ for (i = 0; i < kwss->n_pl; i++) if (hmm_out_score(&kwss->pl_hmms[i]) BETTER_THAN best_out_score) { best_out_score = hmm_out_score(&kwss->pl_hmms[i]); pl_best_hmm = &kwss->pl_hmms[i]; } /* out probs are not ready yet */ if (!pl_best_hmm) return; /* Check whether keyword wasn't spotted yet */ for (keyword_iter = 0; keyword_iter < kwss->n_keyphrases; keyword_iter++) { kws_keyword_t *keyword; hmm_t *last_hmm; keyword = &kwss->keyphrases[keyword_iter]; last_hmm = kws_nth_hmm(keyword, keyword->n_hmms - 1); if (hmm_is_active(last_hmm) && hmm_out_score(pl_best_hmm) BETTER_THAN WORST_SCORE) { if (hmm_out_score(last_hmm) - hmm_out_score(pl_best_hmm) >= keyword->threshold) { int32 prob = hmm_out_score(last_hmm) - hmm_out_score(pl_best_hmm); kws_detections_add(kwss->detections, keyword->word, hmm_out_history(last_hmm), kwss->frame, prob, hmm_out_score(last_hmm)); } /* keyword is spotted */ } /* last hmm of keyword is active */ } /* keywords loop */ /* Make transition for all phone loop hmms */ for (i = 0; i < kwss->n_pl; i++) { if (hmm_out_score(pl_best_hmm) + kwss->plp BETTER_THAN hmm_in_score(&kwss->pl_hmms[i])) { hmm_enter(&kwss->pl_hmms[i], hmm_out_score(pl_best_hmm) + kwss->plp, hmm_out_history(pl_best_hmm), kwss->frame + 1); } } /* Activate new keyword nodes, enter their hmms */ for (keyword_iter = 0; keyword_iter < kwss->n_keyphrases; keyword_iter++) { kws_keyword_t *keyword = &kwss->keyphrases[keyword_iter]; for (i = keyword->n_hmms - 1; i > 0; i--) { hmm_t *pred_hmm = kws_nth_hmm(keyword, i - 1); hmm_t *hmm = kws_nth_hmm(keyword, i); if (hmm_is_active(pred_hmm)) { if (!hmm_is_active(hmm) || hmm_out_score(pred_hmm) BETTER_THAN hmm_in_score(hmm)) hmm_enter(hmm, hmm_out_score(pred_hmm), hmm_out_history(pred_hmm), kwss->frame + 1); } } /* Enter keyword start node from phone loop */ if (hmm_out_score(pl_best_hmm) BETTER_THAN hmm_in_score(kws_nth_hmm(keyword, 0))) hmm_enter(kws_nth_hmm(keyword, 0), hmm_out_score(pl_best_hmm), kwss->frame, kwss->frame + 1); } /* keywords loop */ } static int kws_search_read_list(kws_search_t *kwss, const char* keyfile) { FILE *list_file; lineiter_t *li; char *line; int i; if ((list_file = fopen(keyfile, "r")) == NULL) { E_ERROR_SYSTEM("Failed to open keyword file '%s'", keyfile); return -1; } /* count keyphrases */ kwss->n_keyphrases = 0; for (li = lineiter_start(list_file); li; li = lineiter_next(li)) if (li->len > 0) kwss->n_keyphrases++; kwss->keyphrases = (kws_keyword_t *)ckd_calloc(kwss->n_keyphrases, sizeof(*kwss->keyphrases)); fseek(list_file, 0L, SEEK_SET); /* read keyphrases */ for (li = lineiter_start(list_file), i=0; li; li = lineiter_next(li), i++) { size_t begin, end; kwss->keyphrases[i].threshold = kwss->def_threshold; line = string_trim(li->buf, STRING_BOTH); end = strlen(line) - 1; begin = end - 1; if (line[end] == '/') { while (line[begin] != '/' && begin > 0) begin--; line[end] = 0; line[begin] = 0; kwss->keyphrases[i].threshold = (int32) logmath_log(kwss->base.acmod->lmath, atof_c(line + begin + 1)) >> SENSCR_SHIFT; } kwss->keyphrases[i].word = ckd_salloc(line); } fclose(list_file); return 0; } ps_search_t * kws_search_init(const char *name, const char *keyphrase, const char *keyfile, cmd_ln_t * config, acmod_t * acmod, dict_t * dict, dict2pid_t * d2p) { kws_search_t *kwss = (kws_search_t *) ckd_calloc(1, sizeof(*kwss)); ps_search_init(ps_search_base(kwss), &kws_funcs, PS_SEARCH_TYPE_KWS, name, config, acmod, dict, d2p); kwss->detections = (kws_detections_t *)ckd_calloc(1, sizeof(*kwss->detections)); kwss->beam = (int32) logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-beam")) >> SENSCR_SHIFT; kwss->plp = (int32) logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-kws_plp")) >> SENSCR_SHIFT; kwss->def_threshold = (int32) logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-kws_threshold")) >> SENSCR_SHIFT; kwss->delay = (int32) cmd_ln_int32_r(config, "-kws_delay"); E_INFO("KWS(beam: %d, plp: %d, default threshold %d, delay %d)\n", kwss->beam, kwss->plp, kwss->def_threshold, kwss->delay); if (keyfile) { if (kws_search_read_list(kwss, keyfile) < 0) { E_ERROR("Failed to create kws search\n"); kws_search_free(ps_search_base(kwss)); return NULL; } } else { kwss->n_keyphrases = 1; kwss->keyphrases = (kws_keyword_t *)ckd_calloc(kwss->n_keyphrases, sizeof(*kwss->keyphrases)); kwss->keyphrases[0].threshold = kwss->def_threshold; kwss->keyphrases[0].word = ckd_salloc(keyphrase); } /* Check if all words are in dictionary */ if (!kws_search_check_dict(kwss)) { kws_search_free(ps_search_base(kwss)); return NULL; } /* Reinit for provided keyword */ if (kws_search_reinit(ps_search_base(kwss), ps_search_dict(kwss), ps_search_dict2pid(kwss)) < 0) { ps_search_free(ps_search_base(kwss)); return NULL; } return ps_search_base(kwss); } void kws_search_free(ps_search_t * search) { int i; kws_search_t *kwss; kwss = (kws_search_t *) search; ps_search_base_free(search); hmm_context_free(kwss->hmmctx); kws_detections_reset(kwss->detections); ckd_free(kwss->detections); ckd_free(kwss->pl_hmms); for (i = 0; i < kwss->n_keyphrases; i++) { ckd_free(kwss->keyphrases[i].hmms); ckd_free(kwss->keyphrases[i].word); } ckd_free(kwss->keyphrases); ckd_free(kwss); } int kws_search_reinit(ps_search_t * search, dict_t * dict, dict2pid_t * d2p) { char **wrdptr; char *tmp_keyphrase; int32 wid, pronlen; int32 n_hmms, n_wrds; int32 ssid, tmatid; int i, j, p, keyword_iter; kws_search_t *kwss = (kws_search_t *) search; bin_mdef_t *mdef = search->acmod->mdef; int32 silcipid = bin_mdef_silphone(mdef); /* Free old dict2pid, dict */ ps_search_base_reinit(search, dict, d2p); /* Initialize HMM context. */ if (kwss->hmmctx) hmm_context_free(kwss->hmmctx); kwss->hmmctx = hmm_context_init(bin_mdef_n_emit_state(search->acmod->mdef), search->acmod->tmat->tp, NULL, search->acmod->mdef->sseq); if (kwss->hmmctx == NULL) return -1; /* Initialize phone loop HMMs. */ if (kwss->pl_hmms) { for (i = 0; i < kwss->n_pl; ++i) hmm_deinit((hmm_t *) & kwss->pl_hmms[i]); ckd_free(kwss->pl_hmms); } kwss->n_pl = bin_mdef_n_ciphone(search->acmod->mdef); kwss->pl_hmms = (hmm_t *) ckd_calloc(kwss->n_pl, sizeof(*kwss->pl_hmms)); for (i = 0; i < kwss->n_pl; ++i) { hmm_init(kwss->hmmctx, (hmm_t *) & kwss->pl_hmms[i], FALSE, bin_mdef_pid2ssid(search->acmod->mdef, i), bin_mdef_pid2tmatid(search->acmod->mdef, i)); } for (keyword_iter = 0; keyword_iter < kwss->n_keyphrases; keyword_iter++) { kws_keyword_t *keyword = &kwss->keyphrases[keyword_iter]; /* Initialize keyphrase HMMs */ tmp_keyphrase = (char *) ckd_salloc(keyword->word); n_wrds = str2words(tmp_keyphrase, NULL, 0); wrdptr = (char **) ckd_calloc(n_wrds, sizeof(*wrdptr)); str2words(tmp_keyphrase, wrdptr, n_wrds); /* count amount of hmms */ n_hmms = 0; for (i = 0; i < n_wrds; i++) { wid = dict_wordid(dict, wrdptr[i]); pronlen = dict_pronlen(dict, wid); n_hmms += pronlen; } /* allocate node array */ if (keyword->hmms) ckd_free(keyword->hmms); keyword->hmms = (hmm_t *) ckd_calloc(n_hmms, sizeof(hmm_t)); keyword->n_hmms = n_hmms; /* fill node array */ j = 0; for (i = 0; i < n_wrds; i++) { wid = dict_wordid(dict, wrdptr[i]); pronlen = dict_pronlen(dict, wid); for (p = 0; p < pronlen; p++) { int32 ci = dict_pron(dict, wid, p); if (p == 0) { /* first phone of word */ int32 rc = pronlen > 1 ? dict_pron(dict, wid, 1) : silcipid; ssid = dict2pid_ldiph_lc(d2p, ci, rc, silcipid); } else if (p == pronlen - 1) { /* last phone of the word */ int32 lc = dict_pron(dict, wid, p - 1); xwdssid_t *rssid = dict2pid_rssid(d2p, ci, lc); int j = rssid->cimap[silcipid]; ssid = rssid->ssid[j]; } else { /* word internal phone */ ssid = dict2pid_internal(d2p, wid, p); } tmatid = bin_mdef_pid2tmatid(mdef, ci); hmm_init(kwss->hmmctx, &keyword->hmms[j], FALSE, ssid, tmatid); j++; } } ckd_free(wrdptr); ckd_free(tmp_keyphrase); } return 0; } int kws_search_start(ps_search_t * search) { int i; kws_search_t *kwss = (kws_search_t *) search; kwss->frame = 0; kwss->bestscore = 0; kws_detections_reset(kwss->detections); /* Reset and enter all phone-loop HMMs. */ for (i = 0; i < kwss->n_pl; ++i) { hmm_t *hmm = (hmm_t *) & kwss->pl_hmms[i]; hmm_clear(hmm); hmm_enter(hmm, 0, -1, 0); } return 0; } int kws_search_step(ps_search_t * search, int frame_idx) { int16 const *senscr; kws_search_t *kwss = (kws_search_t *) search; acmod_t *acmod = search->acmod; /* Activate senones */ if (!acmod->compallsen) kws_search_sen_active(kwss); /* Calculate senone scores for current frame. */ senscr = acmod_score(acmod, &frame_idx); /* Evaluate hmms in phone loop and in active keyword nodes */ kws_search_hmm_eval(kwss, senscr); /* Prune hmms with low prob */ kws_search_hmm_prune(kwss); /* Do hmms transitions */ kws_search_trans(kwss); ++kwss->frame; return 0; } int kws_search_finish(ps_search_t * search) { /* Nothing here */ return 0; } char const * kws_search_hyp(ps_search_t * search, int32 * out_score, int32 * out_is_final) { kws_search_t *kwss = (kws_search_t *) search; if (out_score) *out_score = 0; if (search->hyp_str) ckd_free(search->hyp_str); search->hyp_str = kws_detections_hyp_str(kwss->detections, kwss->frame, kwss->delay); return search->hyp_str; } char * kws_search_get_keywords(ps_search_t * search) { int i, c, len; kws_search_t *kwss; char* line; kwss = (kws_search_t *) search; len = 0; for (i = 0; i < kwss->n_keyphrases; i++) len += strlen(kwss->keyphrases[i].word); len += kwss->n_keyphrases; c = 0; line = (char *)ckd_calloc(len, sizeof(*line)); for (i = 0; i < kwss->n_keyphrases; i++) { char *keyword_str = kwss->keyphrases[i].word; memcpy(&line[c], keyword_str, strlen(keyword_str)); c += strlen(keyword_str); line[c++] = '\n'; } line[--c] = '\0'; return line; } pocketsphinx-5prealpha/src/libpocketsphinx/ms_mgau.h0000664000175000017500000001271112504317100020170 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * ms_mgau.h -- Essentially a wrapper that wrap up gauden and * senone. It supports multi-stream. * * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1997 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * HISTORY * $Log$ * Revision 1.1 2006/04/05 20:27:30 dhdfu * A Great Reorganzation of header files and executables * * Revision 1.3 2006/02/22 16:57:15 arthchan2003 * Fixed minor dox-doc issue * * Revision 1.2 2006/02/22 16:56:01 arthchan2003 * Merged from SPHINX3_5_2_RCI_IRII_BRANCH: Added ms_mgau.[ch] into the trunk. It is a wrapper of ms_gauden and ms_senone * * Revision 1.1.2.4 2005/09/25 18:55:19 arthchan2003 * Added a flag to turn on and off precomputation. * * Revision 1.1.2.3 2005/08/03 18:53:44 dhdfu * Add memory deallocation functions. Also move all the initialization * of ms_mgau_model_t into ms_mgau_init (duh!), which entails removing it * from decode_anytopo and friends. * * Revision 1.1.2.2 2005/08/02 21:05:38 arthchan2003 * 1, Added dist and mgau_active as intermediate variable for computation. 2, Added ms_cont_mgau_frame_eval, which is a multi stream version of GMM computation mainly s3.0 family of tools. 3, Fixed dox-doc. * * Revision 1.1.2.1 2005/07/20 19:37:09 arthchan2003 * Added a multi-stream cont_mgau (ms_mgau) which is a wrapper of both gauden and senone. Add ms_mgau_init and model_set_mllr. This allow eliminating 600 lines of code in decode_anytopo/align/allphone. * * * */ /** \file ms_mgau.h * * \brief (Sphinx 3.0 specific) A module that wraps up the code of * gauden and senone because they are closely related. * * At the time at Sphinx 3.1 to 3.2, Ravi has decided to rewrite only * single-stream part of the code into cont_mgau.[ch]. This marks the * beginning of historical problem of having two sets of Gaussian * distribution computation routine, one for single-stream and one of * multi-stream. * * In Sphinx 3.5, when we figure out that it is possible to allow both * 3.0 family of tools and 3.x family of tools to coexist. This * becomes one problem we found that very hard to reconcile. That is * why we currently allow two versions of the code in the code * base. This is likely to change in the future. */ #ifndef _LIBFBS_MS_CONT_MGAU_H_ #define _LIBFBS_MS_CONT_MGAU_H_ /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "acmod.h" #include "bin_mdef.h" #include "ms_gauden.h" #include "ms_senone.h" /** \struct ms_mgau_t \brief Multi-stream mixture gaussian. It is not necessary to be continr */ typedef struct { ps_mgau_t base; gauden_t* g; /**< The codebook */ senone_t* s; /**< The senone */ int topn; /**< Top-n gaussian will be computed */ /**< Intermediate used in computation */ gauden_dist_t ***dist; uint8 *mgau_active; cmd_ln_t *config; } ms_mgau_model_t; #define ms_mgau_gauden(msg) (msg->g) #define ms_mgau_senone(msg) (msg->s) #define ms_mgau_topn(msg) (msg->topn) ps_mgau_t* ms_mgau_init(acmod_t *acmod, logmath_t *lmath, bin_mdef_t *mdef); void ms_mgau_free(ps_mgau_t *g); int32 ms_cont_mgau_frame_eval(ps_mgau_t * msg, int16 *senscr, uint8 *senone_active, int32 n_senone_active, mfcc_t ** feat, int32 frame, int32 compallsen); int32 ms_mgau_mllr_transform(ps_mgau_t *s, ps_mllr_t *mllr); #endif /* _LIBFBS_MS_CONT_MGAU_H_*/ pocketsphinx-5prealpha/src/libpocketsphinx/ps_alignment.h0000664000175000017500000001212712504317656021241 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_alignment.h Multi-level alignment structure */ #ifndef __PS_ALIGNMENT_H__ #define __PS_ALIGNMENT_H__ /* System headers. */ /* SphinxBase headers. */ #include /* Local headers. */ #include "dict2pid.h" #include "hmm.h" #define PS_ALIGNMENT_NONE ((uint16)0xffff) struct ps_alignment_entry_s { union { int32 wid; struct { uint16 ssid; uint16 cipid; uint16 tmatid; } pid; uint16 senid; } id; int16 start; int16 duration; int32 score; uint16 parent; uint16 child; }; typedef struct ps_alignment_entry_s ps_alignment_entry_t; struct ps_alignment_vector_s { ps_alignment_entry_t *seq; uint16 n_ent, n_alloc; }; typedef struct ps_alignment_vector_s ps_alignment_vector_t; struct ps_alignment_s { dict2pid_t *d2p; ps_alignment_vector_t word; ps_alignment_vector_t sseq; ps_alignment_vector_t state; }; typedef struct ps_alignment_s ps_alignment_t; struct ps_alignment_iter_s { ps_alignment_t *al; ps_alignment_vector_t *vec; int pos; }; typedef struct ps_alignment_iter_s ps_alignment_iter_t; /** * Create a new, empty alignment. */ ps_alignment_t *ps_alignment_init(dict2pid_t *d2p); /** * Release an alignment */ int ps_alignment_free(ps_alignment_t *al); /** * Append a word. */ int ps_alignment_add_word(ps_alignment_t *al, int32 wid, int duration); /** * Populate lower layers using available word information. */ int ps_alignment_populate(ps_alignment_t *al); /** * Populate lower layers using context-independent phones. */ int ps_alignment_populate_ci(ps_alignment_t *al); /** * Propagate timing information up from state sequence. */ int ps_alignment_propagate(ps_alignment_t *al); /** * Number of words. */ int ps_alignment_n_words(ps_alignment_t *al); /** * Number of phones. */ int ps_alignment_n_phones(ps_alignment_t *al); /** * Number of states. */ int ps_alignment_n_states(ps_alignment_t *al); /** * Iterate over the alignment starting at the first word. */ ps_alignment_iter_t *ps_alignment_words(ps_alignment_t *al); /** * Iterate over the alignment starting at the first phone. */ ps_alignment_iter_t *ps_alignment_phones(ps_alignment_t *al); /** * Iterate over the alignment starting at the first state. */ ps_alignment_iter_t *ps_alignment_states(ps_alignment_t *al); /** * Get the alignment entry pointed to by an iterator. */ ps_alignment_entry_t *ps_alignment_iter_get(ps_alignment_iter_t *itor); /** * Move alignment iterator to given index. */ ps_alignment_iter_t *ps_alignment_iter_goto(ps_alignment_iter_t *itor, int pos); /** * Move an alignment iterator forward. */ ps_alignment_iter_t *ps_alignment_iter_next(ps_alignment_iter_t *itor); /** * Move an alignment iterator back. */ ps_alignment_iter_t *ps_alignment_iter_prev(ps_alignment_iter_t *itor); /** * Get a new iterator starting at the parent of the current node. */ ps_alignment_iter_t *ps_alignment_iter_up(ps_alignment_iter_t *itor); /** * Get a new iterator starting at the first child of the current node. */ ps_alignment_iter_t *ps_alignment_iter_down(ps_alignment_iter_t *itor); /** * Release an iterator before completing all iterations. */ int ps_alignment_iter_free(ps_alignment_iter_t *itor); #endif /* __PS_ALIGNMENT_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/Makefile.am0000664000175000017500000000302512504317100020421 00000000000000ARCH = `uname -m | sed s/i.86/i386/`_`uname -s | tr A-Z a-z` lib_LTLIBRARIES = libpocketsphinx.la libpocketsphinx_la_LDFLAGS = -version-info 3:0:0 -lm libpocketsphinx_la_SOURCES = \ acmod.c \ bin_mdef.c \ blkarray_list.c \ dict.c \ dict2pid.c \ fsg_history.c \ fsg_lextree.c \ fsg_search.c \ allphone_search.c \ kws_search.c \ kws_detections.c \ hmm.c \ mdef.c \ ms_gauden.c \ ms_mgau.c \ ms_senone.c \ ngram_search.c \ ngram_search_fwdtree.c \ ngram_search_fwdflat.c \ phone_loop_search.c \ ps_alignment.c \ ps_lattice.c \ ps_mllr.c \ ptm_mgau.c \ s2_semi_mgau.c \ state_align_search.c \ tmat.c \ vector.c \ pocketsphinx.c noinst_HEADERS = \ pocketsphinx_internal.h \ acmod.h \ ngram_search.h \ bin_mdef.h \ blkarray_list.h \ dict.h \ dict2pid.h \ fsg_history.h \ fsg_lextree.h \ fsg_search_internal.h \ allphone_search.h \ kws_search.h \ kws_detections.h \ hmm.h \ mdef.h \ ms_gauden.h \ ms_mgau.h \ ms_senone.h \ ngram_search.h \ ngram_search_fwdtree.h \ ngram_search_fwdflat.h \ phone_loop_search.h \ ps_alignment.h \ ps_lattice_internal.h \ ptm_mgau.h \ s2_semi_mgau.h \ s3types.h \ state_align_search.h \ tied_mgau_common.h \ tmat.h \ vector.h AM_CFLAGS =\ -I$(top_srcdir)/include \ -I$(top_builddir)/include \ -DMODELDIR=\"${prefix}/share/pocketsphinx/model\" pocketsphinx-5prealpha/src/libpocketsphinx/ngram_search.h0000664000175000017500000003652112520771215021207 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ngram_search.h N-Gram based multi-pass search ("FBS") */ #ifndef __NGRAM_SEARCH_H__ #define __NGRAM_SEARCH_H__ /* SphinxBase headers. */ #include #include #include #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "hmm.h" /** * Lexical tree node data type. * * Not the first HMM for words, which multiplex HMMs based on * different left contexts. This structure is used both in the * dynamic HMM tree structure and in the per-word last-phone right * context fanout. */ typedef struct chan_s { hmm_t hmm; /**< Basic HMM structure. This *must* be first in the structure because chan_t and root_chan_t are sometimes used interchangeably */ struct chan_s *next; /**< first descendant of this channel; or, in the case of the last phone of a word, the next alternative right context channel */ struct chan_s *alt; /**< sibling; i.e., next descendant of parent HMM */ int32 ciphone; /**< ciphone for this node */ union { int32 penult_phn_wid; /**< list of words whose last phone follows this one; this field indicates the first of the list; the rest must be built up in a separate array. Used only within HMM tree. -1 if none */ int32 rc_id; /**< right-context id for last phone of words */ } info; } chan_t; /** * Lexical tree node data type for the first phone (root) of each dynamic HMM tree * structure. * * Each state may have a different parent static HMM. Most fields are * similar to those in chan_t. */ typedef struct root_chan_s { hmm_t hmm; /**< Basic HMM structure. This *must* be first in the structure because chan_t and root_chan_t are sometimes used interchangeably. */ chan_t *next; /**< first descendant of this channel */ int32 penult_phn_wid; int32 this_phn_wid; /**< list of words consisting of this single phone; actually the first of the list, like penult_phn_wid; -1 if none */ int16 ciphone; /**< first ciphone of this node; all words rooted at this node begin with this ciphone */ int16 ci2phone; /**< second ciphone of this node; one root HMM for each unique right context */ } root_chan_t; /** * Back pointer table (forward pass lattice; actually a tree) */ typedef struct bptbl_s { frame_idx_t frame; /**< start or end frame */ uint8 valid; /**< For absolute pruning */ uint8 refcnt; /**< Reference count (number of successors) */ int32 wid; /**< Word index */ int32 bp; /**< Back Pointer */ int32 score; /**< Score (best among all right contexts) */ int32 s_idx; /**< Start of BScoreStack for various right contexts*/ int32 real_wid; /**< wid of this or latest predecessor real word */ int32 prev_real_wid; /**< wid of second-last real word */ int16 last_phone; /**< last phone of this word */ int16 last2_phone; /**< next-to-last phone of this word */ } bptbl_t; /** * Segmentation "iterator" for backpointer table results. */ typedef struct bptbl_seg_s { ps_seg_t base; /**< Base structure. */ int32 *bpidx; /**< Sequence of backpointer IDs. */ int16 n_bpidx; /**< Number of backpointer IDs. */ int16 cur; /**< Current position in bpidx. */ } bptbl_seg_t; /* * Candidates words for entering their last phones. Cleared and rebuilt in each * frame. * NOTE: candidates can only be multi-phone, real dictionary words. */ typedef struct lastphn_cand_s { int32 wid; int32 score; int32 bp; int32 next; /* next candidate starting at the same frame */ } lastphn_cand_t; /* * Since the same instance of a word (i.e., ) reaches its last * phone several times, we can compute its best BP and LM transition score info * just the first time and cache it for future occurrences. Structure for such * a cache. */ typedef struct { int32 sf; /* Start frame */ int32 dscr; /* Delta-score upon entering last phone */ int32 bp; /* Best BP */ } last_ltrans_t; #define CAND_SF_ALLOCSIZE 32 typedef struct { int32 bp_ef; int32 cand; } cand_sf_t; /* * Structure for reorganizing the BP table entries in the current frame according * to distinct right context ci-phones. Each entry contains the best BP entry for * a given right context. Each successor word will pick up the correct entry based * on its first ci-phone. */ typedef struct bestbp_rc_s { int32 score; int32 path; /* BP table index corresponding to this entry */ int32 lc; /* right most ci-phone of above BP entry word */ } bestbp_rc_t; #define NO_BP -1 /** * Various statistics for profiling. */ typedef struct ngram_search_stats_s { int32 n_phone_eval; int32 n_root_chan_eval; int32 n_nonroot_chan_eval; int32 n_last_chan_eval; int32 n_word_lastchan_eval; int32 n_lastphn_cand_utt; int32 n_fwdflat_chan; int32 n_fwdflat_words; int32 n_fwdflat_word_transition; int32 n_senone_active_utt; } ngram_search_stats_t; /** * N-Gram search module structure. */ struct ngram_search_s { ps_search_t base; ngram_model_t *lmset; /**< Set of language models. */ hmm_context_t *hmmctx; /**< HMM context. */ /* Flags to quickly indicate which passes are enabled. */ uint8 fwdtree; uint8 fwdflat; uint8 bestpath; /* State of procesing. */ uint8 done; /* Allocators */ listelem_alloc_t *chan_alloc; /**< For chan_t */ listelem_alloc_t *root_chan_alloc; /**< For root_chan_t */ listelem_alloc_t *latnode_alloc; /**< For latnode_t */ /** * Search structure of HMM instances. * * The word triphone sequences (HMM instances) are transformed * into tree structures, one tree per unique left triphone in the * entire dictionary (actually diphone, since its left context * varies dyamically during the search process). The entire set * of trees of channels is allocated once and for all during * initialization (since dynamic management of active CHANs is * time consuming), with one exception: the last phones of words, * that need multiple right context modelling, are not maintained * in this static structure since there are too many of them and * few are active at any time. Instead they are maintained as * linked lists of CHANs, one list per word, and each CHAN in this * set is allocated only on demand and freed if inactive. */ root_chan_t *root_chan; /**< Roots of search tree. */ int32 n_root_chan_alloc; /**< Number of root_chan allocated */ int32 n_root_chan; /**< Number of valid root_chan */ int32 n_nonroot_chan; /**< Number of valid non-root channels */ int32 max_nonroot_chan; /**< Maximum possible number of non-root channels */ root_chan_t *rhmm_1ph; /**< Root HMMs for single-phone words */ /** * Channels associated with a given word (only used for right * contexts, single-phone words in fwdtree search, and word HMMs * in fwdflat search). WARNING: For single-phone words and * fwdflat search, this actually contains pointers to root_chan_t, * which are allocated using root_chan_alloc. This is a * suboptimal state of affairs. */ chan_t **word_chan; bitvec_t *word_active; /**< array of active flags for all words. */ /** * Each node in the HMM tree structure may point to a set of words * whose last phone would follow that node in the tree structure * (but is not included in the tree structure for reasons * explained above). The channel node points to one word in this * set of words. The remaining words are linked through * homophone_set[]. * * Single-phone words are not represented in the HMM tree; they * are kept in word_chan. * * Specifically, homophone_set[w] = wid of next word in the same * set as w. */ int32 *homophone_set; int32 *single_phone_wid; /**< list of single-phone word ids */ int32 n_1ph_words; /**< Number single phone words in dict (total) */ int32 n_1ph_LMwords; /**< Number single phone dict words also in LM; these come first in single_phone_wid */ /** * Array of active channels for current and next frame. * * In any frame, only some HMM tree nodes are active. * active_chan_list[f mod 2] = list of nonroot channels in the HMM * tree active in frame f. */ chan_t ***active_chan_list; int32 n_active_chan[2]; /**< Number entries in active_chan_list */ /** * Array of active multi-phone words for current and next frame. * * Similarly to active_chan_list, active_word_list[f mod 2] = list * of word ids for which active channels exist in word_chan in * frame f. * * Statically allocated single-phone words are always active and * should not appear in this list. */ int32 **active_word_list; int32 n_active_word[2]; /**< Number entries in active_word_list */ /* * FIXME: Document all of these bits. */ lastphn_cand_t *lastphn_cand; int32 n_lastphn_cand; last_ltrans_t *last_ltrans; /* one per word */ int32 cand_sf_alloc; cand_sf_t *cand_sf; bestbp_rc_t *bestbp_rc; bptbl_t *bp_table; /* Forward pass lattice */ int32 bpidx; /* First free BPTable entry */ int32 bp_table_size; int32 *bscore_stack; /* Score stack for all possible right contexts */ int32 bss_head; /* First free BScoreStack entry */ int32 bscore_stack_size; int32 n_frame_alloc; /**< Number of frames allocated in bp_table_idx and friends. */ int32 n_frame; /**< Number of frames actually present. */ int32 *bp_table_idx; /* First BPTable entry for each frame */ int32 *word_lat_idx; /* BPTable index for any word in current frame; cleared before each frame */ /* * Flat lexicon (2nd pass) search stuff. */ ps_latnode_t **frm_wordlist; /**< List of active words in each frame. */ int32 *fwdflat_wordlist; /**< List of active word IDs for utterance. */ bitvec_t *expand_word_flag; int32 *expand_word_list; int32 n_expand_words; int32 min_ef_width; int32 max_sf_win; float32 fwdflat_fwdtree_lw_ratio; int32 best_score; /**< Best Viterbi path score. */ int32 last_phone_best_score; /**< Best Viterbi path score for last phone. */ int32 renormalized; /* * DAG (3rd pass) search stuff. */ float32 bestpath_fwdtree_lw_ratio; float32 ascale; /**< Acoustic score scale for posterior probabilities. */ ngram_search_stats_t st; /**< Various statistics for profiling. */ ptmr_t fwdtree_perf; ptmr_t fwdflat_perf; ptmr_t bestpath_perf; int32 n_tot_frame; /* A collection of beam widths. */ int32 beam; int32 dynamic_beam; int32 pbeam; int32 wbeam; int32 lpbeam; int32 lponlybeam; int32 fwdflatbeam; int32 fwdflatwbeam; int32 fillpen; int32 silpen; int32 wip; int32 nwpen; int32 pip; int32 maxwpf; int32 maxhmmpf; }; typedef struct ngram_search_s ngram_search_t; /** * Initialize the N-Gram search module. */ ps_search_t *ngram_search_init(const char *name, ngram_model_t *lm, cmd_ln_t *config, acmod_t *acmod, dict_t *dict, dict2pid_t *d2p); /** * Finalize the N-Gram search module. */ void ngram_search_free(ps_search_t *ngs); /** * Record the current frame's index in the backpointer table. * * @return the current backpointer index. */ int ngram_search_mark_bptable(ngram_search_t *ngs, int frame_idx); /** * Enter a word in the backpointer table. */ void ngram_search_save_bp(ngram_search_t *ngs, int frame_idx, int32 w, int32 score, int32 path, int32 rc); /** * Allocate last phone channels for all possible right contexts for word w. */ void ngram_search_alloc_all_rc(ngram_search_t *ngs, int32 w); /** * Allocate last phone channels for all possible right contexts for word w. */ void ngram_search_free_all_rc(ngram_search_t *ngs, int32 w); /** * Find the best word exit for the current frame in the backpointer table. * * @return the backpointer index of the best word exit. */ int ngram_search_find_exit(ngram_search_t *ngs, int frame_idx, int32 *out_best_score, int32 *out_is_final); /** * Backtrace from a given backpointer index to obtain a word hypothesis. * * @return a read-only string with the best hypothesis. */ char const *ngram_search_bp_hyp(ngram_search_t *ngs, int bpidx); /** * Compute language and acoustic scores for backpointer table entries. */ void ngram_compute_seg_scores(ngram_search_t *ngs, float32 lwf); /** * Construct a word lattice from the current hypothesis. */ ps_lattice_t *ngram_search_lattice(ps_search_t *search); /** * Get the exit score for a backpointer entry with a given right context. */ int32 ngram_search_exit_score(ngram_search_t *ngs, bptbl_t *pbe, int rcphone); /** * Sets the global language model. * * Sets the language model to use if nothing was passed in configuration */ void ngram_search_set_lm(ngram_model_t *lm); #endif /* __NGRAM_SEARCH_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/dict2pid.h0000664000175000017500000001347212504317100020247 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2014 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ #ifndef _S3_DICT2PID_H_ #define _S3_DICT2PID_H_ /* System headers. */ #include /* SphinxBase headers. */ #include #include /* Local headers. */ #include "s3types.h" #include "bin_mdef.h" #include "dict.h" /** \file dict2pid.h * \brief Building triphones for a dictionary. * * This is one of the more complicated parts of a cross-word * triphone model decoder. The first and last phones of each word * get their left and right contexts, respectively, from other * words. For single-phone words, both its contexts are from other * words, simultaneously. As these words are not known beforehand, * life gets complicated. */ #ifdef __cplusplus extern "C" { #endif /** * \struct xwdssid_t * \brief cross word triphone model structure */ typedef struct { s3ssid_t *ssid; /**< Senone Sequence ID list for all context ciphones */ s3cipid_t *cimap; /**< Index into ssid[] above for each ci phone */ int32 n_ssid; /**< #Unique ssid in above, compressed ssid list */ } xwdssid_t; /** \struct dict2pid_t \brief Building composite triphone (as well as word internal triphones) with the dictionary. */ typedef struct { int refcount; bin_mdef_t *mdef; /**< Model definition, used to generate internal ssids on the fly. */ dict_t *dict; /**< Dictionary this table refers to. */ /*Notice the order of the arguments */ /* FIXME: This is crying out for compression - in Mandarin we have * 180 context independent phones, which makes this an 11MB * array. */ s3ssid_t ***ldiph_lc; /**< For multi-phone words, [base][rc][lc] -> ssid; filled out for word-initial base x rc combinations in current vocabulary */ xwdssid_t **rssid; /**< Right context state sequence id table First dimension: base phone, Second dimension: left context. */ s3ssid_t ***lrdiph_rc; /**< For single-phone words, [base][lc][rc] -> ssid; filled out for single-phone base x lc combinations in current vocabulary */ xwdssid_t **lrssid; /**< Left-Right context state sequence id table First dimension: base phone, Second dimension: left context. */ } dict2pid_t; /** Access macros; not designed for arbitrary use */ #define dict2pid_rssid(d,ci,lc) (&(d)->rssid[ci][lc]) #define dict2pid_ldiph_lc(d,b,r,l) ((d)->ldiph_lc[b][r][l]) #define dict2pid_lrdiph_rc(d,b,l,r) ((d)->lrdiph_rc[b][l][r]) /** * Build the dict2pid structure for the given model/dictionary */ dict2pid_t *dict2pid_build(bin_mdef_t *mdef, /**< A model definition*/ dict_t *dict /**< An initialized dictionary */ ); /** * Retain a pointer to dict2pid */ dict2pid_t *dict2pid_retain(dict2pid_t *d2p); /** * Free the memory dict2pid structure */ int dict2pid_free(dict2pid_t *d2p /**< In: the d2p */ ); /** * Return the senone sequence ID for the given word position. */ s3ssid_t dict2pid_internal(dict2pid_t *d2p, int32 wid, int pos); /** * Add a word to the dict2pid structure (after adding it to dict). */ int dict2pid_add_word(dict2pid_t *d2p, int32 wid); /** * For debugging */ void dict2pid_dump(FILE *fp, /**< In: a file pointer */ dict2pid_t *d2p /**< In: a dict2pid_t structure */ ); /** Report a dict2pid data structure */ void dict2pid_report(dict2pid_t *d2p /**< In: a dict2pid_t structure */ ); /** * Get number of rc */ int32 get_rc_nssid(dict2pid_t *d2p, /**< In: a dict2pid */ s3wid_t w /**< In: a wid */ ); /** * Get RC map */ s3cipid_t* dict2pid_get_rcmap(dict2pid_t *d2p, /**< In: a dict2pid */ s3wid_t w /**< In: a wid */ ); #ifdef __cplusplus } #endif #endif pocketsphinx-5prealpha/src/libpocketsphinx/dict2pid.c0000664000175000017500000004633112504317100020242 00000000000000/* -*- c-basic-offset:4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ #include #include "dict2pid.h" #include "hmm.h" /** * @file dict2pid.c - dictionary word to senone sequence mappings */ void compress_table(s3ssid_t * uncomp_tab, s3ssid_t * com_tab, s3cipid_t * ci_map, int32 n_ci) { int32 found; int32 r; int32 tmp_r; for (r = 0; r < n_ci; r++) { com_tab[r] = BAD_S3SSID; ci_map[r] = BAD_S3CIPID; } /** Compress this map */ for (r = 0; r < n_ci; r++) { found = 0; for (tmp_r = 0; tmp_r < r && com_tab[tmp_r] != BAD_S3SSID; tmp_r++) { /* If it appears before, just filled in cimap; */ if (uncomp_tab[r] == com_tab[tmp_r]) { found = 1; ci_map[r] = tmp_r; break; } } if (found == 0) { com_tab[tmp_r] = uncomp_tab[r]; ci_map[r] = tmp_r; } } } static void compress_right_context_tree(dict2pid_t * d2p, s3ssid_t ***rdiph_rc) { int32 n_ci; int32 b, l, r; s3ssid_t *rmap; s3ssid_t *tmpssid; s3cipid_t *tmpcimap; bin_mdef_t *mdef = d2p->mdef; size_t alloc; n_ci = mdef->n_ciphone; tmpssid = ckd_calloc(n_ci, sizeof(s3ssid_t)); tmpcimap = ckd_calloc(n_ci, sizeof(s3cipid_t)); d2p->rssid = (xwdssid_t **) ckd_calloc(mdef->n_ciphone, sizeof(xwdssid_t *)); alloc = mdef->n_ciphone * sizeof(xwdssid_t *); for (b = 0; b < n_ci; b++) { d2p->rssid[b] = (xwdssid_t *) ckd_calloc(mdef->n_ciphone, sizeof(xwdssid_t)); alloc += mdef->n_ciphone * sizeof(xwdssid_t); for (l = 0; l < n_ci; l++) { rmap = rdiph_rc[b][l]; compress_table(rmap, tmpssid, tmpcimap, mdef->n_ciphone); for (r = 0; r < mdef->n_ciphone && tmpssid[r] != BAD_S3SSID; r++); if (tmpssid[0] != BAD_S3SSID) { d2p->rssid[b][l].ssid = ckd_calloc(r, sizeof(s3ssid_t)); memcpy(d2p->rssid[b][l].ssid, tmpssid, r * sizeof(s3ssid_t)); d2p->rssid[b][l].cimap = ckd_calloc(mdef->n_ciphone, sizeof(s3cipid_t)); memcpy(d2p->rssid[b][l].cimap, tmpcimap, (mdef->n_ciphone) * sizeof(s3cipid_t)); d2p->rssid[b][l].n_ssid = r; } else { d2p->rssid[b][l].ssid = NULL; d2p->rssid[b][l].cimap = NULL; d2p->rssid[b][l].n_ssid = 0; } } } E_INFO("Allocated %d bytes (%d KiB) for word-final triphones\n", (int)alloc, (int)alloc / 1024); ckd_free(tmpssid); ckd_free(tmpcimap); } static void compress_left_right_context_tree(dict2pid_t * d2p) { int32 n_ci; int32 b, l, r; s3ssid_t *rmap; s3ssid_t *tmpssid; s3cipid_t *tmpcimap; bin_mdef_t *mdef = d2p->mdef; size_t alloc; n_ci = mdef->n_ciphone; tmpssid = ckd_calloc(n_ci, sizeof(s3ssid_t)); tmpcimap = ckd_calloc(n_ci, sizeof(s3cipid_t)); assert(d2p->lrdiph_rc); d2p->lrssid = (xwdssid_t **) ckd_calloc(mdef->n_ciphone, sizeof(xwdssid_t *)); alloc = mdef->n_ciphone * sizeof(xwdssid_t *); for (b = 0; b < n_ci; b++) { d2p->lrssid[b] = (xwdssid_t *) ckd_calloc(mdef->n_ciphone, sizeof(xwdssid_t)); alloc += mdef->n_ciphone * sizeof(xwdssid_t); for (l = 0; l < n_ci; l++) { rmap = d2p->lrdiph_rc[b][l]; compress_table(rmap, tmpssid, tmpcimap, mdef->n_ciphone); for (r = 0; r < mdef->n_ciphone && tmpssid[r] != BAD_S3SSID; r++); if (tmpssid[0] != BAD_S3SSID) { d2p->lrssid[b][l].ssid = ckd_calloc(r, sizeof(s3ssid_t)); memcpy(d2p->lrssid[b][l].ssid, tmpssid, r * sizeof(s3ssid_t)); d2p->lrssid[b][l].cimap = ckd_calloc(mdef->n_ciphone, sizeof(s3cipid_t)); memcpy(d2p->lrssid[b][l].cimap, tmpcimap, (mdef->n_ciphone) * sizeof(s3cipid_t)); d2p->lrssid[b][l].n_ssid = r; } else { d2p->lrssid[b][l].ssid = NULL; d2p->lrssid[b][l].cimap = NULL; d2p->lrssid[b][l].n_ssid = 0; } } } /* Try to compress lrdiph_rc into lrdiph_rc_compressed */ ckd_free(tmpssid); ckd_free(tmpcimap); E_INFO("Allocated %d bytes (%d KiB) for single-phone word triphones\n", (int)alloc, (int)alloc / 1024); } /** ARCHAN, A duplicate of get_rc_npid in ctxt_table.h. I doubt whether it is correct because the compressed map has not been checked. */ int32 get_rc_nssid(dict2pid_t * d2p, s3wid_t w) { int32 pronlen; s3cipid_t b, lc; dict_t *dict = d2p->dict; pronlen = dict->word[w].pronlen; b = dict->word[w].ciphone[pronlen - 1]; if (pronlen == 1) { /* Is this true ? No known left context. But all cimaps (for any l) are identical; pick one */ /*E_INFO("Single phone word\n"); */ return (d2p->lrssid[b][0].n_ssid); } else { /* E_INFO("Multiple phone word\n"); */ lc = dict->word[w].ciphone[pronlen - 2]; return (d2p->rssid[b][lc].n_ssid); } } s3cipid_t * dict2pid_get_rcmap(dict2pid_t * d2p, s3wid_t w) { int32 pronlen; s3cipid_t b, lc; dict_t *dict = d2p->dict; pronlen = dict->word[w].pronlen; b = dict->word[w].ciphone[pronlen - 1]; if (pronlen == 1) { /* Is this true ? No known left context. But all cimaps (for any l) are identical; pick one */ /*E_INFO("Single phone word\n"); */ return (d2p->lrssid[b][0].cimap); } else { /* E_INFO("Multiple phone word\n"); */ lc = dict->word[w].ciphone[pronlen - 2]; return (d2p->rssid[b][lc].cimap); } } static void free_compress_map(xwdssid_t ** tree, int32 n_ci) { int32 b, l; for (b = 0; b < n_ci; b++) { for (l = 0; l < n_ci; l++) { ckd_free(tree[b][l].ssid); ckd_free(tree[b][l].cimap); } ckd_free(tree[b]); } ckd_free(tree); } static void populate_lrdiph(dict2pid_t *d2p, s3ssid_t ***rdiph_rc, s3cipid_t b) { bin_mdef_t *mdef = d2p->mdef; s3cipid_t l, r; for (l = 0; l < bin_mdef_n_ciphone(mdef); l++) { for (r = 0; r < bin_mdef_n_ciphone(mdef); r++) { s3pid_t p; p = bin_mdef_phone_id_nearest(mdef, (s3cipid_t) b, (s3cipid_t) l, (s3cipid_t) r, WORD_POSN_SINGLE); d2p->lrdiph_rc[b][l][r] = bin_mdef_pid2ssid(mdef, p); if (r == bin_mdef_silphone(mdef)) d2p->ldiph_lc[b][r][l] = bin_mdef_pid2ssid(mdef, p); if (rdiph_rc && l == bin_mdef_silphone(mdef)) rdiph_rc[b][l][r] = bin_mdef_pid2ssid(mdef, p); assert(IS_S3SSID(bin_mdef_pid2ssid(mdef, p))); E_DEBUG(2,("%s(%s,%s) => %d / %d\n", bin_mdef_ciphone_str(mdef, b), bin_mdef_ciphone_str(mdef, l), bin_mdef_ciphone_str(mdef, r), p, bin_mdef_pid2ssid(mdef, p))); } } } int dict2pid_add_word(dict2pid_t *d2p, int32 wid) { bin_mdef_t *mdef = d2p->mdef; dict_t *d = d2p->dict; if (dict_pronlen(d, wid) > 1) { s3cipid_t l; /* Make sure we have left and right context diphones for this * word. */ if (d2p->ldiph_lc[dict_first_phone(d, wid)][dict_second_phone(d, wid)][0] == BAD_S3SSID) { E_DEBUG(2, ("Filling in left-context diphones for %s(?,%s)\n", bin_mdef_ciphone_str(mdef, dict_first_phone(d, wid)), bin_mdef_ciphone_str(mdef, dict_second_phone(d, wid)))); for (l = 0; l < bin_mdef_n_ciphone(mdef); l++) { int p = bin_mdef_phone_id_nearest(mdef, dict_first_phone(d, wid), l, dict_second_phone(d, wid), WORD_POSN_BEGIN); d2p->ldiph_lc[dict_first_phone(d, wid)][dict_second_phone(d, wid)][l] = bin_mdef_pid2ssid(mdef, p); } } if (d2p->rssid[dict_last_phone(d, wid)][dict_second_last_phone(d, wid)].n_ssid == 0) { s3ssid_t *rmap; s3ssid_t *tmpssid; s3cipid_t *tmpcimap; s3cipid_t r; E_DEBUG(2, ("Filling in right-context diphones for %s(%s,?)\n", bin_mdef_ciphone_str(mdef, dict_last_phone(d, wid)), bin_mdef_ciphone_str(mdef, dict_second_last_phone(d, wid)))); rmap = ckd_calloc(bin_mdef_n_ciphone(mdef), sizeof(*rmap)); for (r = 0; r < bin_mdef_n_ciphone(mdef); r++) { int p = bin_mdef_phone_id_nearest(mdef, dict_last_phone(d, wid), dict_second_last_phone(d, wid), r, WORD_POSN_END); rmap[r] = bin_mdef_pid2ssid(mdef, p); } tmpssid = ckd_calloc(bin_mdef_n_ciphone(mdef), sizeof(*tmpssid)); tmpcimap = ckd_calloc(bin_mdef_n_ciphone(mdef), sizeof(*tmpcimap)); compress_table(rmap, tmpssid, tmpcimap, bin_mdef_n_ciphone(mdef)); for (r = 0; r < mdef->n_ciphone && tmpssid[r] != BAD_S3SSID; r++) ; d2p->rssid[dict_last_phone(d, wid)][dict_second_last_phone(d, wid)].ssid = tmpssid; d2p->rssid[dict_last_phone(d, wid)][dict_second_last_phone(d, wid)].cimap = tmpcimap; d2p->rssid[dict_last_phone(d, wid)][dict_second_last_phone(d, wid)].n_ssid = r; ckd_free(rmap); } } else { /* Make sure we have a left-right context triphone entry for * this word. */ E_INFO("Filling in context triphones for %s(?,?)\n", bin_mdef_ciphone_str(mdef, dict_first_phone(d, wid))); if (d2p->lrdiph_rc[dict_first_phone(d, wid)][0][0] == BAD_S3SSID) { populate_lrdiph(d2p, NULL, dict_first_phone(d, wid)); } } return 0; } s3ssid_t dict2pid_internal(dict2pid_t *d2p, int32 wid, int pos) { int b, l, r, p; dict_t *dict = d2p->dict; bin_mdef_t *mdef = d2p->mdef; if (pos == 0 || pos == dict_pronlen(dict, wid)) return BAD_S3SSID; b = dict_pron(dict, wid, pos); l = dict_pron(dict, wid, pos - 1); r = dict_pron(dict, wid, pos + 1); p = bin_mdef_phone_id_nearest(mdef, (s3cipid_t) b, (s3cipid_t) l, (s3cipid_t) r, WORD_POSN_INTERNAL); return bin_mdef_pid2ssid(mdef, p); } dict2pid_t * dict2pid_build(bin_mdef_t * mdef, dict_t * dict) { dict2pid_t *dict2pid; s3ssid_t ***rdiph_rc; bitvec_t *ldiph, *rdiph, *single; int32 pronlen; int32 b, l, r, w, p; E_INFO("Building PID tables for dictionary\n"); assert(mdef); assert(dict); dict2pid = (dict2pid_t *) ckd_calloc(1, sizeof(dict2pid_t)); dict2pid->refcount = 1; dict2pid->mdef = bin_mdef_retain(mdef); dict2pid->dict = dict_retain(dict); E_INFO("Allocating %d^3 * %d bytes (%d KiB) for word-initial triphones\n", mdef->n_ciphone, sizeof(s3ssid_t), mdef->n_ciphone * mdef->n_ciphone * mdef->n_ciphone * sizeof(s3ssid_t) / 1024); dict2pid->ldiph_lc = (s3ssid_t ***) ckd_calloc_3d(mdef->n_ciphone, mdef->n_ciphone, mdef->n_ciphone, sizeof(s3ssid_t)); /* Only used internally to generate rssid */ rdiph_rc = (s3ssid_t ***) ckd_calloc_3d(mdef->n_ciphone, mdef->n_ciphone, mdef->n_ciphone, sizeof(s3ssid_t)); dict2pid->lrdiph_rc = (s3ssid_t ***) ckd_calloc_3d(mdef->n_ciphone, mdef->n_ciphone, mdef->n_ciphone, sizeof (s3ssid_t)); /* Actually could use memset for this, if BAD_S3SSID is guaranteed * to be 65535... */ for (b = 0; b < mdef->n_ciphone; ++b) { for (r = 0; r < mdef->n_ciphone; ++r) { for (l = 0; l < mdef->n_ciphone; ++l) { dict2pid->ldiph_lc[b][r][l] = BAD_S3SSID; dict2pid->lrdiph_rc[b][l][r] = BAD_S3SSID; rdiph_rc[b][l][r] = BAD_S3SSID; } } } /* Track which diphones / ciphones have been seen. */ ldiph = bitvec_alloc(mdef->n_ciphone * mdef->n_ciphone); rdiph = bitvec_alloc(mdef->n_ciphone * mdef->n_ciphone); single = bitvec_alloc(mdef->n_ciphone); for (w = 0; w < dict_size(dict2pid->dict); w++) { pronlen = dict_pronlen(dict, w); if (pronlen >= 2) { b = dict_first_phone(dict, w); r = dict_second_phone(dict, w); /* Populate ldiph_lc */ if (bitvec_is_clear(ldiph, b * mdef->n_ciphone + r)) { /* Mark this diphone as done */ bitvec_set(ldiph, b * mdef->n_ciphone + r); /* Record all possible ssids for b(?,r) */ for (l = 0; l < bin_mdef_n_ciphone(mdef); l++) { p = bin_mdef_phone_id_nearest(mdef, (s3cipid_t) b, (s3cipid_t) l, (s3cipid_t) r, WORD_POSN_BEGIN); dict2pid->ldiph_lc[b][r][l] = bin_mdef_pid2ssid(mdef, p); } } /* Populate rdiph_rc */ l = dict_second_last_phone(dict, w); b = dict_last_phone(dict, w); if (bitvec_is_clear(rdiph, b * mdef->n_ciphone + l)) { /* Mark this diphone as done */ bitvec_set(rdiph, b * mdef->n_ciphone + l); for (r = 0; r < bin_mdef_n_ciphone(mdef); r++) { p = bin_mdef_phone_id_nearest(mdef, (s3cipid_t) b, (s3cipid_t) l, (s3cipid_t) r, WORD_POSN_END); rdiph_rc[b][l][r] = bin_mdef_pid2ssid(mdef, p); } } } else if (pronlen == 1) { b = dict_pron(dict, w, 0); E_DEBUG(1,("Building tables for single phone word %s phone %d = %s\n", dict_wordstr(dict, w), b, bin_mdef_ciphone_str(mdef, b))); /* Populate lrdiph_rc (and also ldiph_lc, rdiph_rc if needed) */ if (bitvec_is_clear(single, b)) { populate_lrdiph(dict2pid, rdiph_rc, b); bitvec_set(single, b); } } } bitvec_free(ldiph); bitvec_free(rdiph); bitvec_free(single); /* Try to compress rdiph_rc into rdiph_rc_compressed */ compress_right_context_tree(dict2pid, rdiph_rc); compress_left_right_context_tree(dict2pid); ckd_free_3d(rdiph_rc); dict2pid_report(dict2pid); return dict2pid; } dict2pid_t * dict2pid_retain(dict2pid_t *d2p) { ++d2p->refcount; return d2p; } int dict2pid_free(dict2pid_t * d2p) { if (d2p == NULL) return 0; if (--d2p->refcount > 0) return d2p->refcount; if (d2p->ldiph_lc) ckd_free_3d((void ***) d2p->ldiph_lc); if (d2p->lrdiph_rc) ckd_free_3d((void ***) d2p->lrdiph_rc); if (d2p->rssid) free_compress_map(d2p->rssid, bin_mdef_n_ciphone(d2p->mdef)); if (d2p->lrssid) free_compress_map(d2p->lrssid, bin_mdef_n_ciphone(d2p->mdef)); bin_mdef_free(d2p->mdef); dict_free(d2p->dict); ckd_free(d2p); return 0; } void dict2pid_report(dict2pid_t * d2p) { } void dict2pid_dump(FILE * fp, dict2pid_t * d2p) { int32 w, p, pronlen; int32 i, j, b, l, r; bin_mdef_t *mdef = d2p->mdef; dict_t *dict = d2p->dict; fprintf(fp, "# INTERNAL (wd comssid ssid ssid ... ssid comssid)\n"); for (w = 0; w < dict_size(dict); w++) { fprintf(fp, "%30s ", dict_wordstr(dict, w)); pronlen = dict_pronlen(dict, w); for (p = 0; p < pronlen; p++) fprintf(fp, " %5d", dict2pid_internal(d2p, w, p)); fprintf(fp, "\n"); } fprintf(fp, "#\n"); fprintf(fp, "# LDIPH_LC (b r l ssid)\n"); for (b = 0; b < bin_mdef_n_ciphone(mdef); b++) { for (r = 0; r < bin_mdef_n_ciphone(mdef); r++) { for (l = 0; l < bin_mdef_n_ciphone(mdef); l++) { if (IS_S3SSID(d2p->ldiph_lc[b][r][l])) fprintf(fp, "%6s %6s %6s %5d\n", bin_mdef_ciphone_str(mdef, (s3cipid_t) b), bin_mdef_ciphone_str(mdef, (s3cipid_t) r), bin_mdef_ciphone_str(mdef, (s3cipid_t) l), d2p->ldiph_lc[b][r][l]); /* RAH, ldiph_lc is returning an int32, %d expects an int16 */ } } } fprintf(fp, "#\n"); fprintf(fp, "# SSEQ %d (senid senid ...)\n", mdef->n_sseq); for (i = 0; i < mdef->n_sseq; i++) { fprintf(fp, "%5d ", i); for (j = 0; j < bin_mdef_n_emit_state(mdef); j++) fprintf(fp, " %5d", mdef->sseq[i][j]); fprintf(fp, "\n"); } fprintf(fp, "#\n"); fprintf(fp, "# END\n"); fflush(fp); } pocketsphinx-5prealpha/src/libpocketsphinx/fsg_history.c0000664000175000017500000002130412504317100021071 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * fsg_history.c -- FSG Viterbi decode history * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1999 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * * 25-Feb-2004 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University * Started.. */ /* System headers. */ #include /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "fsg_search_internal.h" #include "fsg_history.h" #define __FSG_DBG__ 0 fsg_history_t * fsg_history_init(fsg_model_t * fsg, dict_t *dict) { fsg_history_t *h; h = (fsg_history_t *) ckd_calloc(1, sizeof(fsg_history_t)); h->fsg = fsg; h->entries = blkarray_list_init(); if (fsg && dict) { h->n_ciphone = bin_mdef_n_ciphone(dict->mdef); h->frame_entries = (glist_t **) ckd_calloc_2d(fsg_model_n_state(fsg), bin_mdef_n_ciphone(dict->mdef), sizeof(**h->frame_entries)); } else { h->frame_entries = NULL; } return h; } void fsg_history_free(fsg_history_t *h) { int32 s, lc, ns, np; gnode_t *gn; if (h->fsg) { ns = fsg_model_n_state(h->fsg); np = h->n_ciphone; for (s = 0; s < ns; s++) { for (lc = 0; lc < np; lc++) { for (gn = h->frame_entries[s][lc]; gn; gn = gnode_next(gn)) { ckd_free(gnode_ptr(gn)); } glist_free(h->frame_entries[s][lc]); } } } ckd_free_2d(h->frame_entries); blkarray_list_free(h->entries); ckd_free(h); } void fsg_history_set_fsg(fsg_history_t *h, fsg_model_t *fsg, dict_t *dict) { if (blkarray_list_n_valid(h->entries) != 0) { E_WARN("Switching FSG while history not empty; history cleared\n"); blkarray_list_reset(h->entries); } if (h->frame_entries) ckd_free_2d((void **) h->frame_entries); h->frame_entries = NULL; h->fsg = fsg; if (fsg && dict) { h->n_ciphone = bin_mdef_n_ciphone(dict->mdef); h->frame_entries = (glist_t **) ckd_calloc_2d(fsg_model_n_state(fsg), bin_mdef_n_ciphone(dict->mdef), sizeof(glist_t)); } } void fsg_history_entry_add(fsg_history_t * h, fsg_link_t * link, int32 frame, int32 score, int32 pred, int32 lc, fsg_pnode_ctxt_t rc) { fsg_hist_entry_t *entry, *new_entry; int32 s; gnode_t *gn, *prev_gn; /* Skip the optimization for the initial dummy entries; always enter them */ if (frame < 0) { new_entry = (fsg_hist_entry_t *) ckd_calloc(1, sizeof(fsg_hist_entry_t)); new_entry->fsglink = link; new_entry->frame = frame; new_entry->score = score; new_entry->pred = pred; new_entry->lc = lc; new_entry->rc = rc; blkarray_list_append(h->entries, (void *) new_entry); return; } s = fsg_link_to_state(link); /* Locate where this entry should be inserted in frame_entries[s][lc] */ prev_gn = NULL; for (gn = h->frame_entries[s][lc]; gn; gn = gnode_next(gn)) { entry = (fsg_hist_entry_t *) gnode_ptr(gn); if (score BETTER_THAN entry->score) break; /* Found where to insert new entry */ /* Existing entry score not worse than new score */ if (FSG_PNODE_CTXT_SUB(&rc, &(entry->rc)) == 0) return; /* rc set reduced to 0; new entry can be ignored */ prev_gn = gn; } /* Create new entry after prev_gn (if prev_gn is NULL, at head) */ new_entry = (fsg_hist_entry_t *) ckd_calloc(1, sizeof(fsg_hist_entry_t)); new_entry->fsglink = link; new_entry->frame = frame; new_entry->score = score; new_entry->pred = pred; new_entry->lc = lc; new_entry->rc = rc; /* Note: rc set must be non-empty at this point */ if (!prev_gn) { h->frame_entries[s][lc] = glist_add_ptr(h->frame_entries[s][lc], (void *) new_entry); prev_gn = h->frame_entries[s][lc]; } else prev_gn = glist_insert_ptr(prev_gn, (void *) new_entry); /* * Update the rc set of all the remaining entries in the list. At this * point, gn is the entry, if any, immediately following new entry. */ while (gn) { entry = (fsg_hist_entry_t *) gnode_ptr(gn); if (FSG_PNODE_CTXT_SUB(&(entry->rc), &rc) == 0) { /* rc set of entry reduced to 0; can prune this entry */ ckd_free((void *) entry); gn = gnode_free(gn, prev_gn); } else { prev_gn = gn; gn = gnode_next(gn); } } } /* * Transfer the surviving history entries for this frame into the permanent * history table. */ void fsg_history_end_frame(fsg_history_t * h) { int32 s, lc, ns, np; gnode_t *gn; fsg_hist_entry_t *entry; ns = fsg_model_n_state(h->fsg); np = h->n_ciphone; for (s = 0; s < ns; s++) { for (lc = 0; lc < np; lc++) { for (gn = h->frame_entries[s][lc]; gn; gn = gnode_next(gn)) { entry = (fsg_hist_entry_t *) gnode_ptr(gn); blkarray_list_append(h->entries, (void *) entry); } glist_free(h->frame_entries[s][lc]); h->frame_entries[s][lc] = NULL; } } } fsg_hist_entry_t * fsg_history_entry_get(fsg_history_t * h, int32 id) { return ((fsg_hist_entry_t *) blkarray_list_get(h->entries, id)); } void fsg_history_reset(fsg_history_t * h) { blkarray_list_reset(h->entries); } int32 fsg_history_n_entries(fsg_history_t * h) { return (blkarray_list_n_valid(h->entries)); } void fsg_history_utt_start(fsg_history_t * h) { int32 s, lc, ns, np; assert(blkarray_list_n_valid(h->entries) == 0); assert(h->frame_entries); ns = fsg_model_n_state(h->fsg); np = h->n_ciphone; for (s = 0; s < ns; s++) { for (lc = 0; lc < np; lc++) { assert(h->frame_entries[s][lc] == NULL); } } } void fsg_history_utt_end(fsg_history_t * h) { } void fsg_history_print(fsg_history_t *h, dict_t *dict) { int bpidx, bp; for (bpidx = 0; bpidx < blkarray_list_n_valid(h->entries); bpidx++) { bp = bpidx; printf("History entry: "); while (bp > 0) { fsg_hist_entry_t *hist_entry = fsg_history_entry_get(h, bp); fsg_link_t *fl = fsg_hist_entry_fsglink(hist_entry); char const *baseword; int32 wid; bp = fsg_hist_entry_pred(hist_entry); wid = fsg_link_wid(fl); if (fl == NULL) continue; baseword = fsg_model_word_str(h->fsg, wid); printf("%s(%d->%d:%d) ", baseword, fsg_link_from_state(hist_entry->fsglink), fsg_link_to_state(hist_entry->fsglink), hist_entry->frame); } printf("\n"); } } pocketsphinx-5prealpha/src/libpocketsphinx/pocketsphinx_internal.h0000664000175000017500000002132712520771215023167 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file pocketsphinx_internal.h Internal implementation of * PocketSphinx decoder. * @author David Huggins-Daines */ #ifndef __POCKETSPHINX_INTERNAL_H__ #define __POCKETSPHINX_INTERNAL_H__ /* SphinxBase headers. */ #include #include #include #include #include #include /* Local headers. */ #include "pocketsphinx.h" #include "acmod.h" #include "dict.h" #include "dict2pid.h" /** * Search algorithm structure. */ typedef struct ps_search_s ps_search_t; /* Search names*/ #define PS_DEFAULT_SEARCH "_default" #define PS_DEFAULT_PL_SEARCH "_default_pl" /* Search types */ #define PS_SEARCH_TYPE_KWS "kws" #define PS_SEARCH_TYPE_FSG "fsg" #define PS_SEARCH_TYPE_NGRAM "ngram" #define PS_SEARCH_TYPE_ALLPHONE "allphone" #define PS_SEARCH_TYPE_STATE_ALIGN "state_align" #define PS_SEARCH_TYPE_PHONE_LOOP "phone_loop" /** * V-table for search algorithm. */ typedef struct ps_searchfuncs_s { int (*start)(ps_search_t *search); int (*step)(ps_search_t *search, int frame_idx); int (*finish)(ps_search_t *search); int (*reinit)(ps_search_t *search, dict_t *dict, dict2pid_t *d2p); void (*free)(ps_search_t *search); ps_lattice_t *(*lattice)(ps_search_t *search); char const *(*hyp)(ps_search_t *search, int32 *out_score, int32 *out_is_final); int32 (*prob)(ps_search_t *search); ps_seg_t *(*seg_iter)(ps_search_t *search, int32 *out_score); } ps_searchfuncs_t; /** * Base structure for search module. */ struct ps_search_s { ps_searchfuncs_t *vt; /**< V-table of search methods. */ char *type; char *name; ps_search_t *pls; /**< Phoneme loop for lookahead. */ cmd_ln_t *config; /**< Configuration. */ acmod_t *acmod; /**< Acoustic model. */ dict_t *dict; /**< Pronunciation dictionary. */ dict2pid_t *d2p; /**< Dictionary to senone mappings. */ char *hyp_str; /**< Current hypothesis string. */ ps_lattice_t *dag; /**< Current hypothesis word graph. */ ps_latlink_t *last_link; /**< Final link in best path. */ int32 post; /**< Utterance posterior probability. */ int32 n_words; /**< Number of words known to search (may be less than in the dictionary) */ /* Magical word IDs that must exist in the dictionary: */ int32 start_wid; /**< Start word ID. */ int32 silence_wid; /**< Silence word ID. */ int32 finish_wid; /**< Finish word ID. */ }; #define ps_search_base(s) ((ps_search_t *)s) #define ps_search_config(s) ps_search_base(s)->config #define ps_search_acmod(s) ps_search_base(s)->acmod #define ps_search_dict(s) ps_search_base(s)->dict #define ps_search_dict2pid(s) ps_search_base(s)->d2p #define ps_search_dag(s) ps_search_base(s)->dag #define ps_search_last_link(s) ps_search_base(s)->last_link #define ps_search_post(s) ps_search_base(s)->post #define ps_search_lookahead(s) ps_search_base(s)->pls #define ps_search_n_words(s) ps_search_base(s)->n_words #define ps_search_type(s) ps_search_base(s)->type #define ps_search_name(s) ps_search_base(s)->name #define ps_search_start(s) (*(ps_search_base(s)->vt->start))(s) #define ps_search_step(s,i) (*(ps_search_base(s)->vt->step))(s,i) #define ps_search_finish(s) (*(ps_search_base(s)->vt->finish))(s) #define ps_search_reinit(s,d,d2p) (*(ps_search_base(s)->vt->reinit))(s,d,d2p) #define ps_search_free(s) (*(ps_search_base(s)->vt->free))(s) #define ps_search_lattice(s) (*(ps_search_base(s)->vt->lattice))(s) #define ps_search_hyp(s,sc,final) (*(ps_search_base(s)->vt->hyp))(s,sc,final) #define ps_search_prob(s) (*(ps_search_base(s)->vt->prob))(s) #define ps_search_seg_iter(s,sc) (*(ps_search_base(s)->vt->seg_iter))(s,sc) /* For convenience... */ #define ps_search_silence_wid(s) ps_search_base(s)->silence_wid #define ps_search_start_wid(s) ps_search_base(s)->start_wid #define ps_search_finish_wid(s) ps_search_base(s)->finish_wid /** * Initialize base structure. */ void ps_search_init(ps_search_t *search, ps_searchfuncs_t *vt, const char *type, const char *name, cmd_ln_t *config, acmod_t *acmod, dict_t *dict, dict2pid_t *d2p); /** * Free search */ void ps_search_base_free(ps_search_t *search); /** * Re-initialize base structure with new dictionary. */ void ps_search_base_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p); typedef struct ps_segfuncs_s { ps_seg_t *(*seg_next)(ps_seg_t *seg); void (*seg_free)(ps_seg_t *seg); } ps_segfuncs_t; /** * Base structure for hypothesis segmentation iterator. */ struct ps_seg_s { ps_segfuncs_t *vt; /**< V-table of seg methods */ ps_search_t *search; /**< Search object from whence this came */ char const *word; /**< Word string (pointer into dictionary hash) */ frame_idx_t sf; /**< Start frame. */ frame_idx_t ef; /**< End frame. */ int32 ascr; /**< Acoustic score. */ int32 lscr; /**< Language model score. */ int32 prob; /**< Log posterior probability. */ /* This doesn't need to be 32 bits, so once the scores above are * reduced to 16 bits (or less!), this will be too. */ int32 lback; /**< Language model backoff. */ /* Not sure if this should be here at all. */ float32 lwf; /**< Language weight factor (for second-pass searches) */ }; #define ps_search_seg_next(seg) (*(seg->vt->seg_next))(seg) #define ps_search_seg_free(s) (*(seg->vt->seg_free))(seg) /** * Decoder object. */ struct ps_decoder_s { /* Model parameters and such. */ cmd_ln_t *config; /**< Configuration. */ int refcount; /**< Reference count. */ /* Basic units of computation. */ acmod_t *acmod; /**< Acoustic model. */ dict_t *dict; /**< Pronunciation dictionary. */ dict2pid_t *d2p; /**< Dictionary to senone mapping. */ logmath_t *lmath; /**< Log math computation. */ /* Search modules. */ hash_table_t *searches; /**< Set of search modules. */ /* TODO: Convert this to a stack of searches each with their own * lookahead value. */ ps_search_t *search; /**< Currently active search module. */ ps_search_t *phone_loop; /**< Phone loop search for lookahead. */ int pl_window; /**< Window size for phoneme lookahead. */ /* Utterance-processing related stuff. */ uint32 uttno; /**< Utterance counter. */ ptmr_t perf; /**< Performance counter for all of decoding. */ uint32 n_frame; /**< Total number of frames processed. */ char const *mfclogdir; /**< Log directory for MFCC files. */ char const *rawlogdir; /**< Log directory for audio files. */ char const *senlogdir; /**< Log directory for senone score files. */ }; struct ps_search_iter_s { hash_iter_t itor; }; #endif /* __POCKETSPHINX_INTERNAL_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/kws_detections.c0000664000175000017500000000732112525215405021571 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2014 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * kws_detections.c -- Object for storing keyword search results */ #include "kws_detections.h" void kws_detections_reset(kws_detections_t *detections) { gnode_t *gn; if (!detections->detect_list) return; for (gn = detections->detect_list; gn; gn = gnode_next(gn)) ckd_free(gnode_ptr(gn)); glist_free(detections->detect_list); detections->detect_list = NULL; } void kws_detections_add(kws_detections_t *detections, const char* keyphrase, int sf, int ef, int prob, int ascr) { gnode_t *gn; kws_detection_t* detection; for (gn = detections->detect_list; gn; gn = gnode_next(gn)) { kws_detection_t *det = (kws_detection_t *)gnode_ptr(gn); if (strcmp(keyphrase, det->keyphrase) == 0 && det->sf < ef && det->ef > sf) { if (det->prob < prob) { det->sf = sf; det->ef = ef; det->prob = prob; det->ascr = ascr; } return; } } /* Nothing found */ detection = (kws_detection_t *)ckd_calloc(1, sizeof(*detection)); detection->sf = sf; detection->ef = ef; detection->keyphrase = keyphrase; detection->prob = prob; detection->ascr = ascr; detections->detect_list = glist_add_ptr(detections->detect_list, detection); } char * kws_detections_hyp_str(kws_detections_t *detections, int frame, int delay) { gnode_t *gn; char *c; int len; char *hyp_str; len = 0; for (gn = detections->detect_list; gn; gn = gnode_next(gn)) { kws_detection_t *det = (kws_detection_t *)gnode_ptr(gn); if (det->ef < frame - delay) { len += strlen(det->keyphrase) + 1; } } if (len == 0) { return NULL; } hyp_str = (char *)ckd_calloc(len, sizeof(char)); c = hyp_str; for (gn = detections->detect_list; gn; gn = gnode_next(gn)) { kws_detection_t *det = (kws_detection_t *)gnode_ptr(gn); if (det->ef < frame - delay) { memcpy(c, det->keyphrase, strlen(det->keyphrase)); c += strlen(det->keyphrase); *c = ' '; c++; } } if (c > hyp_str) { c--; *c = '\0'; } return hyp_str; } pocketsphinx-5prealpha/src/libpocketsphinx/vector.h0000664000175000017500000000604612504317100020046 00000000000000/* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * vector.h -- vector routines. * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1997 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** */ #ifndef __VECTOR_H__ #define __VECTOR_H__ /* System headers. */ #include /* SphinxBase headers. */ #include typedef float32 *vector_t; /* * The reason for some of the "trivial" routines below is that they could be OPTIMIZED for SPEED * at some point. */ /* Floor all elements of v[0..dim-1] to min value of f */ void vector_floor(vector_t v, int32 dim, float64 f); /* Floor all non-0 elements of v[0..dim-1] to min value of f */ void vector_nz_floor(vector_t v, int32 dim, float64 f); /* * Normalize the elements of the given vector so that they sum to 1.0. If the sum is 0.0 * to begin with, the vector is left untouched. Return value: The normalization factor. */ float64 vector_sum_norm(vector_t v, int32 dim); /* Print vector in one line, in %11.4e format, terminated by newline */ void vector_print(FILE *fp, vector_t v, int32 dim); /* Return TRUE iff given vector is all 0.0 */ int32 vector_is_zero (float32 *vec, /* In: Vector to be checked */ int32 len); /* In: Length of above vector */ #endif /* VECTOR_H */ pocketsphinx-5prealpha/src/libpocketsphinx/s2_semi_mgau.c0000664000175000017500000012506512504317100021114 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* System headers */ #include #include #include #include #include #include #if defined(__ADSPBLACKFIN__) #elif !defined(_WIN32_WCE) #include #endif /* SphinxBase headers */ #include #include #include #include #include #include #include /* Local headers */ #include "s2_semi_mgau.h" #include "tied_mgau_common.h" static ps_mgaufuncs_t s2_semi_mgau_funcs = { "s2_semi", s2_semi_mgau_frame_eval, /* frame_eval */ s2_semi_mgau_mllr_transform, /* transform */ s2_semi_mgau_free /* free */ }; struct vqFeature_s { int32 score; /* score or distance */ int32 codeword; /* codeword (vector index) */ }; static void eval_topn(s2_semi_mgau_t *s, int32 feat, mfcc_t *z) { int i, ceplen; vqFeature_t *topn; topn = s->f[feat]; ceplen = s->g->featlen[feat]; for (i = 0; i < s->max_topn; i++) { mfcc_t *mean, diff, sqdiff, compl; /* diff, diff^2, component likelihood */ vqFeature_t vtmp; mfcc_t *var, d; mfcc_t *obs; int32 cw, j; cw = topn[i].codeword; mean = s->g->mean[0][feat][0] + cw * ceplen; var = s->g->var[0][feat][0] + cw * ceplen; d = s->g->det[0][feat][cw]; obs = z; for (j = 0; j < ceplen; j++) { diff = *obs++ - *mean++; sqdiff = MFCCMUL(diff, diff); compl = MFCCMUL(sqdiff, *var); d = GMMSUB(d, compl); ++var; } topn[i].score = (int32)d; if (i == 0) continue; vtmp = topn[i]; for (j = i - 1; j >= 0 && (int32)d > topn[j].score; j--) { topn[j + 1] = topn[j]; } topn[j + 1] = vtmp; } } static void eval_cb(s2_semi_mgau_t *s, int32 feat, mfcc_t *z) { vqFeature_t *worst, *best, *topn; mfcc_t *mean; mfcc_t *var, *det, *detP, *detE; int32 i, ceplen; best = topn = s->f[feat]; worst = topn + (s->max_topn - 1); mean = s->g->mean[0][feat][0]; var = s->g->var[0][feat][0]; det = s->g->det[0][feat]; detE = det + s->g->n_density; ceplen = s->g->featlen[feat]; for (detP = det; detP < detE; ++detP) { mfcc_t diff, sqdiff, compl; /* diff, diff^2, component likelihood */ mfcc_t d; mfcc_t *obs; vqFeature_t *cur; int32 cw, j; d = *detP; obs = z; cw = (int)(detP - det); for (j = 0; (j < ceplen) && (d >= worst->score); ++j) { diff = *obs++ - *mean++; sqdiff = MFCCMUL(diff, diff); compl = MFCCMUL(sqdiff, *var); d = GMMSUB(d, compl); ++var; } if (j < ceplen) { /* terminated early, so not in topn */ mean += (ceplen - j); var += (ceplen - j); continue; } if ((int32)d < worst->score) continue; for (i = 0; i < s->max_topn; i++) { /* already there, so don't need to insert */ if (topn[i].codeword == cw) break; } if (i < s->max_topn) continue; /* already there. Don't insert */ /* remaining code inserts codeword and dist in correct spot */ for (cur = worst - 1; cur >= best && (int32)d >= cur->score; --cur) memcpy(cur + 1, cur, sizeof(vqFeature_t)); ++cur; cur->codeword = cw; cur->score = (int32)d; } } static void mgau_dist(s2_semi_mgau_t * s, int32 frame, int32 feat, mfcc_t * z) { eval_topn(s, feat, z); /* If this frame is skipped, do nothing else. */ if (frame % s->ds_ratio) return; /* Evaluate the rest of the codebook (or subset thereof). */ eval_cb(s, feat, z); } static int mgau_norm(s2_semi_mgau_t *s, int feat) { int32 norm; int j; /* Compute quantized normalizing constant. */ norm = s->f[feat][0].score >> SENSCR_SHIFT; /* Normalize the scores, negate them, and clamp their dynamic range. */ for (j = 0; j < s->max_topn; ++j) { s->f[feat][j].score = -((s->f[feat][j].score >> SENSCR_SHIFT) - norm); if (s->f[feat][j].score > MAX_NEG_ASCR) s->f[feat][j].score = MAX_NEG_ASCR; if (s->topn_beam[feat] && s->f[feat][j].score > s->topn_beam[feat]) break; } return j; } static int32 get_scores_8b_feat_6(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2, *pid_cw3, *pid_cw4, *pid_cw5; pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; pid_cw3 = s->mixw[i][s->f[i][3].codeword]; pid_cw4 = s->mixw[i][s->f[i][4].codeword]; pid_cw5 = s->mixw[i][s->f[i][5].codeword]; for (l = j = 0; j < n_senone_active; j++) { int sen = senone_active[j] + l; int32 tmp = pid_cw0[sen] + s->f[i][0].score; tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw1[sen] + s->f[i][1].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw2[sen] + s->f[i][2].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw3[sen] + s->f[i][3].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw4[sen] + s->f[i][4].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw5[sen] + s->f[i][5].score); senone_scores[sen] += tmp; l = sen; } return 0; } static int32 get_scores_8b_feat_5(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2, *pid_cw3, *pid_cw4; pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; pid_cw3 = s->mixw[i][s->f[i][3].codeword]; pid_cw4 = s->mixw[i][s->f[i][4].codeword]; for (l = j = 0; j < n_senone_active; j++) { int sen = senone_active[j] + l; int32 tmp = pid_cw0[sen] + s->f[i][0].score; tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw1[sen] + s->f[i][1].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw2[sen] + s->f[i][2].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw3[sen] + s->f[i][3].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw4[sen] + s->f[i][4].score); senone_scores[sen] += tmp; l = sen; } return 0; } static int32 get_scores_8b_feat_4(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2, *pid_cw3; pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; pid_cw3 = s->mixw[i][s->f[i][3].codeword]; for (l = j = 0; j < n_senone_active; j++) { int sen = senone_active[j] + l; int32 tmp = pid_cw0[sen] + s->f[i][0].score; tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw1[sen] + s->f[i][1].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw2[sen] + s->f[i][2].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw3[sen] + s->f[i][3].score); senone_scores[sen] += tmp; l = sen; } return 0; } static int32 get_scores_8b_feat_3(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2; pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; for (l = j = 0; j < n_senone_active; j++) { int sen = senone_active[j] + l; int32 tmp = pid_cw0[sen] + s->f[i][0].score; tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw1[sen] + s->f[i][1].score); tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw2[sen] + s->f[i][2].score); senone_scores[sen] += tmp; l = sen; } return 0; } static int32 get_scores_8b_feat_2(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1; pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; for (l = j = 0; j < n_senone_active; j++) { int sen = senone_active[j] + l; int32 tmp = pid_cw0[sen] + s->f[i][0].score; tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw1[sen] + s->f[i][1].score); senone_scores[sen] += tmp; l = sen; } return 0; } static int32 get_scores_8b_feat_1(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0; pid_cw0 = s->mixw[i][s->f[i][0].codeword]; for (l = j = 0; j < n_senone_active; j++) { int sen = senone_active[j] + l; int32 tmp = pid_cw0[sen] + s->f[i][0].score; senone_scores[sen] += tmp; l = sen; } return 0; } static int32 get_scores_8b_feat_any(s2_semi_mgau_t * s, int i, int topn, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, k, l; for (l = j = 0; j < n_senone_active; j++) { int sen = senone_active[j] + l; uint8 *pid_cw; int32 tmp; pid_cw = s->mixw[i][s->f[i][0].codeword]; tmp = pid_cw[sen] + s->f[i][0].score; for (k = 1; k < topn; ++k) { pid_cw = s->mixw[i][s->f[i][k].codeword]; tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw[sen] + s->f[i][k].score); } senone_scores[sen] += tmp; l = sen; } return 0; } static int32 get_scores_8b_feat(s2_semi_mgau_t * s, int i, int topn, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { switch (topn) { case 6: return get_scores_8b_feat_6(s, i, senone_scores, senone_active, n_senone_active); case 5: return get_scores_8b_feat_5(s, i, senone_scores, senone_active, n_senone_active); case 4: return get_scores_8b_feat_4(s, i, senone_scores, senone_active, n_senone_active); case 3: return get_scores_8b_feat_3(s, i, senone_scores, senone_active, n_senone_active); case 2: return get_scores_8b_feat_2(s, i, senone_scores, senone_active, n_senone_active); case 1: return get_scores_8b_feat_1(s, i, senone_scores, senone_active, n_senone_active); default: return get_scores_8b_feat_any(s, i, topn, senone_scores, senone_active, n_senone_active); } } static int32 get_scores_8b_feat_all(s2_semi_mgau_t * s, int i, int topn, int16 *senone_scores) { int32 j, k; for (j = 0; j < s->n_sen; j++) { uint8 *pid_cw; int32 tmp; pid_cw = s->mixw[i][s->f[i][0].codeword]; tmp = pid_cw[j] + s->f[i][0].score; for (k = 1; k < topn; ++k) { pid_cw = s->mixw[i][s->f[i][k].codeword]; tmp = fast_logmath_add(s->lmath_8b, tmp, pid_cw[j] + s->f[i][k].score); } senone_scores[j] += tmp; } return 0; } static int32 get_scores_4b_feat_6(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2, *pid_cw3, *pid_cw4, *pid_cw5; uint8 w_den[6][16]; /* Precompute scaled densities. */ for (j = 0; j < 16; ++j) { w_den[0][j] = s->mixw_cb[j] + s->f[i][0].score; w_den[1][j] = s->mixw_cb[j] + s->f[i][1].score; w_den[2][j] = s->mixw_cb[j] + s->f[i][2].score; w_den[3][j] = s->mixw_cb[j] + s->f[i][3].score; w_den[4][j] = s->mixw_cb[j] + s->f[i][4].score; w_den[5][j] = s->mixw_cb[j] + s->f[i][5].score; } pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; pid_cw3 = s->mixw[i][s->f[i][3].codeword]; pid_cw4 = s->mixw[i][s->f[i][4].codeword]; pid_cw5 = s->mixw[i][s->f[i][5].codeword]; for (l = j = 0; j < n_senone_active; j++) { int n = senone_active[j] + l; int tmp, cw; if (n & 1) { cw = pid_cw0[n/2] >> 4; tmp = w_den[0][cw]; cw = pid_cw1[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); cw = pid_cw3[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[3][cw]); cw = pid_cw4[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[4][cw]); cw = pid_cw5[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[5][cw]); } else { cw = pid_cw0[n/2] & 0x0f; tmp = w_den[0][cw]; cw = pid_cw1[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); cw = pid_cw3[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[3][cw]); cw = pid_cw4[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[4][cw]); cw = pid_cw5[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[5][cw]); } senone_scores[n] += tmp; l = n; } return 0; } static int32 get_scores_4b_feat_5(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2, *pid_cw3, *pid_cw4; uint8 w_den[5][16]; /* Precompute scaled densities. */ for (j = 0; j < 16; ++j) { w_den[0][j] = s->mixw_cb[j] + s->f[i][0].score; w_den[1][j] = s->mixw_cb[j] + s->f[i][1].score; w_den[2][j] = s->mixw_cb[j] + s->f[i][2].score; w_den[3][j] = s->mixw_cb[j] + s->f[i][3].score; w_den[4][j] = s->mixw_cb[j] + s->f[i][4].score; } pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; pid_cw3 = s->mixw[i][s->f[i][3].codeword]; pid_cw4 = s->mixw[i][s->f[i][4].codeword]; for (l = j = 0; j < n_senone_active; j++) { int n = senone_active[j] + l; int tmp, cw; if (n & 1) { cw = pid_cw0[n/2] >> 4; tmp = w_den[0][cw]; cw = pid_cw1[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); cw = pid_cw3[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[3][cw]); cw = pid_cw4[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[4][cw]); } else { cw = pid_cw0[n/2] & 0x0f; tmp = w_den[0][cw]; cw = pid_cw1[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); cw = pid_cw3[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[3][cw]); cw = pid_cw4[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[4][cw]); } senone_scores[n] += tmp; l = n; } return 0; } static int32 get_scores_4b_feat_4(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2, *pid_cw3; uint8 w_den[4][16]; /* Precompute scaled densities. */ for (j = 0; j < 16; ++j) { w_den[0][j] = s->mixw_cb[j] + s->f[i][0].score; w_den[1][j] = s->mixw_cb[j] + s->f[i][1].score; w_den[2][j] = s->mixw_cb[j] + s->f[i][2].score; w_den[3][j] = s->mixw_cb[j] + s->f[i][3].score; } pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; pid_cw3 = s->mixw[i][s->f[i][3].codeword]; for (l = j = 0; j < n_senone_active; j++) { int n = senone_active[j] + l; int tmp, cw; if (n & 1) { cw = pid_cw0[n/2] >> 4; tmp = w_den[0][cw]; cw = pid_cw1[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); cw = pid_cw3[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[3][cw]); } else { cw = pid_cw0[n/2] & 0x0f; tmp = w_den[0][cw]; cw = pid_cw1[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); cw = pid_cw3[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[3][cw]); } senone_scores[n] += tmp; l = n; } return 0; } static int32 get_scores_4b_feat_3(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1, *pid_cw2; uint8 w_den[3][16]; /* Precompute scaled densities. */ for (j = 0; j < 16; ++j) { w_den[0][j] = s->mixw_cb[j] + s->f[i][0].score; w_den[1][j] = s->mixw_cb[j] + s->f[i][1].score; w_den[2][j] = s->mixw_cb[j] + s->f[i][2].score; } pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; pid_cw2 = s->mixw[i][s->f[i][2].codeword]; for (l = j = 0; j < n_senone_active; j++) { int n = senone_active[j] + l; int tmp, cw; if (n & 1) { cw = pid_cw0[n/2] >> 4; tmp = w_den[0][cw]; cw = pid_cw1[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); } else { cw = pid_cw0[n/2] & 0x0f; tmp = w_den[0][cw]; cw = pid_cw1[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); cw = pid_cw2[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[2][cw]); } senone_scores[n] += tmp; l = n; } return 0; } static int32 get_scores_4b_feat_2(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0, *pid_cw1; uint8 w_den[2][16]; /* Precompute scaled densities. */ for (j = 0; j < 16; ++j) { w_den[0][j] = s->mixw_cb[j] + s->f[i][0].score; w_den[1][j] = s->mixw_cb[j] + s->f[i][1].score; } pid_cw0 = s->mixw[i][s->f[i][0].codeword]; pid_cw1 = s->mixw[i][s->f[i][1].codeword]; for (l = j = 0; j < n_senone_active; j++) { int n = senone_active[j] + l; int tmp, cw; if (n & 1) { cw = pid_cw0[n/2] >> 4; tmp = w_den[0][cw]; cw = pid_cw1[n/2] >> 4; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); } else { cw = pid_cw0[n/2] & 0x0f; tmp = w_den[0][cw]; cw = pid_cw1[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, w_den[1][cw]); } senone_scores[n] += tmp; l = n; } return 0; } static int32 get_scores_4b_feat_1(s2_semi_mgau_t * s, int i, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, l; uint8 *pid_cw0; uint8 w_den[16]; /* Precompute scaled densities. */ for (j = 0; j < 16; ++j) { w_den[j] = s->mixw_cb[j] + s->f[i][0].score; } pid_cw0 = s->mixw[i][s->f[i][0].codeword]; for (l = j = 0; j < n_senone_active; j++) { int n = senone_active[j] + l; int tmp, cw; if (n & 1) { cw = pid_cw0[n/2] >> 4; tmp = w_den[cw]; } else { cw = pid_cw0[n/2] & 0x0f; tmp = w_den[cw]; } senone_scores[n] += tmp; l = n; } return 0; } static int32 get_scores_4b_feat_any(s2_semi_mgau_t * s, int i, int topn, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { int32 j, k, l; for (l = j = 0; j < n_senone_active; j++) { int n = senone_active[j] + l; int tmp, cw; uint8 *pid_cw; pid_cw = s->mixw[i][s->f[i][0].codeword]; if (n & 1) cw = pid_cw[n/2] >> 4; else cw = pid_cw[n/2] & 0x0f; tmp = s->mixw_cb[cw] + s->f[i][0].score; for (k = 1; k < topn; ++k) { pid_cw = s->mixw[i][s->f[i][k].codeword]; if (n & 1) cw = pid_cw[n/2] >> 4; else cw = pid_cw[n/2] & 0x0f; tmp = fast_logmath_add(s->lmath_8b, tmp, s->mixw_cb[cw] + s->f[i][k].score); } senone_scores[n] += tmp; l = n; } return 0; } static int32 get_scores_4b_feat(s2_semi_mgau_t * s, int i, int topn, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active) { switch (topn) { case 6: return get_scores_4b_feat_6(s, i, senone_scores, senone_active, n_senone_active); case 5: return get_scores_4b_feat_5(s, i, senone_scores, senone_active, n_senone_active); case 4: return get_scores_4b_feat_4(s, i, senone_scores, senone_active, n_senone_active); case 3: return get_scores_4b_feat_3(s, i, senone_scores, senone_active, n_senone_active); case 2: return get_scores_4b_feat_2(s, i, senone_scores, senone_active, n_senone_active); case 1: return get_scores_4b_feat_1(s, i, senone_scores, senone_active, n_senone_active); default: return get_scores_4b_feat_any(s, i, topn, senone_scores, senone_active, n_senone_active); } } static int32 get_scores_4b_feat_all(s2_semi_mgau_t * s, int i, int topn, int16 *senone_scores) { int j, last_sen; j = 0; /* Number of senones is always even, but don't overrun if it isn't. */ last_sen = s->n_sen & ~1; while (j < last_sen) { uint8 *pid_cw; int32 tmp0, tmp1; int k; pid_cw = s->mixw[i][s->f[i][0].codeword]; tmp0 = s->mixw_cb[pid_cw[j/2] & 0x0f] + s->f[i][0].score; tmp1 = s->mixw_cb[pid_cw[j/2] >> 4] + s->f[i][0].score; for (k = 1; k < topn; ++k) { int32 w_den0, w_den1; pid_cw = s->mixw[i][s->f[i][k].codeword]; w_den0 = s->mixw_cb[pid_cw[j/2] & 0x0f] + s->f[i][k].score; w_den1 = s->mixw_cb[pid_cw[j/2] >> 4] + s->f[i][k].score; tmp0 = fast_logmath_add(s->lmath_8b, tmp0, w_den0); tmp1 = fast_logmath_add(s->lmath_8b, tmp1, w_den1); } senone_scores[j++] += tmp0; senone_scores[j++] += tmp1; } return 0; } /* * Compute senone scores for the active senones. */ int32 s2_semi_mgau_frame_eval(ps_mgau_t *ps, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active, mfcc_t ** featbuf, int32 frame, int32 compallsen) { s2_semi_mgau_t *s = (s2_semi_mgau_t *)ps; int i, topn_idx; int n_feat = s->g->n_feat; memset(senone_scores, 0, s->n_sen * sizeof(*senone_scores)); /* No bounds checking is done here, which just means you'll get * semi-random crap if you request a frame in the future or one * that's too far in the past. */ topn_idx = frame % s->n_topn_hist; s->f = s->topn_hist[topn_idx]; for (i = 0; i < n_feat; ++i) { /* For past frames this will already be computed. */ if (frame >= ps_mgau_base(ps)->frame_idx) { vqFeature_t **lastf; if (topn_idx == 0) lastf = s->topn_hist[s->n_topn_hist-1]; else lastf = s->topn_hist[topn_idx-1]; memcpy(s->f[i], lastf[i], sizeof(vqFeature_t) * s->max_topn); mgau_dist(s, frame, i, featbuf[i]); s->topn_hist_n[topn_idx][i] = mgau_norm(s, i); } if (s->mixw_cb) { if (compallsen) get_scores_4b_feat_all(s, i, s->topn_hist_n[topn_idx][i], senone_scores); else get_scores_4b_feat(s, i, s->topn_hist_n[topn_idx][i], senone_scores, senone_active, n_senone_active); } else { if (compallsen) get_scores_8b_feat_all(s, i, s->topn_hist_n[topn_idx][i], senone_scores); else get_scores_8b_feat(s, i, s->topn_hist_n[topn_idx][i], senone_scores, senone_active, n_senone_active); } } return 0; } static int32 read_sendump(s2_semi_mgau_t *s, bin_mdef_t *mdef, char const *file) { FILE *fp; char line[1000]; int32 i, n, r, c; int32 do_swap, do_mmap; size_t offset; int n_clust = 0; int n_feat = s->g->n_feat; int n_density = s->g->n_density; int n_sen = bin_mdef_n_sen(mdef); int n_bits = 8; s->n_sen = n_sen; /* FIXME: Should have been done earlier */ do_mmap = cmd_ln_boolean_r(s->config, "-mmap"); if ((fp = fopen(file, "rb")) == NULL) return -1; E_INFO("Loading senones from dump file %s\n", file); /* Read title size, title */ if (fread(&n, sizeof(int32), 1, fp) != 1) { E_ERROR_SYSTEM("Failed to read title size from %s", file); goto error_out; } /* This is extremely bogus */ do_swap = 0; if (n < 1 || n > 999) { SWAP_INT32(&n); if (n < 1 || n > 999) { E_ERROR("Title length %x in dump file %s out of range\n", n, file); goto error_out; } do_swap = 1; } if (fread(line, sizeof(char), n, fp) != n) { E_ERROR_SYSTEM("Cannot read title"); goto error_out; } if (line[n - 1] != '\0') { E_ERROR("Bad title in dump file\n"); goto error_out; } E_INFO("%s\n", line); /* Read header size, header */ if (fread(&n, sizeof(n), 1, fp) != 1) { E_ERROR_SYSTEM("Failed to read header size from %s", file); goto error_out; } if (do_swap) SWAP_INT32(&n); if (fread(line, sizeof(char), n, fp) != n) { E_ERROR_SYSTEM("Cannot read header"); goto error_out; } if (line[n - 1] != '\0') { E_ERROR("Bad header in dump file\n"); goto error_out; } /* Read other header strings until string length = 0 */ for (;;) { if (fread(&n, sizeof(n), 1, fp) != 1) { E_ERROR_SYSTEM("Failed to read header string size from %s", file); goto error_out; } if (do_swap) SWAP_INT32(&n); if (n == 0) break; if (fread(line, sizeof(char), n, fp) != n) { E_ERROR_SYSTEM("Cannot read header"); goto error_out; } /* Look for a cluster count, if present */ if (!strncmp(line, "feature_count ", strlen("feature_count "))) { n_feat = atoi(line + strlen("feature_count ")); } if (!strncmp(line, "mixture_count ", strlen("mixture_count "))) { n_density = atoi(line + strlen("mixture_count ")); } if (!strncmp(line, "model_count ", strlen("model_count "))) { n_sen = atoi(line + strlen("model_count ")); } if (!strncmp(line, "cluster_count ", strlen("cluster_count "))) { n_clust = atoi(line + strlen("cluster_count ")); } if (!strncmp(line, "cluster_bits ", strlen("cluster_bits "))) { n_bits = atoi(line + strlen("cluster_bits ")); } } /* Defaults for #rows, #columns in mixw array. */ c = n_sen; r = n_density; if (n_clust == 0) { /* Older mixw files have them here, and they might be padded. */ if (fread(&r, sizeof(r), 1, fp) != 1) { E_ERROR_SYSTEM("Cannot read #rows"); goto error_out; } if (do_swap) SWAP_INT32(&r); if (fread(&c, sizeof(c), 1, fp) != 1) { E_ERROR_SYSTEM("Cannot read #columns"); goto error_out; } if (do_swap) SWAP_INT32(&c); E_INFO("Rows: %d, Columns: %d\n", r, c); } if (n_feat != s->g->n_feat) { E_ERROR("Number of feature streams mismatch: %d != %d\n", n_feat, s->g->n_feat); goto error_out; } if (n_density != s->g->n_density) { E_ERROR("Number of densities mismatch: %d != %d\n", n_density, s->g->n_density); goto error_out; } if (n_sen != s->n_sen) { E_ERROR("Number of senones mismatch: %d != %d\n", n_sen, s->n_sen); goto error_out; } if (!((n_clust == 0) || (n_clust == 15) || (n_clust == 16))) { E_ERROR("Cluster count must be 0, 15, or 16\n"); goto error_out; } if (n_clust == 15) ++n_clust; if (!((n_bits == 8) || (n_bits == 4))) { E_ERROR("Cluster count must be 4 or 8\n"); goto error_out; } if (do_mmap) { E_INFO("Using memory-mapped I/O for senones\n"); } offset = ftell(fp); /* Allocate memory for pdfs (or memory map them) */ if (do_mmap) { s->sendump_mmap = mmio_file_read(file); /* Get cluster codebook if any. */ if (n_clust) { s->mixw_cb = ((uint8 *) mmio_file_ptr(s->sendump_mmap)) + offset; offset += n_clust; } } else { /* Get cluster codebook if any. */ if (n_clust) { s->mixw_cb = ckd_calloc(1, n_clust); if (fread(s->mixw_cb, 1, n_clust, fp) != (size_t) n_clust) { E_ERROR("Failed to read %d bytes from sendump\n", n_clust); goto error_out; } } } /* Set up pointers, or read, or whatever */ if (s->sendump_mmap) { s->mixw = ckd_calloc_2d(n_feat, n_density, sizeof(*s->mixw)); for (n = 0; n < n_feat; n++) { int step = c; if (n_bits == 4) step = (step + 1) / 2; for (i = 0; i < r; i++) { s->mixw[n][i] = ((uint8 *) mmio_file_ptr(s->sendump_mmap)) + offset; offset += step; } } } else { s->mixw = ckd_calloc_3d(n_feat, n_density, n_sen, sizeof(***s->mixw)); /* Read pdf values and ids */ for (n = 0; n < n_feat; n++) { int step = c; if (n_bits == 4) step = (step + 1) / 2; for (i = 0; i < r; i++) { if (fread(s->mixw[n][i], sizeof(***s->mixw), step, fp) != (size_t) step) { E_ERROR("Failed to read %d bytes from sendump\n", step); goto error_out; } } } } fclose(fp); return 0; error_out: fclose(fp); return -1; } static int32 read_mixw(s2_semi_mgau_t * s, char const *file_name, double SmoothMin) { char **argname, **argval; char eofchk; FILE *fp; int32 byteswap, chksum_present; uint32 chksum; float32 *pdf; int32 i, f, c, n; int32 n_sen; int32 n_feat; int32 n_comp; int32 n_err; E_INFO("Reading mixture weights file '%s'\n", file_name); if ((fp = fopen(file_name, "rb")) == NULL) E_FATAL_SYSTEM("Failed to open mixture weights file '%s' for reading", file_name); /* Read header, including argument-value info and 32-bit byteorder magic */ if (bio_readhdr(fp, &argname, &argval, &byteswap) < 0) E_FATAL("Failed to read header from file '%s'\n", file_name); /* Parse argument-value list */ chksum_present = 0; for (i = 0; argname[i]; i++) { if (strcmp(argname[i], "version") == 0) { if (strcmp(argval[i], MGAU_MIXW_VERSION) != 0) E_WARN("Version mismatch(%s): %s, expecting %s\n", file_name, argval[i], MGAU_MIXW_VERSION); } else if (strcmp(argname[i], "chksum0") == 0) { chksum_present = 1; /* Ignore the associated value */ } } bio_hdrarg_free(argname, argval); argname = argval = NULL; chksum = 0; /* Read #senones, #features, #codewords, arraysize */ if ((bio_fread(&n_sen, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_feat, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_comp, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n, sizeof(int32), 1, fp, byteswap, &chksum) != 1)) { E_FATAL("bio_fread(%s) (arraysize) failed\n", file_name); } if (n_feat != s->g->n_feat) E_FATAL("#Features streams(%d) != %d\n", n_feat, s->g->n_feat); if (n != n_sen * n_feat * n_comp) { E_FATAL ("%s: #float32s(%d) doesn't match header dimensions: %d x %d x %d\n", file_name, i, n_sen, n_feat, n_comp); } /* n_sen = number of mixture weights per codeword, which is * fixed at the number of senones since we have only one codebook. */ s->n_sen = n_sen; /* Quantized mixture weight arrays. */ s->mixw = ckd_calloc_3d(n_feat, s->g->n_density, n_sen, sizeof(***s->mixw)); /* Temporary structure to read in floats before conversion to (int32) logs3 */ pdf = (float32 *) ckd_calloc(n_comp, sizeof(float32)); /* Read senone probs data, normalize, floor, convert to logs3, truncate to 8 bits */ n_err = 0; for (i = 0; i < n_sen; i++) { for (f = 0; f < n_feat; f++) { if (bio_fread((void *) pdf, sizeof(float32), n_comp, fp, byteswap, &chksum) != n_comp) { E_FATAL("bio_fread(%s) (arraydata) failed\n", file_name); } /* Normalize and floor */ if (vector_sum_norm(pdf, n_comp) <= 0.0) n_err++; vector_floor(pdf, n_comp, SmoothMin); vector_sum_norm(pdf, n_comp); /* Convert to LOG, quantize, and transpose */ for (c = 0; c < n_comp; c++) { int32 qscr; qscr = -logmath_log(s->lmath_8b, pdf[c]); if ((qscr > MAX_NEG_MIXW) || (qscr < 0)) qscr = MAX_NEG_MIXW; s->mixw[f][c][i] = qscr; } } } if (n_err > 0) E_WARN("Weight normalization failed for %d mixture weights components\n", n_err); ckd_free(pdf); if (chksum_present) bio_verify_chksum(fp, byteswap, chksum); if (fread(&eofchk, 1, 1, fp) == 1) E_FATAL("More data than expected in %s\n", file_name); fclose(fp); E_INFO("Read %d x %d x %d mixture weights\n", n_sen, n_feat, n_comp); return n_sen; } static int split_topn(char const *str, uint8 *out, int nfeat) { char *topn_list = ckd_salloc(str); char *c, *cc; int i, maxn; c = topn_list; i = 0; maxn = 0; while (i < nfeat && (cc = strchr(c, ',')) != NULL) { *cc = '\0'; out[i] = atoi(c); if (out[i] > maxn) maxn = out[i]; c = cc + 1; ++i; } if (i < nfeat && *c != '\0') { out[i] = atoi(c); if (out[i] > maxn) maxn = out[i]; ++i; } while (i < nfeat) out[i++] = maxn; ckd_free(topn_list); return maxn; } ps_mgau_t * s2_semi_mgau_init(acmod_t *acmod) { s2_semi_mgau_t *s; ps_mgau_t *ps; char const *sendump_path; int i; int n_feat; s = ckd_calloc(1, sizeof(*s)); s->config = acmod->config; s->lmath = logmath_retain(acmod->lmath); /* Log-add table. */ s->lmath_8b = logmath_init(logmath_get_base(acmod->lmath), SENSCR_SHIFT, TRUE); if (s->lmath_8b == NULL) goto error_out; /* Ensure that it is only 8 bits wide so that fast_logmath_add() works. */ if (logmath_get_width(s->lmath_8b) != 1) { E_ERROR("Log base %f is too small to represent add table in 8 bits\n", logmath_get_base(s->lmath_8b)); goto error_out; } /* Read means and variances. */ if ((s->g = gauden_init(cmd_ln_str_r(s->config, "-mean"), cmd_ln_str_r(s->config, "-var"), cmd_ln_float32_r(s->config, "-varfloor"), s->lmath)) == NULL) goto error_out; /* Currently only a single codebook is supported. */ if (s->g->n_mgau != 1) goto error_out; n_feat = s->g->n_feat; /* Verify n_feat and veclen, against acmod. */ if (n_feat != feat_dimension1(acmod->fcb)) { E_ERROR("Number of streams does not match: %d != %d\n", n_feat, feat_dimension1(acmod->fcb)); goto error_out; } for (i = 0; i < n_feat; ++i) { if (s->g->featlen[i] != feat_dimension2(acmod->fcb, i)) { E_ERROR("Dimension of stream %d does not match: %d != %d\n", i, s->g->featlen[i], feat_dimension2(acmod->fcb, i)); goto error_out; } } /* Read mixture weights */ if ((sendump_path = cmd_ln_str_r(s->config, "-sendump"))) { if (read_sendump(s, acmod->mdef, sendump_path) < 0) { goto error_out; } } else { if (read_mixw(s, cmd_ln_str_r(s->config, "-mixw"), cmd_ln_float32_r(s->config, "-mixwfloor")) < 0) { goto error_out; } } s->ds_ratio = cmd_ln_int32_r(s->config, "-ds"); /* Determine top-N for each feature */ s->topn_beam = ckd_calloc(n_feat, sizeof(*s->topn_beam)); s->max_topn = cmd_ln_int32_r(s->config, "-topn"); split_topn(cmd_ln_str_r(s->config, "-topn_beam"), s->topn_beam, n_feat); E_INFO("Maximum top-N: %d ", s->max_topn); E_INFOCONT("Top-N beams:"); for (i = 0; i < n_feat; ++i) { E_INFOCONT(" %d", s->topn_beam[i]); } E_INFOCONT("\n"); /* Top-N scores from recent frames */ s->n_topn_hist = cmd_ln_int32_r(s->config, "-pl_window") + 2; s->topn_hist = (vqFeature_t ***) ckd_calloc_3d(s->n_topn_hist, n_feat, s->max_topn, sizeof(***s->topn_hist)); s->topn_hist_n = ckd_calloc_2d(s->n_topn_hist, n_feat, sizeof(**s->topn_hist_n)); for (i = 0; i < s->n_topn_hist; ++i) { int j; for (j = 0; j < n_feat; ++j) { int k; for (k = 0; k < s->max_topn; ++k) { s->topn_hist[i][j][k].score = WORST_DIST; s->topn_hist[i][j][k].codeword = k; } } } ps = (ps_mgau_t *)s; ps->vt = &s2_semi_mgau_funcs; return ps; error_out: s2_semi_mgau_free(ps_mgau_base(s)); return NULL; } int s2_semi_mgau_mllr_transform(ps_mgau_t *ps, ps_mllr_t *mllr) { s2_semi_mgau_t *s = (s2_semi_mgau_t *)ps; return gauden_mllr_transform(s->g, mllr, s->config); } void s2_semi_mgau_free(ps_mgau_t *ps) { s2_semi_mgau_t *s = (s2_semi_mgau_t *)ps; logmath_free(s->lmath); logmath_free(s->lmath_8b); if (s->sendump_mmap) { ckd_free_2d(s->mixw); mmio_file_unmap(s->sendump_mmap); } else { ckd_free_3d(s->mixw); if (s->mixw_cb) ckd_free(s->mixw_cb); } gauden_free(s->g); ckd_free(s->topn_beam); ckd_free_2d(s->topn_hist_n); ckd_free_3d((void **)s->topn_hist); ckd_free(s); } pocketsphinx-5prealpha/src/libpocketsphinx/s2_semi_mgau.h0000664000175000017500000000747712504317100021127 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * Interface for "semi-continuous vector quantization", a.k.a. Sphinx2 * fast GMM computation. */ #ifndef __S2_SEMI_MGAU_H__ #define __S2_SEMI_MGAU_H__ /* SphinxBase headesr. */ #include #include #include /* Local headers. */ #include "acmod.h" #include "hmm.h" #include "bin_mdef.h" #include "ms_gauden.h" typedef struct vqFeature_s vqFeature_t; typedef struct s2_semi_mgau_s s2_semi_mgau_t; struct s2_semi_mgau_s { ps_mgau_t base; /**< base structure. */ cmd_ln_t *config; /* configuration parameters */ gauden_t *g; /* Set of Gaussians (pointers below point in here and will go away soon) */ uint8 ***mixw; /* mixture weight distributions */ mmio_file_t *sendump_mmap;/* memory map for mixw (or NULL if not mmap) */ uint8 *mixw_cb; /* mixture weight codebook, if any (assume it contains 16 values) */ int32 n_sen; /* Number of senones */ uint8 *topn_beam; /* Beam for determining per-frame top-N densities */ int16 max_topn; int16 ds_ratio; vqFeature_t ***topn_hist; /**< Top-N scores and codewords for past frames. */ uint8 **topn_hist_n; /**< Variable top-N for past frames. */ vqFeature_t **f; /**< Topn-N for currently scoring frame. */ int n_topn_hist; /**< Number of past frames tracked. */ /* Log-add table for compressed values. */ logmath_t *lmath_8b; /* Log-add object for reloading means/variances. */ logmath_t *lmath; }; ps_mgau_t *s2_semi_mgau_init(acmod_t *acmod); void s2_semi_mgau_free(ps_mgau_t *s); int s2_semi_mgau_frame_eval(ps_mgau_t *s, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active, mfcc_t **featbuf, int32 frame, int32 compallsen); int s2_semi_mgau_mllr_transform(ps_mgau_t *s, ps_mllr_t *mllr); #endif /* __S2_SEMI_MGAU_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/ngram_search_fwdtree.h0000664000175000017500000000535012504317100022712 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ngram_search_fwdtree.h Lexicon tree based Viterbi search. */ #ifndef __NGRAM_SEARCH_FWDTREE_H__ #define __NGRAM_SEARCH_FWDTREE_H__ /* SphinxBase headers. */ /* Local headers. */ #include "ngram_search.h" /** * Initialize N-Gram search for fwdtree decoding. */ void ngram_fwdtree_init(ngram_search_t *ngs); /** * Release memory associated with fwdtree decoding. */ void ngram_fwdtree_deinit(ngram_search_t *ngs); /** * Rebuild search structures for updated language models. */ int ngram_fwdtree_reinit(ngram_search_t *ngs); /** * Start fwdtree decoding for an utterance. */ void ngram_fwdtree_start(ngram_search_t *ngs); /** * Search one frame forward in an utterance. * * @return Number of frames searched (either 0 or 1). */ int ngram_fwdtree_search(ngram_search_t *ngs, int frame_idx); /** * Finish fwdtree decoding for an utterance. */ void ngram_fwdtree_finish(ngram_search_t *ngs); #endif /* __NGRAM_SEARCH_FWDTREE_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/ms_gauden.c0000664000175000017500000004775612504317100020516 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * gauden.c -- gaussian density module. * *********************************************** * CMU ARPA Speech Project * * Copyright (c) 1996 Carnegie Mellon University. * ALL RIGHTS RESERVED. *********************************************** * * HISTORY * $Log$ * Revision 1.7 2006/02/22 17:09:55 arthchan2003 * Merged from SPHINX3_5_2_RCI_IRII_BRANCH: 1, Followed Dave's change, keep active to be uint8 instead int8 in gauden_dist_norm.\n 2, Introdued gauden_dump and gauden_dump_ind. This allows debugging of ms_gauden routine. \n 3, Introduced gauden_free, this fixed some minor memory leaks. \n 4, gauden_init accept an argument precompute to specify whether the distance is pre-computed or not.\n 5, Added license. \n 6, Fixed dox-doc. * * * Revision 1.5.4.7 2006/01/16 19:45:59 arthchan2003 * Change the gaussian density dumping routine to a function. * * Revision 1.5.4.6 2005/10/09 19:51:05 arthchan2003 * Followed Dave's changed in the trunk. * * Revision 1.5.4.5 2005/09/25 18:54:20 arthchan2003 * Added a flag to turn on and off precomputation. * * Revision 1.6 2005/10/05 00:31:14 dhdfu * Make int8 be explicitly signed (signedness of 'char' is * architecture-dependent). Then make a bunch of things use uint8 where * signedness is unimportant, because on the architecture where 'char' is * unsigned, it is that way for a reason (signed chars are slower). * * Revision 1.5.4.4 2005/09/07 23:29:07 arthchan2003 * Added FIXME warning. * * Revision 1.5.4.3 2005/09/07 23:25:10 arthchan2003 * 1, Behavior changes of cont_mgau, instead of remove Gaussian with zero variance vector before flooring, now remove Gaussian with zero mean and variance before flooring. Notice that this is not yet synchronize with ms_mgau. 2, Added warning message in multi-stream gaussian distribution. * * Revision 1.5.4.2 2005/08/03 18:53:44 dhdfu * Add memory deallocation functions. Also move all the initialization * of ms_mgau_model_t into ms_mgau_init (duh!), which entails removing it * from decode_anytopo and friends. * * Revision 1.5.4.1 2005/07/20 19:39:01 arthchan2003 * Added licences in ms_* series of code. * * Revision 1.5 2005/06/21 18:55:09 arthchan2003 * 1, Add comments to describe this modules, 2, Fixed doxygen documentation. 3, Added $ keyword. * * Revision 1.3 2005/03/30 01:22:47 archan * Fixed mistakes in last updates. Add * * * 20-Dec-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Changed gauden_param_read to use the new libio/bio_fread functions. * * 26-Sep-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added gauden_mean_reload() for application of MLLR; and correspondingly * made gauden_param_read allocate memory for parameter only if not * already allocated. * * 09-Sep-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Interleaved two density computations for speed improvement. * * 19-Aug-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added compute_dist_all special case for improving speed. * * 26-Jan-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added check for underflow and floor insertion in gauden_dist. * * 20-Jan-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added active argument to gauden_dist_norm and gauden_dist_norm_global, * and made the latter a static function. * * 07-Nov-95 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Initial version created. * Very liberally borrowed/adapted from Eric's S3 trainer implementation. */ /* System headers. */ #include #include #include #include /* SphinxBase headers. */ #include #include #include /* Local headesr. */ #include "ms_gauden.h" #define GAUDEN_PARAM_VERSION "1.0" #ifndef M_PI #define M_PI 3.1415926535897932385e0 #endif #define WORST_DIST (int32)(0x80000000) void gauden_dump(const gauden_t * g) { int32 c; for (c = 0; c < g->n_mgau; c++) gauden_dump_ind(g, c); } void gauden_dump_ind(const gauden_t * g, int senidx) { int32 f, d, i; for (f = 0; f < g->n_feat; f++) { E_INFO("Codebook %d, Feature %d (%dx%d):\n", senidx, f, g->n_density, g->featlen[f]); for (d = 0; d < g->n_density; d++) { printf("m[%3d]", d); for (i = 0; i < g->featlen[f]; i++) printf(" %7.4f", MFCC2FLOAT(g->mean[senidx][f][d][i])); printf("\n"); } printf("\n"); for (d = 0; d < g->n_density; d++) { printf("v[%3d]", d); for (i = 0; i < g->featlen[f]; i++) printf(" %d", (int)g->var[senidx][f][d][i]); printf("\n"); } printf("\n"); for (d = 0; d < g->n_density; d++) printf("d[%3d] %d\n", d, (int)g->det[senidx][f][d]); } fflush(stderr); } static int32 gauden_param_read(float32 ***** out_param, /* Alloc space iff *out_param == NULL */ int32 * out_n_mgau, int32 * out_n_feat, int32 * out_n_density, int32 ** out_veclen, const char *file_name) { char tmp; FILE *fp; int32 i, j, k, l, n, blk; int32 n_mgau; int32 n_feat; int32 n_density; int32 *veclen; int32 byteswap, chksum_present; float32 ****out; float32 *buf; char **argname, **argval; uint32 chksum; E_INFO("Reading mixture gaussian parameter: %s\n", file_name); if ((fp = fopen(file_name, "rb")) == NULL) E_FATAL_SYSTEM("Failed to open file '%s' for reading", file_name); /* Read header, including argument-value info and 32-bit byteorder magic */ if (bio_readhdr(fp, &argname, &argval, &byteswap) < 0) E_FATAL("Failed to read header from file '%s'\n", file_name); /* Parse argument-value list */ chksum_present = 0; for (i = 0; argname[i]; i++) { if (strcmp(argname[i], "version") == 0) { if (strcmp(argval[i], GAUDEN_PARAM_VERSION) != 0) E_WARN("Version mismatch(%s): %s, expecting %s\n", file_name, argval[i], GAUDEN_PARAM_VERSION); } else if (strcmp(argname[i], "chksum0") == 0) { chksum_present = 1; /* Ignore the associated value */ } } bio_hdrarg_free(argname, argval); argname = argval = NULL; chksum = 0; /* #Codebooks */ if (bio_fread(&n_mgau, sizeof(int32), 1, fp, byteswap, &chksum) != 1) E_FATAL("fread(%s) (#codebooks) failed\n", file_name); *out_n_mgau = n_mgau; /* #Features/codebook */ if (bio_fread(&n_feat, sizeof(int32), 1, fp, byteswap, &chksum) != 1) E_FATAL("fread(%s) (#features) failed\n", file_name); *out_n_feat = n_feat; /* #Gaussian densities/feature in each codebook */ if (bio_fread(&n_density, sizeof(int32), 1, fp, byteswap, &chksum) != 1) E_FATAL("fread(%s) (#density/codebook) failed\n", file_name); *out_n_density = n_density; /* #Dimensions in each feature stream */ veclen = ckd_calloc(n_feat, sizeof(uint32)); *out_veclen = veclen; if (bio_fread(veclen, sizeof(int32), n_feat, fp, byteswap, &chksum) != n_feat) E_FATAL("fread(%s) (feature-lengths) failed\n", file_name); /* blk = total vector length of all feature streams */ for (i = 0, blk = 0; i < n_feat; i++) blk += veclen[i]; /* #Floats to follow; for the ENTIRE SET of CODEBOOKS */ if (bio_fread(&n, sizeof(int32), 1, fp, byteswap, &chksum) != 1) E_FATAL("fread(%s) (total #floats) failed\n", file_name); if (n != n_mgau * n_density * blk) { E_FATAL ("%s: #mfcc_ts(%d) doesn't match dimensions: %d x %d x %d\n", file_name, n, n_mgau, n_density, blk); } /* Allocate memory for mixture gaussian densities if not already allocated */ if (!(*out_param)) { out = (float32 ****) ckd_calloc_3d(n_mgau, n_feat, n_density, sizeof(float32 *)); buf = (float32 *) ckd_calloc(n, sizeof(float32)); for (i = 0, l = 0; i < n_mgau; i++) { for (j = 0; j < n_feat; j++) { for (k = 0; k < n_density; k++) { out[i][j][k] = &buf[l]; l += veclen[j]; } } } } else { out = (float32 ****) *out_param; buf = out[0][0][0]; } /* Read mixture gaussian densities data */ if (bio_fread(buf, sizeof(float32), n, fp, byteswap, &chksum) != n) E_FATAL("fread(%s) (densitydata) failed\n", file_name); if (chksum_present) bio_verify_chksum(fp, byteswap, chksum); if (fread(&tmp, 1, 1, fp) == 1) E_FATAL("More data than expected in %s\n", file_name); fclose(fp); *out_param = out; E_INFO("%d codebook, %d feature, size: \n", n_mgau, n_feat); for (i = 0; i < n_feat; i++) E_INFO(" %dx%d\n", n_density, veclen[i]); return 0; } static void gauden_param_free(mfcc_t **** p) { ckd_free(p[0][0][0]); ckd_free_3d(p); } /* * Some of the gaussian density computation can be carried out in advance: * log(determinant) calculation, * 1/(2*var) in the exponent, * NOTE; The density computation is performed in log domain. */ static int32 gauden_dist_precompute(gauden_t * g, logmath_t *lmath, float32 varfloor) { int32 i, m, f, d, flen; mfcc_t *meanp; mfcc_t *varp; mfcc_t *detp; int32 floored; floored = 0; /* Allocate space for determinants */ g->det = ckd_calloc_3d(g->n_mgau, g->n_feat, g->n_density, sizeof(***g->det)); for (m = 0; m < g->n_mgau; m++) { for (f = 0; f < g->n_feat; f++) { flen = g->featlen[f]; /* Determinants for all variance vectors in g->[m][f] */ for (d = 0, detp = g->det[m][f]; d < g->n_density; d++, detp++) { *detp = 0; for (i = 0, varp = g->var[m][f][d], meanp = g->mean[m][f][d]; i < flen; i++, varp++, meanp++) { float32 *fvarp = (float32 *)varp; #ifdef FIXED_POINT float32 *fmp = (float32 *)meanp; *meanp = FLOAT2MFCC(*fmp); #endif if (*fvarp < varfloor) { *fvarp = varfloor; ++floored; } *detp += (mfcc_t)logmath_log(lmath, 1.0 / sqrt(*fvarp * 2.0 * M_PI)); /* Precompute this part of the exponential */ *varp = (mfcc_t)logmath_ln_to_log(lmath, (1.0 / (*fvarp * 2.0))); } } } } E_INFO("%d variance values floored\n", floored); return 0; } gauden_t * gauden_init(char const *meanfile, char const *varfile, float32 varfloor, logmath_t *lmath) { int32 i, m, f, d, *flen; float32 ****fgau; gauden_t *g; assert(meanfile != NULL); assert(varfile != NULL); assert(varfloor > 0.0); g = (gauden_t *) ckd_calloc(1, sizeof(gauden_t)); g->lmath = lmath; /* Read means and (diagonal) variances for all mixture gaussians */ fgau = NULL; gauden_param_read(&fgau, &g->n_mgau, &g->n_feat, &g->n_density, &g->featlen, meanfile); g->mean = (mfcc_t ****)fgau; fgau = NULL; gauden_param_read(&fgau, &m, &f, &d, &flen, varfile); g->var = (mfcc_t ****)fgau; /* Verify mean and variance parameter dimensions */ if ((m != g->n_mgau) || (f != g->n_feat) || (d != g->n_density)) E_FATAL ("Mixture-gaussians dimensions for means and variances differ\n"); for (i = 0; i < g->n_feat; i++) if (g->featlen[i] != flen[i]) E_FATAL("Feature lengths for means and variances differ\n"); ckd_free(flen); /* Floor variances and precompute variance determinants */ gauden_dist_precompute(g, lmath, varfloor); return g; } void gauden_free(gauden_t * g) { if (g == NULL) return; if (g->mean) gauden_param_free(g->mean); if (g->var) gauden_param_free(g->var); if (g->det) ckd_free_3d(g->det); if (g->featlen) ckd_free(g->featlen); ckd_free(g); } /* See compute_dist below */ static int32 compute_dist_all(gauden_dist_t * out_dist, mfcc_t* obs, int32 featlen, mfcc_t ** mean, mfcc_t ** var, mfcc_t * det, int32 n_density) { int32 i, d; for (d = 0; d < n_density; ++d) { mfcc_t *m; mfcc_t *v; mfcc_t dval; m = mean[d]; v = var[d]; dval = det[d]; for (i = 0; i < featlen; i++) { mfcc_t diff; #ifdef FIXED_POINT /* Have to check for underflows here. */ mfcc_t pdval = dval; diff = obs[i] - m[i]; dval -= MFCCMUL(MFCCMUL(diff, diff), v[i]); if (dval > pdval) { dval = WORST_SCORE; break; } #else diff = obs[i] - m[i]; /* The compiler really likes this to be a single * expression, for whatever reason. */ dval -= diff * diff * v[i]; #endif } out_dist[d].dist = dval; out_dist[d].id = d; } return 0; } /* * Compute the top-N closest gaussians from the chosen set (mgau,feat) * for the given input observation vector. */ static int32 compute_dist(gauden_dist_t * out_dist, int32 n_top, mfcc_t * obs, int32 featlen, mfcc_t ** mean, mfcc_t ** var, mfcc_t * det, int32 n_density) { int32 i, j, d; gauden_dist_t *worst; /* Special case optimization when n_density <= n_top */ if (n_top >= n_density) return (compute_dist_all (out_dist, obs, featlen, mean, var, det, n_density)); for (i = 0; i < n_top; i++) out_dist[i].dist = WORST_DIST; worst = &(out_dist[n_top - 1]); for (d = 0; d < n_density; d++) { mfcc_t *m; mfcc_t *v; mfcc_t dval; m = mean[d]; v = var[d]; dval = det[d]; for (i = 0; (i < featlen) && (dval >= worst->dist); i++) { mfcc_t diff; #ifdef FIXED_POINT /* Have to check for underflows here. */ mfcc_t pdval = dval; diff = obs[i] - m[i]; dval -= MFCCMUL(MFCCMUL(diff, diff), v[i]); if (dval > pdval) { dval = WORST_SCORE; break; } #else diff = obs[i] - m[i]; /* The compiler really likes this to be a single * expression, for whatever reason. */ dval -= diff * diff * v[i]; #endif } if ((i < featlen) || (dval < worst->dist)) /* Codeword d worse than worst */ continue; /* Codeword d at least as good as worst so far; insert in the ordered list */ for (i = 0; (i < n_top) && (dval < out_dist[i].dist); i++); assert(i < n_top); for (j = n_top - 1; j > i; --j) out_dist[j] = out_dist[j - 1]; out_dist[i].dist = dval; out_dist[i].id = d; } return 0; } /* * Compute distances of the input observation from the top N codewords in the given * codebook (g->{mean,var}[mgau]). The input observation, obs, includes vectors for * all features in the codebook. */ int32 gauden_dist(gauden_t * g, int mgau, int32 n_top, mfcc_t** obs, gauden_dist_t ** out_dist) { int32 f; assert((n_top > 0) && (n_top <= g->n_density)); for (f = 0; f < g->n_feat; f++) { compute_dist(out_dist[f], n_top, obs[f], g->featlen[f], g->mean[mgau][f], g->var[mgau][f], g->det[mgau][f], g->n_density); E_DEBUG(3, ("Top CW(%d,%d) = %d %d\n", mgau, f, out_dist[f][0].id, (int)out_dist[f][0].dist >> SENSCR_SHIFT)); } return 0; } int32 gauden_mllr_transform(gauden_t *g, ps_mllr_t *mllr, cmd_ln_t *config) { int32 i, m, f, d, *flen; float32 ****fgau; /* Free data if already here */ if (g->mean) gauden_param_free(g->mean); if (g->var) gauden_param_free(g->var); if (g->det) ckd_free_3d(g->det); if (g->featlen) ckd_free(g->featlen); g->mean = NULL; g->var = NULL; g->det = NULL; g->featlen = NULL; /* Reload means and variances (un-precomputed). */ fgau = NULL; gauden_param_read(&fgau, &g->n_mgau, &g->n_feat, &g->n_density, &g->featlen, cmd_ln_str_r(config, "-mean")); g->mean = (mfcc_t ****)fgau; fgau = NULL; gauden_param_read(&fgau, &m, &f, &d, &flen, cmd_ln_str_r(config, "-var")); g->var = (mfcc_t ****)fgau; /* Verify mean and variance parameter dimensions */ if ((m != g->n_mgau) || (f != g->n_feat) || (d != g->n_density)) E_FATAL ("Mixture-gaussians dimensions for means and variances differ\n"); for (i = 0; i < g->n_feat; i++) if (g->featlen[i] != flen[i]) E_FATAL("Feature lengths for means and variances differ\n"); ckd_free(flen); /* Transform codebook for each stream s */ for (i = 0; i < g->n_mgau; ++i) { for (f = 0; f < g->n_feat; ++f) { float64 *temp; temp = (float64 *) ckd_calloc(g->featlen[f], sizeof(float64)); /* Transform each density d in selected codebook */ for (d = 0; d < g->n_density; d++) { int l; for (l = 0; l < g->featlen[f]; l++) { temp[l] = 0.0; for (m = 0; m < g->featlen[f]; m++) { /* FIXME: For now, only one class, hence the zeros below. */ temp[l] += mllr->A[f][0][l][m] * g->mean[i][f][d][m]; } temp[l] += mllr->b[f][0][l]; } for (l = 0; l < g->featlen[f]; l++) { g->mean[i][f][d][l] = (float32) temp[l]; g->var[i][f][d][l] *= mllr->h[f][0][l]; } } ckd_free(temp); } } /* Re-precompute (if we aren't adapting variances this isn't * actually necessary...) */ gauden_dist_precompute(g, g->lmath, cmd_ln_float32_r(config, "-varfloor")); return 0; } pocketsphinx-5prealpha/src/libpocketsphinx/ptm_mgau.h0000664000175000017500000000770512504317100020360 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ptm_mgau.h Fast phonetically-tied mixture evaluation. * @author David Huggins-Daines */ #ifndef __PTM_MGAU_H__ #define __PTM_MGAU_H__ /* SphinxBase headesr. */ #include #include #include /* Local headers. */ #include "acmod.h" #include "hmm.h" #include "bin_mdef.h" #include "ms_gauden.h" typedef struct ptm_mgau_s ptm_mgau_t; typedef struct ptm_topn_s { int32 cw; /**< Codeword index. */ int32 score; /**< Score. */ } ptm_topn_t; typedef struct ptm_fast_eval_s { ptm_topn_t ***topn; /**< Top-N for each codebook (mgau x feature x topn) */ bitvec_t *mgau_active; /**< Set of active codebooks */ } ptm_fast_eval_t; struct ptm_mgau_s { ps_mgau_t base; /**< base structure. */ cmd_ln_t *config; /**< Configuration parameters */ gauden_t *g; /**< Set of Gaussians. */ int32 n_sen; /**< Number of senones. */ uint8 *sen2cb; /**< Senone to codebook mapping. */ uint8 ***mixw; /**< Mixture weight distributions by feature, codeword, senone */ mmio_file_t *sendump_mmap;/* Memory map for mixw (or NULL if not mmap) */ uint8 *mixw_cb; /* Mixture weight codebook, if any (assume it contains 16 values) */ int16 max_topn; int16 ds_ratio; ptm_fast_eval_t *hist; /**< Fast evaluation info for past frames. */ ptm_fast_eval_t *f; /**< Fast eval info for current frame. */ int n_fast_hist; /**< Number of past frames tracked. */ /* Log-add table for compressed values. */ logmath_t *lmath_8b; /* Log-add object for reloading means/variances. */ logmath_t *lmath; }; ps_mgau_t *ptm_mgau_init(acmod_t *acmod, bin_mdef_t *mdef); void ptm_mgau_free(ps_mgau_t *s); int ptm_mgau_frame_eval(ps_mgau_t *s, int16 *senone_scores, uint8 *senone_active, int32 n_senone_active, mfcc_t **featbuf, int32 frame, int32 compallsen); int ptm_mgau_mllr_transform(ps_mgau_t *s, ps_mllr_t *mllr); #endif /* __PTM_MGAU_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/ngram_search_fwdtree.c0000664000175000017500000016321312504317100022710 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ngram_search_fwdtree.c Lexicon tree search. */ /* System headers. */ #include #include /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "ngram_search_fwdtree.h" #include "phone_loop_search.h" /* Turn this on to dump channels for debugging */ #define __CHAN_DUMP__ 0 #if __CHAN_DUMP__ #define chan_v_eval(chan) hmm_dump_vit_eval(&(chan)->hmm, stderr) #else #define chan_v_eval(chan) hmm_vit_eval(&(chan)->hmm) #endif /* * Allocate that part of the search channel tree structure that is independent of the * LM in use. */ static void init_search_tree(ngram_search_t *ngs) { int32 w, ndiph, i, n_words, n_ci; dict_t *dict = ps_search_dict(ngs); bitvec_t *dimap; n_words = ps_search_n_words(ngs); ngs->homophone_set = ckd_calloc(n_words, sizeof(*ngs->homophone_set)); /* Find #single phone words, and #unique first diphones (#root channels) in dict. */ ndiph = 0; ngs->n_1ph_words = 0; n_ci = bin_mdef_n_ciphone(ps_search_acmod(ngs)->mdef); /* Allocate a bitvector with flags for each possible diphone. */ dimap = bitvec_alloc(n_ci * n_ci); for (w = 0; w < n_words; w++) { if (!dict_real_word(dict, w)) continue; if (dict_is_single_phone(dict, w)) ++ngs->n_1ph_words; else { int ph0, ph1; ph0 = dict_first_phone(dict, w); ph1 = dict_second_phone(dict, w); /* Increment ndiph the first time we see a diphone. */ if (bitvec_is_clear(dimap, ph0 * n_ci + ph1)) { bitvec_set(dimap, ph0 * n_ci + ph1); ++ndiph; } } } E_INFO("%d unique initial diphones\n", ndiph); bitvec_free(dimap); /* Add remaining dict words (, , , noise words) to single-phone words */ ngs->n_1ph_words += dict_num_fillers(dict) + 2; ngs->n_root_chan_alloc = ndiph + 1; /* Verify that these are all *actually* single-phone words, * otherwise really bad things will happen to us. */ for (w = 0; w < n_words; ++w) { if (dict_real_word(dict, w)) continue; if (!dict_is_single_phone(dict, w)) { E_WARN("Filler word %d = %s has more than one phone, ignoring it.\n", w, dict_wordstr(dict, w)); --ngs->n_1ph_words; } } /* Allocate and initialize root channels */ ngs->root_chan = ckd_calloc(ngs->n_root_chan_alloc, sizeof(*ngs->root_chan)); for (i = 0; i < ngs->n_root_chan_alloc; i++) { hmm_init(ngs->hmmctx, &ngs->root_chan[i].hmm, TRUE, -1, -1); ngs->root_chan[i].penult_phn_wid = -1; ngs->root_chan[i].next = NULL; } /* Permanently allocate and initialize channels for single-phone * words (1/word). */ ngs->rhmm_1ph = ckd_calloc(ngs->n_1ph_words, sizeof(*ngs->rhmm_1ph)); i = 0; for (w = 0; w < n_words; w++) { if (!dict_is_single_phone(dict, w)) continue; /* Use SIL as right context for these. */ ngs->rhmm_1ph[i].ci2phone = bin_mdef_silphone(ps_search_acmod(ngs)->mdef); ngs->rhmm_1ph[i].ciphone = dict_first_phone(dict, w); hmm_init(ngs->hmmctx, &ngs->rhmm_1ph[i].hmm, TRUE, bin_mdef_pid2ssid(ps_search_acmod(ngs)->mdef, ngs->rhmm_1ph[i].ciphone), bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, ngs->rhmm_1ph[i].ciphone)); ngs->rhmm_1ph[i].next = NULL; ngs->word_chan[w] = (chan_t *) &(ngs->rhmm_1ph[i]); i++; } ngs->single_phone_wid = ckd_calloc(ngs->n_1ph_words, sizeof(*ngs->single_phone_wid)); E_INFO("%d root, %d non-root channels, %d single-phone words\n", ngs->n_root_chan, ngs->n_nonroot_chan, ngs->n_1ph_words); } /* * One-time initialization of internal channels in HMM tree. */ static void init_nonroot_chan(ngram_search_t *ngs, chan_t * hmm, int32 ph, int32 ci, int32 tmatid) { hmm->next = NULL; hmm->alt = NULL; hmm->info.penult_phn_wid = -1; hmm->ciphone = ci; hmm_init(ngs->hmmctx, &hmm->hmm, FALSE, ph, tmatid); } /* * Allocate and initialize search channel-tree structure. * At this point, all the root-channels have been allocated and partly initialized * (as per init_search_tree()), and channels for all the single-phone words have been * allocated and initialized. None of the interior channels of search-trees have * been allocated. * This routine may be called on every utterance, after reinit_search_tree() clears * the search tree created for the previous utterance. Meant for reconfiguring the * search tree to suit the currently active LM. */ static void create_search_tree(ngram_search_t *ngs) { chan_t *hmm; root_chan_t *rhmm; int32 w, i, j, p, ph, tmatid; int32 n_words; dict_t *dict = ps_search_dict(ngs); dict2pid_t *d2p = ps_search_dict2pid(ngs); n_words = ps_search_n_words(ngs); E_INFO("Creating search tree\n"); for (w = 0; w < n_words; w++) ngs->homophone_set[w] = -1; E_INFO("before: %d root, %d non-root channels, %d single-phone words\n", ngs->n_root_chan, ngs->n_nonroot_chan, ngs->n_1ph_words); ngs->n_1ph_LMwords = 0; ngs->n_root_chan = 0; ngs->n_nonroot_chan = 0; for (w = 0; w < n_words; w++) { int ciphone, ci2phone; /* Ignore dictionary words not in LM */ if (!ngram_model_set_known_wid(ngs->lmset, dict_basewid(dict, w))) continue; /* Handle single-phone words individually; not in channel tree */ if (dict_is_single_phone(dict, w)) { E_DEBUG(1,("single_phone_wid[%d] = %s\n", ngs->n_1ph_LMwords, dict_wordstr(dict, w))); ngs->single_phone_wid[ngs->n_1ph_LMwords++] = w; continue; } /* Find a root channel matching the initial diphone, or * allocate one if not found. */ ciphone = dict_first_phone(dict, w); ci2phone = dict_second_phone(dict, w); for (i = 0; i < ngs->n_root_chan; ++i) { if (ngs->root_chan[i].ciphone == ciphone && ngs->root_chan[i].ci2phone == ci2phone) break; } if (i == ngs->n_root_chan) { rhmm = &(ngs->root_chan[ngs->n_root_chan]); rhmm->hmm.tmatid = bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, ciphone); /* Begin with CI phone? Not sure this makes a difference... */ hmm_mpx_ssid(&rhmm->hmm, 0) = bin_mdef_pid2ssid(ps_search_acmod(ngs)->mdef, ciphone); rhmm->ciphone = ciphone; rhmm->ci2phone = ci2phone; ngs->n_root_chan++; } else rhmm = &(ngs->root_chan[i]); E_DEBUG(3,("word %s rhmm %d\n", dict_wordstr(dict, w), rhmm - ngs->root_chan)); /* Now, rhmm = root channel for w. Go on to remaining phones */ if (dict_pronlen(dict, w) == 2) { /* Next phone is the last; not kept in tree; add w to penult_phn_wid set */ if ((j = rhmm->penult_phn_wid) < 0) rhmm->penult_phn_wid = w; else { for (; ngs->homophone_set[j] >= 0; j = ngs->homophone_set[j]); ngs->homophone_set[j] = w; } } else { /* Add remaining phones, except the last, to tree */ ph = dict2pid_internal(d2p, w, 1); tmatid = bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, dict_pron(dict, w, 1)); hmm = rhmm->next; if (hmm == NULL) { rhmm->next = hmm = listelem_malloc(ngs->chan_alloc); init_nonroot_chan(ngs, hmm, ph, dict_pron(dict, w, 1), tmatid); ngs->n_nonroot_chan++; } else { chan_t *prev_hmm = NULL; for (; hmm && (hmm_nonmpx_ssid(&hmm->hmm) != ph); hmm = hmm->alt) prev_hmm = hmm; if (!hmm) { /* thanks, rkm! */ prev_hmm->alt = hmm = listelem_malloc(ngs->chan_alloc); init_nonroot_chan(ngs, hmm, ph, dict_pron(dict, w, 1), tmatid); ngs->n_nonroot_chan++; } } E_DEBUG(3,("phone %s = %d\n", bin_mdef_ciphone_str(ps_search_acmod(ngs)->mdef, dict_second_phone(dict, w)), ph)); for (p = 2; p < dict_pronlen(dict, w) - 1; p++) { ph = dict2pid_internal(d2p, w, p); tmatid = bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, dict_pron(dict, w, p)); if (!hmm->next) { hmm->next = listelem_malloc(ngs->chan_alloc); hmm = hmm->next; init_nonroot_chan(ngs, hmm, ph, dict_pron(dict, w, p), tmatid); ngs->n_nonroot_chan++; } else { chan_t *prev_hmm = NULL; for (hmm = hmm->next; hmm && (hmm_nonmpx_ssid(&hmm->hmm) != ph); hmm = hmm->alt) prev_hmm = hmm; if (!hmm) { /* thanks, rkm! */ prev_hmm->alt = hmm = listelem_malloc(ngs->chan_alloc); init_nonroot_chan(ngs, hmm, ph, dict_pron(dict, w, p), tmatid); ngs->n_nonroot_chan++; } } E_DEBUG(3,("phone %s = %d\n", bin_mdef_ciphone_str(ps_search_acmod(ngs)->mdef, dict_pron(dict, w, p)), ph)); } /* All but last phone of w in tree; add w to hmm->info.penult_phn_wid set */ if ((j = hmm->info.penult_phn_wid) < 0) hmm->info.penult_phn_wid = w; else { for (; ngs->homophone_set[j] >= 0; j = ngs->homophone_set[j]); ngs->homophone_set[j] = w; } } } ngs->n_1ph_words = ngs->n_1ph_LMwords; /* Add filler words to the array of 1ph words. */ for (w = 0; w < n_words; ++w) { /* Skip anything that doesn't actually have a single phone. */ if (!dict_is_single_phone(dict, w)) continue; /* Also skip "real words" and things that are in the LM. */ if (dict_real_word(dict, w)) continue; if (ngram_model_set_known_wid(ngs->lmset, dict_basewid(dict, w))) continue; E_DEBUG(1,("single_phone_wid[%d] = %s\n", ngs->n_1ph_words, dict_wordstr(dict, w))); ngs->single_phone_wid[ngs->n_1ph_words++] = w; } if (ngs->n_nonroot_chan >= ngs->max_nonroot_chan) { /* Give some room for channels for new words added dynamically at run time */ ngs->max_nonroot_chan = ngs->n_nonroot_chan + 128; E_INFO("after: max nonroot chan increased to %d\n", ngs->max_nonroot_chan); /* Free old active channel list array if any and allocate new one */ if (ngs->active_chan_list) ckd_free_2d(ngs->active_chan_list); ngs->active_chan_list = ckd_calloc_2d(2, ngs->max_nonroot_chan, sizeof(**ngs->active_chan_list)); } if (!ngs->n_root_chan) E_ERROR("No word from the language model has pronunciation in the dictionary\n"); E_INFO("after: %d root, %d non-root channels, %d single-phone words\n", ngs->n_root_chan, ngs->n_nonroot_chan, ngs->n_1ph_words); } static void reinit_search_subtree(ngram_search_t *ngs, chan_t * hmm) { chan_t *child, *sibling; /* First free all children under hmm */ for (child = hmm->next; child; child = sibling) { sibling = child->alt; reinit_search_subtree(ngs, child); } /* Now free hmm */ hmm_deinit(&hmm->hmm); listelem_free(ngs->chan_alloc, hmm); } /* * Delete search tree by freeing all interior channels within search tree and * restoring root channel state to the init state (i.e., just after init_search_tree()). */ static void reinit_search_tree(ngram_search_t *ngs) { int32 i; chan_t *hmm, *sibling; for (i = 0; i < ngs->n_root_chan; i++) { hmm = ngs->root_chan[i].next; while (hmm) { sibling = hmm->alt; reinit_search_subtree(ngs, hmm); hmm = sibling; } ngs->root_chan[i].penult_phn_wid = -1; ngs->root_chan[i].next = NULL; } ngs->n_nonroot_chan = 0; } void ngram_fwdtree_init(ngram_search_t *ngs) { /* Allocate bestbp_rc, lastphn_cand, last_ltrans */ ngs->bestbp_rc = ckd_calloc(bin_mdef_n_ciphone(ps_search_acmod(ngs)->mdef), sizeof(*ngs->bestbp_rc)); ngs->lastphn_cand = ckd_calloc(ps_search_n_words(ngs), sizeof(*ngs->lastphn_cand)); init_search_tree(ngs); create_search_tree(ngs); } static void deinit_search_tree(ngram_search_t *ngs) { int i, w, n_words; n_words = ps_search_n_words(ngs); for (i = 0; i < ngs->n_root_chan_alloc; i++) { hmm_deinit(&ngs->root_chan[i].hmm); } if (ngs->rhmm_1ph) { for (i = w = 0; w < n_words; ++w) { if (!dict_is_single_phone(ps_search_dict(ngs), w)) continue; hmm_deinit(&ngs->rhmm_1ph[i].hmm); ++i; } ckd_free(ngs->rhmm_1ph); ngs->rhmm_1ph = NULL; } ngs->n_root_chan = 0; ngs->n_root_chan_alloc = 0; ckd_free(ngs->root_chan); ngs->root_chan = NULL; ckd_free(ngs->single_phone_wid); ngs->single_phone_wid = NULL; ckd_free(ngs->homophone_set); ngs->homophone_set = NULL; } void ngram_fwdtree_deinit(ngram_search_t *ngs) { double n_speech = (double)ngs->n_tot_frame / cmd_ln_int32_r(ps_search_config(ngs), "-frate"); E_INFO("TOTAL fwdtree %.2f CPU %.3f xRT\n", ngs->fwdtree_perf.t_tot_cpu, ngs->fwdtree_perf.t_tot_cpu / n_speech); E_INFO("TOTAL fwdtree %.2f wall %.3f xRT\n", ngs->fwdtree_perf.t_tot_elapsed, ngs->fwdtree_perf.t_tot_elapsed / n_speech); /* Reset non-root channels. */ reinit_search_tree(ngs); /* Free the search tree. */ deinit_search_tree(ngs); /* Free other stuff. */ ngs->max_nonroot_chan = 0; ckd_free_2d(ngs->active_chan_list); ngs->active_chan_list = NULL; ckd_free(ngs->cand_sf); ngs->cand_sf = NULL; ckd_free(ngs->bestbp_rc); ngs->bestbp_rc = NULL; ckd_free(ngs->lastphn_cand); ngs->lastphn_cand = NULL; } int ngram_fwdtree_reinit(ngram_search_t *ngs) { /* Reset non-root channels. */ reinit_search_tree(ngs); /* Free the search tree. */ deinit_search_tree(ngs); /* Reallocate things that depend on the number of words. */ ckd_free(ngs->lastphn_cand); ngs->lastphn_cand = ckd_calloc(ps_search_n_words(ngs), sizeof(*ngs->lastphn_cand)); ckd_free(ngs->word_chan); ngs->word_chan = ckd_calloc(ps_search_n_words(ngs), sizeof(*ngs->word_chan)); /* Rebuild the search tree. */ init_search_tree(ngs); create_search_tree(ngs); return 0; } void ngram_fwdtree_start(ngram_search_t *ngs) { ps_search_t *base = (ps_search_t *)ngs; int32 i, w, n_words; root_chan_t *rhmm; n_words = ps_search_n_words(ngs); /* Reset utterance statistics. */ memset(&ngs->st, 0, sizeof(ngs->st)); ptmr_reset(&ngs->fwdtree_perf); ptmr_start(&ngs->fwdtree_perf); /* Reset backpointer table. */ ngs->bpidx = 0; ngs->bss_head = 0; /* Reset word lattice. */ for (i = 0; i < n_words; ++i) ngs->word_lat_idx[i] = NO_BP; /* Reset active HMM and word lists. */ ngs->n_active_chan[0] = ngs->n_active_chan[1] = 0; ngs->n_active_word[0] = ngs->n_active_word[1] = 0; /* Reset scores. */ ngs->best_score = 0; ngs->renormalized = 0; /* Reset other stuff. */ for (i = 0; i < n_words; i++) ngs->last_ltrans[i].sf = -1; ngs->n_frame = 0; /* Clear the hypothesis string. */ ckd_free(base->hyp_str); base->hyp_str = NULL; /* Reset the permanently allocated single-phone words, since they * may have junk left over in them from FWDFLAT. */ for (i = 0; i < ngs->n_1ph_words; i++) { w = ngs->single_phone_wid[i]; rhmm = (root_chan_t *) ngs->word_chan[w]; hmm_clear(&rhmm->hmm); } /* Start search with ; word_chan[] is permanently allocated */ rhmm = (root_chan_t *) ngs->word_chan[dict_startwid(ps_search_dict(ngs))]; hmm_clear(&rhmm->hmm); hmm_enter(&rhmm->hmm, 0, NO_BP, 0); } /* * Mark the active senones for all senones belonging to channels that are active in the * current frame. */ static void compute_sen_active(ngram_search_t *ngs, int frame_idx) { root_chan_t *rhmm; chan_t *hmm, **acl; int32 i, w, *awl; acmod_clear_active(ps_search_acmod(ngs)); /* Flag active senones for root channels */ for (i = ngs->n_root_chan, rhmm = ngs->root_chan; i > 0; --i, rhmm++) { if (hmm_frame(&rhmm->hmm) == frame_idx) acmod_activate_hmm(ps_search_acmod(ngs), &rhmm->hmm); } /* Flag active senones for nonroot channels in HMM tree */ i = ngs->n_active_chan[frame_idx & 0x1]; acl = ngs->active_chan_list[frame_idx & 0x1]; for (hmm = *(acl++); i > 0; --i, hmm = *(acl++)) { acmod_activate_hmm(ps_search_acmod(ngs), &hmm->hmm); } /* Flag active senones for individual word channels */ i = ngs->n_active_word[frame_idx & 0x1]; awl = ngs->active_word_list[frame_idx & 0x1]; for (w = *(awl++); i > 0; --i, w = *(awl++)) { for (hmm = ngs->word_chan[w]; hmm; hmm = hmm->next) { acmod_activate_hmm(ps_search_acmod(ngs), &hmm->hmm); } } for (i = 0; i < ngs->n_1ph_words; i++) { w = ngs->single_phone_wid[i]; rhmm = (root_chan_t *) ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) == frame_idx) acmod_activate_hmm(ps_search_acmod(ngs), &rhmm->hmm); } } static void renormalize_scores(ngram_search_t *ngs, int frame_idx, int32 norm) { root_chan_t *rhmm; chan_t *hmm, **acl; int32 i, w, *awl; /* Renormalize root channels */ for (i = ngs->n_root_chan, rhmm = ngs->root_chan; i > 0; --i, rhmm++) { if (hmm_frame(&rhmm->hmm) == frame_idx) { hmm_normalize(&rhmm->hmm, norm); } } /* Renormalize nonroot channels in HMM tree */ i = ngs->n_active_chan[frame_idx & 0x1]; acl = ngs->active_chan_list[frame_idx & 0x1]; for (hmm = *(acl++); i > 0; --i, hmm = *(acl++)) { hmm_normalize(&hmm->hmm, norm); } /* Renormalize individual word channels */ i = ngs->n_active_word[frame_idx & 0x1]; awl = ngs->active_word_list[frame_idx & 0x1]; for (w = *(awl++); i > 0; --i, w = *(awl++)) { for (hmm = ngs->word_chan[w]; hmm; hmm = hmm->next) { hmm_normalize(&hmm->hmm, norm); } } for (i = 0; i < ngs->n_1ph_words; i++) { w = ngs->single_phone_wid[i]; rhmm = (root_chan_t *) ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) == frame_idx) { hmm_normalize(&rhmm->hmm, norm); } } ngs->renormalized = TRUE; } static int32 eval_root_chan(ngram_search_t *ngs, int frame_idx) { root_chan_t *rhmm; int32 i, bestscore; bestscore = WORST_SCORE; for (i = ngs->n_root_chan, rhmm = ngs->root_chan; i > 0; --i, rhmm++) { if (hmm_frame(&rhmm->hmm) == frame_idx) { int32 score = chan_v_eval(rhmm); if (score BETTER_THAN bestscore) bestscore = score; ++ngs->st.n_root_chan_eval; } } return (bestscore); } static int32 eval_nonroot_chan(ngram_search_t *ngs, int frame_idx) { chan_t *hmm, **acl; int32 i, bestscore; i = ngs->n_active_chan[frame_idx & 0x1]; acl = ngs->active_chan_list[frame_idx & 0x1]; bestscore = WORST_SCORE; ngs->st.n_nonroot_chan_eval += i; for (hmm = *(acl++); i > 0; --i, hmm = *(acl++)) { int32 score = chan_v_eval(hmm); assert(hmm_frame(&hmm->hmm) == frame_idx); if (score BETTER_THAN bestscore) bestscore = score; } return bestscore; } static int32 eval_word_chan(ngram_search_t *ngs, int frame_idx) { root_chan_t *rhmm; chan_t *hmm; int32 i, w, bestscore, *awl, j, k; k = 0; bestscore = WORST_SCORE; awl = ngs->active_word_list[frame_idx & 0x1]; i = ngs->n_active_word[frame_idx & 0x1]; for (w = *(awl++); i > 0; --i, w = *(awl++)) { assert(bitvec_is_set(ngs->word_active, w)); bitvec_clear(ngs->word_active, w); assert(ngs->word_chan[w] != NULL); for (hmm = ngs->word_chan[w]; hmm; hmm = hmm->next) { int32 score; assert(hmm_frame(&hmm->hmm) == frame_idx); score = chan_v_eval(hmm); /*printf("eval word chan %d score %d\n", w, score); */ if (score BETTER_THAN bestscore) bestscore = score; k++; } } /* Similarly for statically allocated single-phone words */ j = 0; for (i = 0; i < ngs->n_1ph_words; i++) { int32 score; w = ngs->single_phone_wid[i]; rhmm = (root_chan_t *) ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) < frame_idx) continue; score = chan_v_eval(rhmm); /* printf("eval 1ph word chan %d score %d\n", w, score); */ if (score BETTER_THAN bestscore && w != ps_search_finish_wid(ngs)) bestscore = score; j++; } ngs->st.n_last_chan_eval += k + j; ngs->st.n_nonroot_chan_eval += k + j; ngs->st.n_word_lastchan_eval += ngs->n_active_word[frame_idx & 0x1] + j; return bestscore; } static int32 evaluate_channels(ngram_search_t *ngs, int16 const *senone_scores, int frame_idx) { int32 bs; hmm_context_set_senscore(ngs->hmmctx, senone_scores); ngs->best_score = eval_root_chan(ngs, frame_idx); if ((bs = eval_nonroot_chan(ngs, frame_idx)) BETTER_THAN ngs->best_score) ngs->best_score = bs; if ((bs = eval_word_chan(ngs, frame_idx)) BETTER_THAN ngs->best_score) ngs->best_score = bs; ngs->last_phone_best_score = bs; return ngs->best_score; } /* * Prune currently active root channels for next frame. Also, perform exit * transitions out of them and activate successors. * score[] of pruned root chan set to WORST_SCORE elsewhere. */ static void prune_root_chan(ngram_search_t *ngs, int frame_idx) { root_chan_t *rhmm; chan_t *hmm; int32 i, nf, w; int32 thresh, newphone_thresh, lastphn_thresh, newphone_score; chan_t **nacl; /* next active list */ lastphn_cand_t *candp; phone_loop_search_t *pls; nf = frame_idx + 1; thresh = ngs->best_score + ngs->dynamic_beam; newphone_thresh = ngs->best_score + ngs->pbeam; lastphn_thresh = ngs->best_score + ngs->lpbeam; nacl = ngs->active_chan_list[nf & 0x1]; pls = (phone_loop_search_t *)ps_search_lookahead(ngs); for (i = 0, rhmm = ngs->root_chan; i < ngs->n_root_chan; i++, rhmm++) { E_DEBUG(3,("Root channel %d frame %d score %d thresh %d\n", i, hmm_frame(&rhmm->hmm), hmm_bestscore(&rhmm->hmm), thresh)); /* First check if this channel was active in current frame */ if (hmm_frame(&rhmm->hmm) < frame_idx) continue; if (hmm_bestscore(&rhmm->hmm) BETTER_THAN thresh) { hmm_frame(&rhmm->hmm) = nf; /* rhmm will be active in next frame */ E_DEBUG(3,("Preserving root channel %d score %d\n", i, hmm_bestscore(&rhmm->hmm))); /* transitions out of this root channel */ /* transition to all next-level channels in the HMM tree */ newphone_score = hmm_out_score(&rhmm->hmm) + ngs->pip; if (pls != NULL || newphone_score BETTER_THAN newphone_thresh) { for (hmm = rhmm->next; hmm; hmm = hmm->alt) { int32 pl_newphone_score = newphone_score + phone_loop_search_score(pls, hmm->ciphone); if (pl_newphone_score BETTER_THAN newphone_thresh) { if ((hmm_frame(&hmm->hmm) < frame_idx) || (newphone_score BETTER_THAN hmm_in_score(&hmm->hmm))) { hmm_enter(&hmm->hmm, newphone_score, hmm_out_history(&rhmm->hmm), nf); *(nacl++) = hmm; } } } } /* * Transition to last phone of all words for which this is the * penultimate phone (the last phones may need multiple right contexts). * Remember to remove the temporary newword_penalty. */ if (pls != NULL || newphone_score BETTER_THAN lastphn_thresh) { for (w = rhmm->penult_phn_wid; w >= 0; w = ngs->homophone_set[w]) { int32 pl_newphone_score = newphone_score + phone_loop_search_score (pls, dict_last_phone(ps_search_dict(ngs),w)); E_DEBUG(3,("word %s newphone_score %d\n", dict_wordstr(ps_search_dict(ngs), w), newphone_score)); if (pl_newphone_score BETTER_THAN lastphn_thresh) { candp = ngs->lastphn_cand + ngs->n_lastphn_cand; ngs->n_lastphn_cand++; candp->wid = w; candp->score = newphone_score - ngs->nwpen; candp->bp = hmm_out_history(&rhmm->hmm); } } } } } ngs->n_active_chan[nf & 0x1] = (int)(nacl - ngs->active_chan_list[nf & 0x1]); } /* * Prune currently active nonroot channels in HMM tree for next frame. Also, perform * exit transitions out of such channels and activate successors. */ static void prune_nonroot_chan(ngram_search_t *ngs, int frame_idx) { chan_t *hmm, *nexthmm; int32 nf, w, i; int32 thresh, newphone_thresh, lastphn_thresh, newphone_score; chan_t **acl, **nacl; /* active list, next active list */ lastphn_cand_t *candp; phone_loop_search_t *pls; nf = frame_idx + 1; thresh = ngs->best_score + ngs->dynamic_beam; newphone_thresh = ngs->best_score + ngs->pbeam; lastphn_thresh = ngs->best_score + ngs->lpbeam; pls = (phone_loop_search_t *)ps_search_lookahead(ngs); acl = ngs->active_chan_list[frame_idx & 0x1]; /* currently active HMMs in tree */ nacl = ngs->active_chan_list[nf & 0x1] + ngs->n_active_chan[nf & 0x1]; for (i = ngs->n_active_chan[frame_idx & 0x1], hmm = *(acl++); i > 0; --i, hmm = *(acl++)) { assert(hmm_frame(&hmm->hmm) >= frame_idx); if (hmm_bestscore(&hmm->hmm) BETTER_THAN thresh) { /* retain this channel in next frame */ if (hmm_frame(&hmm->hmm) != nf) { hmm_frame(&hmm->hmm) = nf; *(nacl++) = hmm; } /* transition to all next-level channel in the HMM tree */ newphone_score = hmm_out_score(&hmm->hmm) + ngs->pip; if (pls != NULL || newphone_score BETTER_THAN newphone_thresh) { for (nexthmm = hmm->next; nexthmm; nexthmm = nexthmm->alt) { int32 pl_newphone_score = newphone_score + phone_loop_search_score(pls, nexthmm->ciphone); if ((pl_newphone_score BETTER_THAN newphone_thresh) && ((hmm_frame(&nexthmm->hmm) < frame_idx) || (newphone_score BETTER_THAN hmm_in_score(&nexthmm->hmm)))) { if (hmm_frame(&nexthmm->hmm) != nf) { /* Keep this HMM on the active list */ *(nacl++) = nexthmm; } hmm_enter(&nexthmm->hmm, newphone_score, hmm_out_history(&hmm->hmm), nf); } } } /* * Transition to last phone of all words for which this is the * penultimate phone (the last phones may need multiple right contexts). * Remember to remove the temporary newword_penalty. */ if (pls != NULL || newphone_score BETTER_THAN lastphn_thresh) { for (w = hmm->info.penult_phn_wid; w >= 0; w = ngs->homophone_set[w]) { int32 pl_newphone_score = newphone_score + phone_loop_search_score (pls, dict_last_phone(ps_search_dict(ngs),w)); if (pl_newphone_score BETTER_THAN lastphn_thresh) { candp = ngs->lastphn_cand + ngs->n_lastphn_cand; ngs->n_lastphn_cand++; candp->wid = w; candp->score = newphone_score - ngs->nwpen; candp->bp = hmm_out_history(&hmm->hmm); } } } } else if (hmm_frame(&hmm->hmm) != nf) { hmm_clear(&hmm->hmm); } } ngs->n_active_chan[nf & 0x1] = (int)(nacl - ngs->active_chan_list[nf & 0x1]); } /* * Execute the transition into the last phone for all candidates words emerging from * the HMM tree. Attach LM scores to such transitions. * (Executed after pruning root and non-root, but before pruning word-chan.) */ static void last_phone_transition(ngram_search_t *ngs, int frame_idx) { int32 i, j, k, nf, bp, bpend, w; lastphn_cand_t *candp; int32 *nawl; int32 thresh; int32 bestscore, dscr; chan_t *hmm; bptbl_t *bpe; int32 n_cand_sf = 0; nf = frame_idx + 1; nawl = ngs->active_word_list[nf & 0x1]; ngs->st.n_lastphn_cand_utt += ngs->n_lastphn_cand; /* For each candidate word (entering its last phone) */ /* If best LM score and bp for candidate known use it, else sort cands by startfrm */ for (i = 0, candp = ngs->lastphn_cand; i < ngs->n_lastphn_cand; i++, candp++) { int32 start_score; /* This can happen if recognition fails. */ if (candp->bp == -1) continue; /* Backpointer entry for it. */ bpe = &(ngs->bp_table[candp->bp]); /* Subtract starting score for candidate, leave it with only word score */ start_score = ngram_search_exit_score (ngs, bpe, dict_first_phone(ps_search_dict(ngs), candp->wid)); assert(start_score BETTER_THAN WORST_SCORE); candp->score -= start_score; /* * If this candidate not occurred in an earlier frame, prepare for finding * best transition score into last phone; sort by start frame. */ /* i.e. if we don't have an entry in last_ltrans for this * , then create one */ if (ngs->last_ltrans[candp->wid].sf != bpe->frame + 1) { /* Look for an entry in cand_sf matching the backpointer * for this candidate. */ for (j = 0; j < n_cand_sf; j++) { if (ngs->cand_sf[j].bp_ef == bpe->frame) break; } /* Oh, we found one, so chain onto it. */ if (j < n_cand_sf) candp->next = ngs->cand_sf[j].cand; else { /* Nope, let's make a new one, allocating cand_sf if necessary. */ if (n_cand_sf >= ngs->cand_sf_alloc) { if (ngs->cand_sf_alloc == 0) { ngs->cand_sf = ckd_calloc(CAND_SF_ALLOCSIZE, sizeof(*ngs->cand_sf)); ngs->cand_sf_alloc = CAND_SF_ALLOCSIZE; } else { ngs->cand_sf_alloc += CAND_SF_ALLOCSIZE; ngs->cand_sf = ckd_realloc(ngs->cand_sf, ngs->cand_sf_alloc * sizeof(*ngs->cand_sf)); E_INFO("cand_sf[] increased to %d entries\n", ngs->cand_sf_alloc); } } /* Use the newly created cand_sf. */ j = n_cand_sf++; candp->next = -1; /* End of the chain. */ ngs->cand_sf[j].bp_ef = bpe->frame; } /* Update it to point to this candidate. */ ngs->cand_sf[j].cand = i; ngs->last_ltrans[candp->wid].dscr = WORST_SCORE; ngs->last_ltrans[candp->wid].sf = bpe->frame + 1; } } /* Compute best LM score and bp for new cands entered in the sorted lists above */ for (i = 0; i < n_cand_sf; i++) { /* For the i-th unique end frame... */ bp = ngs->bp_table_idx[ngs->cand_sf[i].bp_ef]; bpend = ngs->bp_table_idx[ngs->cand_sf[i].bp_ef + 1]; for (bpe = &(ngs->bp_table[bp]); bp < bpend; bp++, bpe++) { if (!bpe->valid) continue; /* For each candidate at the start frame find bp->cand transition-score */ for (j = ngs->cand_sf[i].cand; j >= 0; j = candp->next) { int32 n_used; candp = &(ngs->lastphn_cand[j]); dscr = ngram_search_exit_score (ngs, bpe, dict_first_phone(ps_search_dict(ngs), candp->wid)); if (dscr BETTER_THAN WORST_SCORE) { assert(!dict_filler_word(ps_search_dict(ngs), candp->wid)); dscr += ngram_tg_score(ngs->lmset, dict_basewid(ps_search_dict(ngs), candp->wid), bpe->real_wid, bpe->prev_real_wid, &n_used)>>SENSCR_SHIFT; } if (dscr BETTER_THAN ngs->last_ltrans[candp->wid].dscr) { ngs->last_ltrans[candp->wid].dscr = dscr; ngs->last_ltrans[candp->wid].bp = bp; } } } } /* Update best transitions for all candidates; also update best lastphone score */ bestscore = ngs->last_phone_best_score; for (i = 0, candp = ngs->lastphn_cand; i < ngs->n_lastphn_cand; i++, candp++) { candp->score += ngs->last_ltrans[candp->wid].dscr; candp->bp = ngs->last_ltrans[candp->wid].bp; if (candp->score BETTER_THAN bestscore) bestscore = candp->score; } ngs->last_phone_best_score = bestscore; /* At this pt, we know the best entry score (with LM component) for all candidates */ thresh = bestscore + ngs->lponlybeam; for (i = ngs->n_lastphn_cand, candp = ngs->lastphn_cand; i > 0; --i, candp++) { if (candp->score BETTER_THAN thresh) { w = candp->wid; ngram_search_alloc_all_rc(ngs, w); k = 0; for (hmm = ngs->word_chan[w]; hmm; hmm = hmm->next) { if ((hmm_frame(&hmm->hmm) < frame_idx) || (candp->score BETTER_THAN hmm_in_score(&hmm->hmm))) { assert(hmm_frame(&hmm->hmm) != nf); hmm_enter(&hmm->hmm, candp->score, candp->bp, nf); k++; } } if (k > 0) { assert(bitvec_is_clear(ngs->word_active, w)); assert(!dict_is_single_phone(ps_search_dict(ngs), w)); *(nawl++) = w; bitvec_set(ngs->word_active, w); } } } ngs->n_active_word[nf & 0x1] = (int)(nawl - ngs->active_word_list[nf & 0x1]); } /* * Prune currently active word channels for next frame. Also, perform exit * transitions out of such channels and active successors. */ static void prune_word_chan(ngram_search_t *ngs, int frame_idx) { root_chan_t *rhmm; chan_t *hmm, *thmm; chan_t **phmmp; /* previous HMM-pointer */ int32 nf, w, i, k; int32 newword_thresh, lastphn_thresh; int32 *awl, *nawl; nf = frame_idx + 1; newword_thresh = ngs->last_phone_best_score + ngs->wbeam; lastphn_thresh = ngs->last_phone_best_score + ngs->lponlybeam; awl = ngs->active_word_list[frame_idx & 0x1]; nawl = ngs->active_word_list[nf & 0x1] + ngs->n_active_word[nf & 0x1]; /* Dynamically allocated last channels of multi-phone words */ for (i = ngs->n_active_word[frame_idx & 0x1], w = *(awl++); i > 0; --i, w = *(awl++)) { k = 0; phmmp = &(ngs->word_chan[w]); for (hmm = ngs->word_chan[w]; hmm; hmm = thmm) { assert(hmm_frame(&hmm->hmm) >= frame_idx); thmm = hmm->next; if (hmm_bestscore(&hmm->hmm) BETTER_THAN lastphn_thresh) { /* retain this channel in next frame */ hmm_frame(&hmm->hmm) = nf; k++; phmmp = &(hmm->next); /* Could if ((! skip_alt_frm) || (frame_idx & 0x1)) the following */ if (hmm_out_score(&hmm->hmm) BETTER_THAN newword_thresh) { /* can exit channel and recognize word */ ngram_search_save_bp(ngs, frame_idx, w, hmm_out_score(&hmm->hmm), hmm_out_history(&hmm->hmm), hmm->info.rc_id); } } else if (hmm_frame(&hmm->hmm) == nf) { phmmp = &(hmm->next); } else { hmm_deinit(&hmm->hmm); listelem_free(ngs->chan_alloc, hmm); *phmmp = thmm; } } if ((k > 0) && (bitvec_is_clear(ngs->word_active, w))) { assert(!dict_is_single_phone(ps_search_dict(ngs), w)); *(nawl++) = w; bitvec_set(ngs->word_active, w); } } ngs->n_active_word[nf & 0x1] = (int)(nawl - ngs->active_word_list[nf & 0x1]); /* * Prune permanently allocated single-phone channels. * NOTES: score[] of pruned channels set to WORST_SCORE elsewhere. */ for (i = 0; i < ngs->n_1ph_words; i++) { w = ngs->single_phone_wid[i]; rhmm = (root_chan_t *) ngs->word_chan[w]; E_DEBUG(3,("Single phone word %s frame %d score %d thresh %d outscore %d nwthresh %d\n", dict_wordstr(ps_search_dict(ngs),w), hmm_frame(&rhmm->hmm), hmm_bestscore(&rhmm->hmm), lastphn_thresh, hmm_out_score(&rhmm->hmm), newword_thresh)); if (hmm_frame(&rhmm->hmm) < frame_idx) continue; if (hmm_bestscore(&rhmm->hmm) BETTER_THAN lastphn_thresh) { hmm_frame(&rhmm->hmm) = nf; /* Could if ((! skip_alt_frm) || (frame_idx & 0x1)) the following */ if (hmm_out_score(&rhmm->hmm) BETTER_THAN newword_thresh) { E_DEBUG(4,("Exiting single phone word %s with %d > %d, %d\n", dict_wordstr(ps_search_dict(ngs),w), hmm_out_score(&rhmm->hmm), lastphn_thresh, newword_thresh)); ngram_search_save_bp(ngs, frame_idx, w, hmm_out_score(&rhmm->hmm), hmm_out_history(&rhmm->hmm), 0); } } } } static void prune_channels(ngram_search_t *ngs, int frame_idx) { /* Clear last phone candidate list. */ ngs->n_lastphn_cand = 0; /* Set the dynamic beam based on maxhmmpf here. */ ngs->dynamic_beam = ngs->beam; if (ngs->maxhmmpf != -1 && ngs->st.n_root_chan_eval + ngs->st.n_nonroot_chan_eval > ngs->maxhmmpf) { /* Build a histogram to approximately prune them. */ int32 bins[256], bw, nhmms, i; root_chan_t *rhmm; chan_t **acl, *hmm; /* Bins go from zero (best score) to edge of beam. */ bw = -ngs->beam / 256; memset(bins, 0, sizeof(bins)); /* For each active root channel. */ for (i = 0, rhmm = ngs->root_chan; i < ngs->n_root_chan; i++, rhmm++) { int32 b; /* Put it in a bin according to its bestscore. */ b = (ngs->best_score - hmm_bestscore(&rhmm->hmm)) / bw; if (b >= 256) b = 255; ++bins[b]; } /* For each active non-root channel. */ acl = ngs->active_chan_list[frame_idx & 0x1]; /* currently active HMMs in tree */ for (i = ngs->n_active_chan[frame_idx & 0x1], hmm = *(acl++); i > 0; --i, hmm = *(acl++)) { int32 b; /* Put it in a bin according to its bestscore. */ b = (ngs->best_score - hmm_bestscore(&hmm->hmm)) / bw; if (b >= 256) b = 255; ++bins[b]; } /* Walk down the bins to find the new beam. */ for (i = nhmms = 0; i < 256; ++i) { nhmms += bins[i]; if (nhmms > ngs->maxhmmpf) break; } ngs->dynamic_beam = -(i * bw); } prune_root_chan(ngs, frame_idx); prune_nonroot_chan(ngs, frame_idx); last_phone_transition(ngs, frame_idx); prune_word_chan(ngs, frame_idx); } /* * Limit the number of word exits in each frame to maxwpf. And also limit the number of filler * words to 1. */ static void bptable_maxwpf(ngram_search_t *ngs, int frame_idx) { int32 bp, n; int32 bestscr, worstscr; bptbl_t *bpe, *bestbpe, *worstbpe; /* Don't prune if no pruing. */ if (ngs->maxwpf == -1 || ngs->maxwpf == ps_search_n_words(ngs)) return; /* Allow only one filler word exit (the best) per frame */ bestscr = (int32) 0x80000000; bestbpe = NULL; n = 0; for (bp = ngs->bp_table_idx[frame_idx]; bp < ngs->bpidx; bp++) { bpe = &(ngs->bp_table[bp]); if (dict_filler_word(ps_search_dict(ngs), bpe->wid)) { if (bpe->score BETTER_THAN bestscr) { bestscr = bpe->score; bestbpe = bpe; } bpe->valid = FALSE; n++; /* No. of filler words */ } } /* Restore bestbpe to valid state */ if (bestbpe != NULL) { bestbpe->valid = TRUE; --n; } /* Allow up to maxwpf best entries to survive; mark the remaining with valid = 0 */ n = (ngs->bpidx - ngs->bp_table_idx[frame_idx]) - n; /* No. of entries after limiting fillers */ for (; n > ngs->maxwpf; --n) { /* Find worst BPTable entry */ worstscr = (int32) 0x7fffffff; worstbpe = NULL; for (bp = ngs->bp_table_idx[frame_idx]; (bp < ngs->bpidx); bp++) { bpe = &(ngs->bp_table[bp]); if (bpe->valid && (bpe->score WORSE_THAN worstscr)) { worstscr = bpe->score; worstbpe = bpe; } } /* FIXME: Don't panic! */ if (worstbpe == NULL) E_FATAL("PANIC: No worst BPtable entry remaining\n"); worstbpe->valid = FALSE; } } static void word_transition(ngram_search_t *ngs, int frame_idx) { int32 i, k, bp, w, nf; int32 rc; int32 thresh, newscore, pl_newscore; bptbl_t *bpe; root_chan_t *rhmm; struct bestbp_rc_s *bestbp_rc_ptr; phone_loop_search_t *pls; dict_t *dict = ps_search_dict(ngs); dict2pid_t *d2p = ps_search_dict2pid(ngs); /* * Transition to start of new word instances (HMM tree roots); but only if words * other than finished here. * But, first, find the best starting score for each possible right context phone. */ for (i = bin_mdef_n_ciphone(ps_search_acmod(ngs)->mdef) - 1; i >= 0; --i) ngs->bestbp_rc[i].score = WORST_SCORE; k = 0; pls = (phone_loop_search_t *)ps_search_lookahead(ngs); /* Ugh, this is complicated. Scan all word exits for this frame * (they have already been created by prune_word_chan()). */ for (bp = ngs->bp_table_idx[frame_idx]; bp < ngs->bpidx; bp++) { bpe = &(ngs->bp_table[bp]); ngs->word_lat_idx[bpe->wid] = NO_BP; if (bpe->wid == ps_search_finish_wid(ngs)) continue; k++; /* DICT2PID */ /* Array of HMM scores corresponding to all the possible right * context expansions of the final phone. It's likely that a * lot of these are going to be missing, actually. */ if (bpe->last2_phone == -1) { /* implies s_idx == -1 */ /* No right context expansion. */ for (rc = 0; rc < bin_mdef_n_ciphone(ps_search_acmod(ngs)->mdef); ++rc) { if (bpe->score BETTER_THAN ngs->bestbp_rc[rc].score) { E_DEBUG(4,("bestbp_rc[0] = %d lc %d\n", bpe->score, bpe->last_phone)); ngs->bestbp_rc[rc].score = bpe->score; ngs->bestbp_rc[rc].path = bp; ngs->bestbp_rc[rc].lc = bpe->last_phone; } } } else { xwdssid_t *rssid = dict2pid_rssid(d2p, bpe->last_phone, bpe->last2_phone); int32 *rcss = &(ngs->bscore_stack[bpe->s_idx]); for (rc = 0; rc < bin_mdef_n_ciphone(ps_search_acmod(ngs)->mdef); ++rc) { if (rcss[rssid->cimap[rc]] BETTER_THAN ngs->bestbp_rc[rc].score) { E_DEBUG(4,("bestbp_rc[%d] = %d lc %d\n", rc, rcss[rssid->cimap[rc]], bpe->last_phone)); ngs->bestbp_rc[rc].score = rcss[rssid->cimap[rc]]; ngs->bestbp_rc[rc].path = bp; ngs->bestbp_rc[rc].lc = bpe->last_phone; } } } } if (k == 0) return; nf = frame_idx + 1; thresh = ngs->best_score + ngs->dynamic_beam; /* * Hypothesize successors to words finished in this frame. * Main dictionary, multi-phone words transition to HMM-trees roots. */ for (i = ngs->n_root_chan, rhmm = ngs->root_chan; i > 0; --i, rhmm++) { bestbp_rc_ptr = &(ngs->bestbp_rc[rhmm->ciphone]); newscore = bestbp_rc_ptr->score + ngs->nwpen + ngs->pip; pl_newscore = newscore + phone_loop_search_score(pls, rhmm->ciphone); if (pl_newscore BETTER_THAN thresh) { if ((hmm_frame(&rhmm->hmm) < frame_idx) || (newscore BETTER_THAN hmm_in_score(&rhmm->hmm))) { hmm_enter(&rhmm->hmm, newscore, bestbp_rc_ptr->path, nf); /* DICT2PID: Another place where mpx ssids are entered. */ /* Look up the ssid to use when entering this mpx triphone. */ hmm_mpx_ssid(&rhmm->hmm, 0) = dict2pid_ldiph_lc(d2p, rhmm->ciphone, rhmm->ci2phone, bestbp_rc_ptr->lc); assert(hmm_mpx_ssid(&rhmm->hmm, 0) != BAD_SSID); } } } /* * Single phone words; no right context for these. Cannot use bestbp_rc as * LM scores have to be included. First find best transition to these words. */ for (i = 0; i < ngs->n_1ph_LMwords; i++) { w = ngs->single_phone_wid[i]; ngs->last_ltrans[w].dscr = (int32) 0x80000000; } for (bp = ngs->bp_table_idx[frame_idx]; bp < ngs->bpidx; bp++) { bpe = &(ngs->bp_table[bp]); if (!bpe->valid) continue; for (i = 0; i < ngs->n_1ph_LMwords; i++) { int32 n_used; w = ngs->single_phone_wid[i]; newscore = ngram_search_exit_score (ngs, bpe, dict_first_phone(dict, w)); E_DEBUG(4, ("initial newscore for %s: %d\n", dict_wordstr(dict, w), newscore)); if (newscore != WORST_SCORE) newscore += ngram_tg_score(ngs->lmset, dict_basewid(dict, w), bpe->real_wid, bpe->prev_real_wid, &n_used)>>SENSCR_SHIFT; /* FIXME: Not sure how WORST_SCORE could be better, but it * apparently happens. */ if (newscore BETTER_THAN ngs->last_ltrans[w].dscr) { ngs->last_ltrans[w].dscr = newscore; ngs->last_ltrans[w].bp = bp; } } } /* Now transition to in-LM single phone words */ for (i = 0; i < ngs->n_1ph_LMwords; i++) { w = ngs->single_phone_wid[i]; /* Never transition into the start word (for one thing, it is a non-event in the language model.) */ if (w == dict_startwid(ps_search_dict(ngs))) continue; rhmm = (root_chan_t *) ngs->word_chan[w]; newscore = ngs->last_ltrans[w].dscr + ngs->pip; pl_newscore = newscore + phone_loop_search_score(pls, rhmm->ciphone); if (pl_newscore BETTER_THAN thresh) { bpe = ngs->bp_table + ngs->last_ltrans[w].bp; if ((hmm_frame(&rhmm->hmm) < frame_idx) || (newscore BETTER_THAN hmm_in_score(&rhmm->hmm))) { hmm_enter(&rhmm->hmm, newscore, ngs->last_ltrans[w].bp, nf); /* DICT2PID: another place where mpx ssids are entered. */ /* Look up the ssid to use when entering this mpx triphone. */ hmm_mpx_ssid(&rhmm->hmm, 0) = dict2pid_ldiph_lc(d2p, rhmm->ciphone, rhmm->ci2phone, dict_last_phone(dict, bpe->wid)); assert(hmm_mpx_ssid(&rhmm->hmm, 0) != BAD_SSID); } } } /* Remaining words: , noise words. No mpx for these! */ w = ps_search_silence_wid(ngs); rhmm = (root_chan_t *) ngs->word_chan[w]; bestbp_rc_ptr = &(ngs->bestbp_rc[ps_search_acmod(ngs)->mdef->sil]); newscore = bestbp_rc_ptr->score + ngs->silpen + ngs->pip; pl_newscore = newscore + phone_loop_search_score(pls, rhmm->ciphone); if (pl_newscore BETTER_THAN thresh) { if ((hmm_frame(&rhmm->hmm) < frame_idx) || (newscore BETTER_THAN hmm_in_score(&rhmm->hmm))) { hmm_enter(&rhmm->hmm, newscore, bestbp_rc_ptr->path, nf); } } for (w = dict_filler_start(dict); w <= dict_filler_end(dict); w++) { if (w == ps_search_silence_wid(ngs)) continue; /* Never transition into the start word (for one thing, it is a non-event in the language model.) */ if (w == dict_startwid(ps_search_dict(ngs))) continue; rhmm = (root_chan_t *) ngs->word_chan[w]; /* If this was not actually a single-phone word, rhmm will be NULL. */ if (rhmm == NULL) continue; newscore = bestbp_rc_ptr->score + ngs->fillpen + ngs->pip; pl_newscore = newscore + phone_loop_search_score(pls, rhmm->ciphone); if (pl_newscore BETTER_THAN thresh) { if ((hmm_frame(&rhmm->hmm) < frame_idx) || (newscore BETTER_THAN hmm_in_score(&rhmm->hmm))) { hmm_enter(&rhmm->hmm, newscore, bestbp_rc_ptr->path, nf); } } } } static void deactivate_channels(ngram_search_t *ngs, int frame_idx) { root_chan_t *rhmm; int i; /* Clear score[] of pruned root channels */ for (i = ngs->n_root_chan, rhmm = ngs->root_chan; i > 0; --i, rhmm++) { if (hmm_frame(&rhmm->hmm) == frame_idx) { hmm_clear(&rhmm->hmm); } } /* Clear score[] of pruned single-phone channels */ for (i = 0; i < ngs->n_1ph_words; i++) { int32 w = ngs->single_phone_wid[i]; rhmm = (root_chan_t *) ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) == frame_idx) { hmm_clear(&rhmm->hmm); } } } int ngram_fwdtree_search(ngram_search_t *ngs, int frame_idx) { int16 const *senscr; /* Activate our HMMs for the current frame if need be. */ if (!ps_search_acmod(ngs)->compallsen) compute_sen_active(ngs, frame_idx); /* Compute GMM scores for the current frame. */ if ((senscr = acmod_score(ps_search_acmod(ngs), &frame_idx)) == NULL) return 0; ngs->st.n_senone_active_utt += ps_search_acmod(ngs)->n_senone_active; /* Mark backpointer table for current frame. */ ngram_search_mark_bptable(ngs, frame_idx); /* If the best score is equal to or worse than WORST_SCORE, * recognition has failed, don't bother to keep trying. */ if (ngs->best_score == WORST_SCORE || ngs->best_score WORSE_THAN WORST_SCORE) return 0; /* Renormalize if necessary */ if (ngs->best_score + (2 * ngs->beam) WORSE_THAN WORST_SCORE) { E_INFO("Renormalizing Scores at frame %d, best score %d\n", frame_idx, ngs->best_score); renormalize_scores(ngs, frame_idx, ngs->best_score); } /* Evaluate HMMs */ evaluate_channels(ngs, senscr, frame_idx); /* Prune HMMs and do phone transitions. */ prune_channels(ngs, frame_idx); /* Do absolute pruning on word exits. */ bptable_maxwpf(ngs, frame_idx); /* Do word transitions. */ word_transition(ngs, frame_idx); /* Deactivate pruned HMMs. */ deactivate_channels(ngs, frame_idx); ++ngs->n_frame; /* Return the number of frames processed. */ return 1; } void ngram_fwdtree_finish(ngram_search_t *ngs) { int32 i, w, cf, *awl; root_chan_t *rhmm; chan_t *hmm, **acl; /* This is the number of frames processed. */ cf = ps_search_acmod(ngs)->output_frame; /* Add a mark in the backpointer table for one past the final frame. */ ngram_search_mark_bptable(ngs, cf); /* Deactivate channels lined up for the next frame */ /* First, root channels of HMM tree */ for (i = ngs->n_root_chan, rhmm = ngs->root_chan; i > 0; --i, rhmm++) { hmm_clear(&rhmm->hmm); } /* nonroot channels of HMM tree */ i = ngs->n_active_chan[cf & 0x1]; acl = ngs->active_chan_list[cf & 0x1]; for (hmm = *(acl++); i > 0; --i, hmm = *(acl++)) { hmm_clear(&hmm->hmm); } /* word channels */ i = ngs->n_active_word[cf & 0x1]; awl = ngs->active_word_list[cf & 0x1]; for (w = *(awl++); i > 0; --i, w = *(awl++)) { /* Don't accidentally free single-phone words! */ if (dict_is_single_phone(ps_search_dict(ngs), w)) continue; bitvec_clear(ngs->word_active, w); if (ngs->word_chan[w] == NULL) continue; ngram_search_free_all_rc(ngs, w); } /* * The previous search code did a postprocessing of the * backpointer table here, but we will postpone this until it is * absolutely necessary, i.e. when generating a word graph. * Likewise we don't actually have to decide what the exit word is * until somebody requests a backtrace. */ ptmr_stop(&ngs->fwdtree_perf); /* Print out some statistics. */ if (cf > 0) { double n_speech = (double)(cf + 1) / cmd_ln_int32_r(ps_search_config(ngs), "-frate"); E_INFO("%8d words recognized (%d/fr)\n", ngs->bpidx, (ngs->bpidx + (cf >> 1)) / (cf + 1)); E_INFO("%8d senones evaluated (%d/fr)\n", ngs->st.n_senone_active_utt, (ngs->st.n_senone_active_utt + (cf >> 1)) / (cf + 1)); E_INFO("%8d channels searched (%d/fr), %d 1st, %d last\n", ngs->st.n_root_chan_eval + ngs->st.n_nonroot_chan_eval, (ngs->st.n_root_chan_eval + ngs->st.n_nonroot_chan_eval) / (cf + 1), ngs->st.n_root_chan_eval, ngs->st.n_last_chan_eval); E_INFO("%8d words for which last channels evaluated (%d/fr)\n", ngs->st.n_word_lastchan_eval, ngs->st.n_word_lastchan_eval / (cf + 1)); E_INFO("%8d candidate words for entering last phone (%d/fr)\n", ngs->st.n_lastphn_cand_utt, ngs->st.n_lastphn_cand_utt / (cf + 1)); E_INFO("fwdtree %.2f CPU %.3f xRT\n", ngs->fwdtree_perf.t_cpu, ngs->fwdtree_perf.t_cpu / n_speech); E_INFO("fwdtree %.2f wall %.3f xRT\n", ngs->fwdtree_perf.t_elapsed, ngs->fwdtree_perf.t_elapsed / n_speech); } /* dump_bptable(ngs); */ } pocketsphinx-5prealpha/src/libpocketsphinx/allphone_search.c0000664000175000017500000006520712520771215021703 00000000000000/* ==================================================================== * Copyright (c) 2014 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * allphone_search.c -- Search for phonetic decoding. */ #include #include #include #include #include #include #include #include #include "pocketsphinx_internal.h" #include "allphone_search.h" static ps_lattice_t * allphone_search_lattice(ps_search_t * search) { //cap return NULL; } static int allphone_search_prob(ps_search_t * search) { return 0; } static void allphone_backtrace(allphone_search_t * allphs, int32 f); static void allphone_search_seg_free(ps_seg_t * seg) { ckd_free(seg); } static void allphone_search_fill_iter(ps_seg_t *seg, phseg_t *phseg) { seg->sf = phseg->sf; seg->ef = phseg->ef; seg->ascr = phseg->score; seg->lscr = phseg->tscore; seg->word = bin_mdef_ciphone_str(ps_search_acmod(seg->search)->mdef, phseg->ci); } static ps_seg_t * allphone_search_seg_next(ps_seg_t * seg) { phseg_iter_t *itor = (phseg_iter_t *) seg; phseg_t *phseg; itor->seg = itor->seg->next; if (itor->seg == NULL) { allphone_search_seg_free(seg); return NULL; } phseg = gnode_ptr(itor->seg); allphone_search_fill_iter(seg, phseg); return seg; } static ps_segfuncs_t fsg_segfuncs = { /* seg_next */ allphone_search_seg_next, /* seg_free */ allphone_search_seg_free }; static ps_seg_t * allphone_search_seg_iter(ps_search_t * search, int32 * out_score) { allphone_search_t *allphs = (allphone_search_t *) search; phseg_iter_t *iter; allphone_backtrace(allphs, allphs->frame - 1); if (allphs->segments == NULL) return NULL; iter = ckd_calloc(1, sizeof(phseg_iter_t)); iter->base.vt = &fsg_segfuncs; iter->base.search = search; iter->seg = allphs->segments; allphone_search_fill_iter((ps_seg_t *)iter, gnode_ptr(iter->seg)); return (ps_seg_t *) iter; } static ps_searchfuncs_t allphone_funcs = { /* start: */ allphone_search_start, /* step: */ allphone_search_step, /* finish: */ allphone_search_finish, /* reinit: */ allphone_search_reinit, /* free: */ allphone_search_free, /* lattice: */ allphone_search_lattice, /* hyp: */ allphone_search_hyp, /* prob: */ allphone_search_prob, /* seg_iter: */ allphone_search_seg_iter, }; /** * Find PHMM node with same senone sequence and tmat id as the given triphone. * Return ptr to PHMM node if found, NULL otherwise. */ static phmm_t * phmm_lookup(allphone_search_t * allphs, s3pid_t pid) { phmm_t *p; bin_mdef_t *mdef; phmm_t **ci_phmm; mdef = ((ps_search_t *) allphs)->acmod->mdef; ci_phmm = allphs->ci_phmm; for (p = ci_phmm[bin_mdef_pid2ci(mdef, pid)]; p; p = p->next) { if (mdef_pid2tmatid(mdef, p->pid) == mdef_pid2tmatid(mdef, pid)) if (mdef_pid2ssid(mdef, p->pid) == mdef_pid2ssid(mdef, pid)) return p; } //not found return NULL; } static int32 phmm_link(allphone_search_t * allphs) { s3cipid_t ci, rc; phmm_t *p, *p2; int32 *rclist; int32 i, n_link; plink_t *l; bin_mdef_t *mdef; phmm_t **ci_phmm; mdef = ((ps_search_t *) allphs)->acmod->mdef; ci_phmm = allphs->ci_phmm; rclist = (int32 *) ckd_calloc(mdef->n_ciphone + 1, sizeof(int32)); /* Create successor links between PHMM nodes */ n_link = 0; for (ci = 0; ci < mdef->n_ciphone; ci++) { for (p = ci_phmm[ci]; p; p = p->next) { /* Build rclist for p */ i = 0; for (rc = 0; rc < mdef->n_ciphone; rc++) { if (bitvec_is_set(p->rc, rc)) rclist[i++] = rc; } rclist[i] = BAD_S3CIPID; /* For each rc in rclist, transition to PHMMs for rc if left context = ci */ for (i = 0; IS_S3CIPID(rclist[i]); i++) { for (p2 = ci_phmm[rclist[i]]; p2; p2 = p2->next) { if (bitvec_is_set(p2->lc, ci)) { /* transition from p to p2 */ l = (plink_t *) ckd_calloc(1, sizeof(*l)); l->phmm = p2; l->next = p->succlist; p->succlist = l; n_link++; } } } } } ckd_free(rclist); return n_link; } /** * Build net from phone HMMs */ static int phmm_build(allphone_search_t * allphs) { phmm_t *p, **pid2phmm; bin_mdef_t *mdef; int32 lrc_size; uint32 *lc, *rc; s3pid_t pid; s3cipid_t ci; s3cipid_t *filler; int n_phmm, n_link; int i, nphone; mdef = ((ps_search_t *) allphs)->acmod->mdef; allphs->ci_phmm = (phmm_t **) ckd_calloc(bin_mdef_n_ciphone(mdef), sizeof(phmm_t *)); pid2phmm = (phmm_t **) ckd_calloc(bin_mdef_n_phone(mdef), sizeof(phmm_t *)); /* For each unique ciphone/triphone entry in mdef, create a PHMM node */ n_phmm = 0; nphone = allphs->ci_only ? bin_mdef_n_ciphone(mdef) : bin_mdef_n_phone(mdef); E_INFO("Building PHMM net of %d phones\n", nphone); for (pid = 0; pid < nphone; pid++) { if ((p = phmm_lookup(allphs, pid)) == NULL) { //not found, should be created p = (phmm_t *) ckd_calloc(1, sizeof(*p)); hmm_init(allphs->hmmctx, &(p->hmm), FALSE, mdef_pid2ssid(mdef, pid), mdef->phone[pid].tmat); p->pid = pid; p->ci = bin_mdef_pid2ci(mdef, pid); p->succlist = NULL; p->next = allphs->ci_phmm[p->ci]; allphs->ci_phmm[p->ci] = p; n_phmm++; } pid2phmm[pid] = p; } /* Fill out bitvecs of each PHMM node, alloc continuous memory chunk for context bitvectors */ lrc_size = bitvec_size(bin_mdef_n_ciphone(mdef)); lc = ckd_calloc(n_phmm * 2 * lrc_size, sizeof(bitvec_t)); rc = lc + (n_phmm * lrc_size); for (ci = 0; ci < mdef->n_ciphone; ci++) { for (p = allphs->ci_phmm[ci]; p; p = p->next) { p->lc = lc; lc += lrc_size; p->rc = rc; rc += lrc_size; } } /* Fill out lc and rc bitmaps (remember to map all fillers to each other!!) */ filler = (s3cipid_t *) ckd_calloc(bin_mdef_n_ciphone(mdef) + 1, sizeof(s3cipid_t)); /* Connect fillers */ i = 0; for (ci = 0; ci < bin_mdef_n_ciphone(mdef); ci++) { p = pid2phmm[ci]; bitvec_set_all(p->lc, bin_mdef_n_ciphone(mdef)); bitvec_set_all(p->rc, bin_mdef_n_ciphone(mdef)); if (mdef->phone[ci].info.ci.filler) { filler[i++] = ci; } } filler[i] = BAD_S3CIPID; /* Loop over cdphones only if ci_only is not set */ for (pid = bin_mdef_n_ciphone(mdef); pid < nphone; pid++) { p = pid2phmm[pid]; if (mdef->phone[mdef->phone[pid].info.cd.ctx[1]].info.ci.filler) { for (i = 0; IS_S3CIPID(filler[i]); i++) bitvec_set(p->lc, filler[i]); } else bitvec_set(p->lc, mdef->phone[pid].info.cd.ctx[1]); if (mdef->phone[mdef->phone[pid].info.cd.ctx[2]].info.ci.filler) { for (i = 0; IS_S3CIPID(filler[i]); i++) bitvec_set(p->rc, filler[i]); } else bitvec_set(p->rc, mdef->phone[pid].info.cd.ctx[2]); } ckd_free(pid2phmm); ckd_free(filler); /* Create links between PHMM nodes */ n_link = phmm_link(allphs); E_INFO("%d nodes, %d links\n", n_phmm, n_link); return 0; } static void phmm_free(allphone_search_t * allphs) { s3cipid_t ci; bin_mdef_t *mdef; if (!allphs->ci_phmm) //nothing to free return; ckd_free(allphs->ci_phmm[0]->lc); mdef = ((ps_search_t *) allphs)->acmod->mdef; for (ci = 0; ci < mdef_n_ciphone(mdef); ++ci) { phmm_t *p, *next; for (p = allphs->ci_phmm[ci]; p; p = next) { plink_t *l, *lnext; next = p->next; for (l = p->succlist; l; l = lnext) { lnext = l->next; ckd_free(l); } hmm_deinit(&(p->hmm)); ckd_free(p); } } ckd_free(allphs->ci_phmm); } /** Evaluate active PHMMs */ static int32 phmm_eval_all(allphone_search_t * allphs, const int16 * senscr) { s3cipid_t ci; phmm_t *p; int32 best; bin_mdef_t *mdef; phmm_t **ci_phmm; mdef = ((ps_search_t *) allphs)->acmod->mdef; ci_phmm = allphs->ci_phmm; best = WORST_SCORE; hmm_context_set_senscore(allphs->hmmctx, senscr); for (ci = 0; ci < mdef->n_ciphone; ci++) { for (p = ci_phmm[(unsigned) ci]; p; p = p->next) { if (hmm_frame(&(p->hmm)) == allphs->frame) { int32 score; allphs->n_hmm_eval++; score = hmm_vit_eval((hmm_t *) p); if (score > best) best = score; } } } return best; } static void phmm_exit(allphone_search_t * allphs, int32 best) { s3cipid_t ci; phmm_t *p; int32 th, nf; history_t *h; blkarray_list_t *history; bin_mdef_t *mdef; int32 curfrm; phmm_t **ci_phmm; int32 *ci2lmwid; th = best + allphs->pbeam; history = allphs->history; mdef = ps_search_acmod(allphs)->mdef; curfrm = allphs->frame; ci_phmm = allphs->ci_phmm; ci2lmwid = allphs->ci2lmwid; nf = curfrm + 1; for (ci = 0; ci < mdef->n_ciphone; ci++) { for (p = ci_phmm[(unsigned) ci]; p; p = p->next) { if (hmm_frame(&(p->hmm)) == curfrm) { if (hmm_bestscore(&(p->hmm)) >= th) { h = (history_t *) ckd_calloc(1, sizeof(*h)); h->ef = curfrm; h->phmm = p; h->hist = hmm_out_history(&(p->hmm)); h->score = hmm_out_score(&(p->hmm)); if (!allphs->lm) { h->tscore = allphs->inspen; } else { if (h->hist > 0) { int32 n_used; history_t *pred = blkarray_list_get(history, h->hist); if (pred->hist > 0) { history_t *pred_pred = blkarray_list_get(history, h->hist); h->tscore = ngram_tg_score(allphs->lm, ci2lmwid [pred_pred->phmm->ci], ci2lmwid[pred-> phmm->ci], ci2lmwid[p->ci], &n_used) >> SENSCR_SHIFT; } else { h->tscore = ngram_bg_score(allphs->lm, ci2lmwid [pred->phmm->ci], ci2lmwid[p->ci], &n_used) >> SENSCR_SHIFT; } } else { /* * This is the beginning SIL and in srch_allphone_begin() * it's inscore is set to 0. */ h->tscore = 0; } } blkarray_list_append(history, h); /* Mark PHMM active in next frame */ hmm_frame(&(p->hmm)) = nf; } else { /* Reset state scores */ hmm_clear(&(p->hmm)); } } } } } static void phmm_trans(allphone_search_t * allphs, int32 best, int32 frame_history_start) { history_t *h; phmm_t *from, *to; plink_t *l; int32 newscore, nf, curfrm; int32 *ci2lmwid; int32 hist_idx; curfrm = allphs->frame; nf = curfrm + 1; ci2lmwid = allphs->ci2lmwid; /* Transition from exited nodes to initial states of HMMs */ for (hist_idx = frame_history_start; hist_idx < blkarray_list_n_valid(allphs->history); hist_idx++) { h = blkarray_list_get(allphs->history, hist_idx); from = h->phmm; for (l = from->succlist; l; l = l->next) { int32 tscore; to = l->phmm; /* No LM, just use uniform (insertion penalty). */ if (!allphs->lm) tscore = allphs->inspen; /* If they are not in the LM, kill this * transition. */ else if (ci2lmwid[to->ci] == NGRAM_INVALID_WID) continue; else { int32 n_used; if (h->hist > 0) { history_t *pred = blkarray_list_get(allphs->history, h->hist); tscore = ngram_tg_score(allphs->lm, ci2lmwid[pred->phmm->ci], ci2lmwid[from->ci], ci2lmwid[to->ci], &n_used) >> SENSCR_SHIFT; } else { tscore = ngram_bg_score(allphs->lm, ci2lmwid[from->ci], ci2lmwid[to->ci], &n_used) >> SENSCR_SHIFT; } } newscore = h->score + tscore; if ((newscore > best + allphs->beam) && (newscore > hmm_in_score(&(to->hmm)))) { hmm_enter(&(to->hmm), newscore, hist_idx, nf); } } } } ps_search_t * allphone_search_init(const char *name, ngram_model_t * lm, cmd_ln_t * config, acmod_t * acmod, dict_t * dict, dict2pid_t * d2p) { int i; bin_mdef_t *mdef; allphone_search_t *allphs; static char *lmname = "default"; allphs = (allphone_search_t *) ckd_calloc(1, sizeof(*allphs)); ps_search_init(ps_search_base(allphs), &allphone_funcs, PS_SEARCH_TYPE_ALLPHONE, name, config, acmod, dict, d2p); mdef = acmod->mdef; allphs->hmmctx = hmm_context_init(bin_mdef_n_emit_state(mdef), acmod->tmat->tp, NULL, mdef->sseq); if (allphs->hmmctx == NULL) { ps_search_free(ps_search_base(allphs)); return NULL; } allphs->ci_only = cmd_ln_boolean_r(config, "-allphone_ci"); allphs->lw = cmd_ln_float32_r(config, "-lw"); phmm_build(allphs); if (lm) { //language model is defined allphs->lm = ngram_model_set_init(config, &lm, &lmname, NULL, 1); if (!allphs->lm) { E_ERROR ("Failed to initialize ngram model set for phoneme decoding"); allphone_search_free((ps_search_t *) allphs); return NULL; } allphs->ci2lmwid = (int32 *) ckd_calloc(mdef->n_ciphone, sizeof(*allphs->ci2lmwid)); for (i = 0; i < mdef->n_ciphone; i++) { allphs->ci2lmwid[i] = ngram_wid(allphs->lm, (char *) bin_mdef_ciphone_str(mdef, i)); /* Map filler phones to silence if not found */ if (allphs->ci2lmwid[i] == NGRAM_INVALID_WID && bin_mdef_ciphone_str(mdef, i)) allphs->ci2lmwid[i] = ngram_wid(allphs->lm, (char *) bin_mdef_ciphone_str(mdef, mdef_silphone (mdef))); } } else { E_WARN ("Failed to load language model specified in -allphone, doing unconstrained phone-loop decoding\n"); allphs->inspen = (int32) (logmath_log (acmod->lmath, cmd_ln_float32_r(config, "-pip")) * allphs->lw) >> SENSCR_SHIFT; } allphs->n_tot_frame = 0; allphs->frame = -1; allphs->segments = NULL; /* Get search pruning parameters */ allphs->beam = (int32) logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-beam")) >> SENSCR_SHIFT; allphs->pbeam = (int32) logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-pbeam")) >> SENSCR_SHIFT; /* LM related weights/penalties */ allphs->history = blkarray_list_init(); /* Acoustic score scale for posterior probabilities. */ allphs->ascale = 1.0 / cmd_ln_float32_r(config, "-ascale"); E_INFO("Allphone(beam: %d, pbeam: %d)\n", allphs->beam, allphs->pbeam); ptmr_init(&allphs->perf); return (ps_search_t *) allphs; } int allphone_search_reinit(ps_search_t * search, dict_t * dict, dict2pid_t * d2p) { allphone_search_t *allphs = (allphone_search_t *) search; /* Free old dict2pid, dict */ ps_search_base_reinit(search, dict, d2p); if (!allphs->lm) { E_WARN ("-lm argument missing; doing unconstrained phone-loop decoding\n"); allphs->inspen = (int32) (logmath_log (search->acmod->lmath, cmd_ln_float32_r(search->config, "-pip")) * allphs->lw) >> SENSCR_SHIFT; } return 0; } void allphone_search_free(ps_search_t * search) { allphone_search_t *allphs = (allphone_search_t *) search; double n_speech = (double)allphs->n_tot_frame / cmd_ln_int32_r(ps_search_config(allphs), "-frate"); E_INFO("TOTAL fwdflat %.2f CPU %.3f xRT\n", allphs->perf.t_tot_cpu, allphs->perf.t_tot_cpu / n_speech); E_INFO("TOTAL fwdflat %.2f wall %.3f xRT\n", allphs->perf.t_tot_elapsed, allphs->perf.t_tot_elapsed / n_speech); ps_search_base_free(search); hmm_context_free(allphs->hmmctx); phmm_free(allphs); if (allphs->lm) ngram_model_free(allphs->lm); if (allphs->ci2lmwid) ckd_free(allphs->ci2lmwid); blkarray_list_free(allphs->history); ckd_free(allphs); } int allphone_search_start(ps_search_t * search) { allphone_search_t *allphs; bin_mdef_t *mdef; s3cipid_t ci; phmm_t *p; allphs = (allphone_search_t *) search; mdef = search->acmod->mdef; /* Reset all HMMs. */ for (ci = 0; ci < bin_mdef_n_ciphone(mdef); ci++) { for (p = allphs->ci_phmm[(unsigned) ci]; p; p = p->next) { hmm_clear(&(p->hmm)); } } allphs->n_hmm_eval = 0; allphs->n_sen_eval = 0; /* Free history nodes, if any */ blkarray_list_reset(allphs->history); /* Initialize start state of the SILENCE PHMM */ allphs->frame = 0; ci = bin_mdef_silphone(mdef); if (NOT_S3CIPID(ci)) E_FATAL("Cannot find CI-phone %s\n", S3_SILENCE_CIPHONE); for (p = allphs->ci_phmm[ci]; p && (p->pid != ci); p = p->next); if (!p) E_FATAL("Cannot find HMM for %s\n", S3_SILENCE_CIPHONE); hmm_enter(&(p->hmm), 0, 0, allphs->frame); ptmr_reset(&allphs->perf); ptmr_start(&allphs->perf); return 0; } static void allphone_search_sen_active(allphone_search_t * allphs) { acmod_t *acmod; bin_mdef_t *mdef; phmm_t *p; int32 ci; acmod = ps_search_acmod(allphs); mdef = acmod->mdef; acmod_clear_active(acmod); for (ci = 0; ci < bin_mdef_n_ciphone(mdef); ci++) for (p = allphs->ci_phmm[ci]; p; p = p->next) if (hmm_frame(&(p->hmm)) == allphs->frame) acmod_activate_hmm(acmod, &(p->hmm)); } int allphone_search_step(ps_search_t * search, int frame_idx) { int32 bestscr, frame_history_start; const int16 *senscr; allphone_search_t *allphs = (allphone_search_t *) search; acmod_t *acmod = search->acmod; if (!acmod->compallsen) allphone_search_sen_active(allphs); senscr = acmod_score(acmod, &frame_idx); allphs->n_sen_eval += acmod->n_senone_active; bestscr = phmm_eval_all(allphs, senscr); frame_history_start = blkarray_list_n_valid(allphs->history); phmm_exit(allphs, bestscr); phmm_trans(allphs, bestscr, frame_history_start); allphs->frame++; return 0; } static int32 ascore(allphone_search_t * allphs, history_t * h) { int32 score = h->score; if (h->hist > 0) { history_t *pred = blkarray_list_get(allphs->history, h->hist); score -= pred->score; } return score - h->tscore; } static void allphone_clear_segments(allphone_search_t * allphs) { gnode_t *gn; for (gn = allphs->segments; gn; gn = gn->next) { ckd_free(gnode_ptr(gn)); } glist_free(allphs->segments); allphs->segments = NULL; } static void allphone_backtrace(allphone_search_t * allphs, int32 f) { int32 best, hist_idx, best_idx; int32 frm, last_frm; history_t *h; phseg_t *s; /* Clear old list */ allphone_clear_segments(allphs); frm = last_frm = f; /* Find the first history entry for the requested frame */ hist_idx = blkarray_list_n_valid(allphs->history) - 1; while (hist_idx > 0) { h = blkarray_list_get(allphs->history, hist_idx); if (h->ef <= f) { frm = last_frm = h->ef; break; } hist_idx--; } if (hist_idx < 0) return; /* Find bestscore */ best = (int32) 0x80000000; best_idx = -1; while (frm == last_frm && hist_idx > 0) { h = blkarray_list_get(allphs->history, hist_idx); frm = h->ef; if (h->score > best && frm == last_frm) { best = h->score; best_idx = hist_idx; } hist_idx--; } if (best_idx < 0) return; /* Backtrace */ while (best_idx > 0) { h = blkarray_list_get(allphs->history, best_idx); s = (phseg_t *) ckd_calloc(1, sizeof(phseg_t)); s->ci = h->phmm->ci; s->sf = (h->hist > 0) ? ((history_t *) blkarray_list_get(allphs->history, h->hist))->ef + 1 : 0; s->ef = h->ef; s->score = ascore(allphs, h); s->tscore = h->tscore; allphs->segments = glist_add_ptr(allphs->segments, s); best_idx = h->hist; } return; } int allphone_search_finish(ps_search_t * search) { allphone_search_t *allphs; int32 cf, n_hist; allphs = (allphone_search_t *) search; allphs->n_tot_frame += allphs->frame; n_hist = blkarray_list_n_valid(allphs->history); E_INFO ("%d frames, %d HMMs (%d/fr), %d senones (%d/fr), %d history entries (%d/fr)\n", allphs->frame, allphs->n_hmm_eval, (allphs->frame > 0) ? allphs->n_hmm_eval / allphs->frame : 0, allphs->n_sen_eval, (allphs->frame > 0) ? allphs->n_sen_eval / allphs->frame : 0, n_hist, (allphs->frame > 0) ? n_hist / allphs->frame : 0); /* Now backtrace. */ allphone_backtrace(allphs, allphs->frame - 1); /* Print out some statistics. */ ptmr_stop(&allphs->perf); /* This is the number of frames processed. */ cf = ps_search_acmod(allphs)->output_frame; if (cf > 0) { double n_speech = (double) (cf + 1) / cmd_ln_int32_r(ps_search_config(allphs), "-frate"); E_INFO("allphone %.2f CPU %.3f xRT\n", allphs->perf.t_cpu, allphs->perf.t_cpu / n_speech); E_INFO("allphone %.2f wall %.3f xRT\n", allphs->perf.t_elapsed, allphs->perf.t_elapsed / n_speech); } return 0; } char const * allphone_search_hyp(ps_search_t * search, int32 * out_score, int32 * out_is_final) { allphone_search_t *allphs; phseg_t *p; gnode_t *gn; const char *phone_str; bin_mdef_t *mdef; int len, hyp_idx, phone_idx; allphs = (allphone_search_t *) search; mdef = search->acmod->mdef; /* Create hypothesis */ if (search->hyp_str) ckd_free(search->hyp_str); search->hyp_str = NULL; allphone_backtrace(allphs, allphs->frame - 1); if (allphs->segments == NULL) { return NULL; } len = glist_count(allphs->segments) * 10; // maximum length of one phone with spacebar search->hyp_str = (char *) ckd_calloc(len, sizeof(*search->hyp_str)); hyp_idx = 0; for (gn = allphs->segments; gn; gn = gn->next) { p = gnode_ptr(gn); phone_str = bin_mdef_ciphone_str(mdef, p->ci); phone_idx = 0; while (phone_str[phone_idx] != '\0') search->hyp_str[hyp_idx++] = phone_str[phone_idx++]; 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limit (for SysV at least) may be exceeded. .NOEXPORT: pocketsphinx-5prealpha/src/libpocketsphinx/ms_senone.h0000664000175000017500000002110512504317100020523 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * senone.h -- Mixture density weights associated with each tied state. * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1996 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * * $Log$ * Revision 1.1 2006/04/05 20:27:30 dhdfu * A Great Reorganzation of header files and executables * * Revision 1.7 2006/02/22 17:27:39 arthchan2003 * Merged from SPHINX3_5_2_RCI_IRII_BRANCH: 1, NOT doing truncation in the multi-stream GMM computation \n. 2, Added .s3cont. to be the alias of the old multi-stream GMM computation routine \n. 3, Added license \n. 4, Fixed dox-doc. \n * * Revision 1.6.4.4 2006/01/16 19:47:05 arthchan2003 * Removed the truncation of senone probability code. * * Revision 1.6.4.3 2005/08/03 18:53:43 dhdfu * Add memory deallocation functions. Also move all the initialization * of ms_mgau_model_t into ms_mgau_init (duh!), which entails removing it * from decode_anytopo and friends. * * Revision 1.6.4.2 2005/07/20 19:39:01 arthchan2003 * Added licences in ms_* series of code. * * Revision 1.6.4.1 2005/07/05 05:47:59 arthchan2003 * Fixed dox-doc. struct level of documentation are included. * * Revision 1.6 2005/06/21 19:00:19 arthchan2003 * Add more detail comments to ms_senone.h * * Revision 1.5 2005/06/21 18:57:31 arthchan2003 * 1, Fixed doxygen documentation. 2, Added $ keyword. * * Revision 1.2 2005/06/13 04:02:56 archan * Fixed most doxygen-style documentation under libs3decoder. * * Revision 1.1.1.1 2005/03/24 15:24:00 archan * I found Evandro's suggestion is quite right after yelling at him 2 days later. So I decide to check this in again without any binaries. (I have done make distcheck. ) . Again, this is a candidate for s3.6 and I believe I need to work out 4-5 intermediate steps before I can complete the first prototype. That's why I keep local copies. * * Revision 1.4 2004/12/06 10:52:01 arthchan2003 * Enable doxygen documentation in libs3decoder * * Revision 1.3 2004/11/13 21:25:19 arthchan2003 * commit of 1, absolute CI-GMMS , 2, fast CI senone computation using svq, 3, Decrease the number of static variables, 4, fixing the random generator problem of vector_vqgen, 5, move all unused files to NOTUSED * * Revision 1.2 2004/08/31 08:43:47 arthchan2003 * Fixing _cpluscplus directive * * Revision 1.1 2004/08/09 00:17:11 arthchan2003 * Incorporating s3.0 align, at this point, there are still some small problems in align but they don't hurt. For example, the score doesn't match with s3.0 and the output will have problem if files are piped to /dev/null/. I think we can go for it. * * Revision 1.1 2003/02/14 14:40:34 cbq * Compiles. Analysis is probably hosed. * * Revision 1.1 2000/04/24 09:39:41 lenzo * s3 import. * * * 13-Dec-95 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added senone_eval_all(). * * 12-Nov-95 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Created. */ #ifndef _LIBFBS_SENONE_H_ #define _LIBFBS_SENONE_H_ /* SphinxBase headers. */ #include #include #include #include /* Local headers. */ #include "ms_gauden.h" #include "bin_mdef.h" /** \file ms_senone.h * \brief (Sphinx 3.0 specific) multiple streams senones. used with ms_gauden.h * In Sphinx 3.0 family of tools, ms_senone is used to combine the Gaussian scores. * Its existence is crucial in Sphinx 3.0 because 3.0 supports both SCHMM and CDHMM. * There are optimization scheme for SCHMM (e.g. compute the top-N Gaussian) that is * applicable to SCHMM than CDHMM. This is wrapped in senone_eval_all. */ #ifdef __cplusplus extern "C" { #endif typedef uint8 senprob_t; /**< Senone logs3-probs, truncated to 8 bits */ /** * \struct senone_t * \brief 8-bit senone PDF structure. * * 8-bit senone PDF structure. Senone pdf values are normalized, floored, converted to * logs3 domain, and finally truncated to 8 bits precision to conserve memory space. */ typedef struct { senprob_t ***pdf; /**< gaussian density mixture weights, organized two possible ways depending on n_gauden: if (n_gauden > 1): pdf[sen][feat][codeword]. Not an efficient representation--memory access-wise--but evaluating the many codebooks will be more costly. if (n_gauden == 1): pdf[feat][codeword][sen]. Optimized for the shared-distribution semi-continuous case. */ logmath_t *lmath; /**< log math computation */ uint32 n_sen; /**< Number senones in this set */ uint32 n_feat; /**< Number feature streams */ uint32 n_cw; /**< Number codewords per codebook,stream */ uint32 n_gauden; /**< Number gaussian density codebooks referred to by senones */ float32 mixwfloor; /**< floor applied to each PDF entry */ uint32 *mgau; /**< senone-id -> mgau-id mapping for senones in this set */ int32 *featscr; /**< The feature score for every senone, will be initialized inside senone_eval_all */ int32 aw; /**< Inverse acoustic weight */ } senone_t; /** * Load a set of senones (mixing weights and mixture gaussian codebook mappings) from * the given files. Normalize weights for each codebook, apply the given floor, convert * PDF values to logs3 domain and quantize to 8-bits. * @return pointer to senone structure created. Caller MUST NOT change its contents. */ senone_t *senone_init (gauden_t *g, /**< In: codebooks */ char const *mixwfile, /**< In: mixing weights file */ char const *mgau_mapfile,/**< In: file specifying mapping from each senone to mixture gaussian codebook. If NULL all senones map to codebook 0 */ float32 mixwfloor, /**< In: Floor value for senone weights */ logmath_t *lmath, /**< In: log math computation */ bin_mdef_t *mdef /**< In: model definition */ ); /** Release memory allocated by senone_init. */ void senone_free(senone_t *s); /**< In: The senone_t to free */ /** * Evaluate the score for the given senone wrt to the given top N gaussian codewords. * @return senone score (in logs3 domain). */ int32 senone_eval (senone_t *s, int id, /**< In: senone for which score desired */ gauden_dist_t **dist, /**< In: top N codewords and densities for all features, to be combined into senone score. IE, dist[f][i] = i-th best for feaure f */ int n_top /**< In: Length of dist[f], for each f */ ); #ifdef __cplusplus } #endif #endif pocketsphinx-5prealpha/src/libpocketsphinx/allphone_search.h0000664000175000017500000001422512520771215021702 00000000000000/* -*- c-basic-offset:4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2014 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * allphone_search.h -- Search structures for phoneme decoding. */ #ifndef __ALLPHONE_SEARCH_H__ #define __ALLPHONE_SEARCH_H__ /* SphinxBase headers. */ #include #include #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "blkarray_list.h" #include "hmm.h" /** * Models a single unique pair. * Can represent several different triphones, but all with the same parent basephone. * (NOTE: Word-position attribute of triphone is ignored.) */ typedef struct phmm_s { hmm_t hmm; /**< Base HMM structure */ s3pid_t pid; /**< Phone id (temp. during init.) */ s3cipid_t ci; /**< Parent basephone for this PHMM */ bitvec_t *lc; /**< Set (bit-vector) of left context phones seen for this PHMM */ bitvec_t *rc; /**< Set (bit-vector) of right context phones seen for this PHMM */ struct phmm_s *next; /**< Next unique PHMM for same parent basephone */ struct plink_s *succlist; /**< List of predecessor PHMM nodes */ } phmm_t; /** * List of links from a PHMM node to its successors; one link per successor. */ typedef struct plink_s { phmm_t *phmm; /**< Successor PHMM node */ struct plink_s *next; /**< Next link for parent PHMM node */ } plink_t; /** * History (paths) information at any point in allphone Viterbi search. */ typedef struct history_s { phmm_t *phmm; /**< PHMM ending this path */ int32 score; /**< Path score for this path */ int32 tscore; /**< Transition score for this path */ frame_idx_t ef; /**< End frame */ int32 hist; /**< Previous history entry */ } history_t; /** * Phone level segmentation information */ typedef struct phseg_s { s3cipid_t ci; /* CI-phone id */ frame_idx_t sf, ef; /* Start and end frame for this phone occurrence */ int32 score; /* Acoustic score for this segment of alignment */ int32 tscore; /* Transition ("LM") score for this segment */ } phseg_t; /** * Segment iterator over list of phseg */ typedef struct phseg_iter_s { ps_seg_t base; glist_t seg; } phseg_iter_t; /** * Implementation of allphone search structure. */ typedef struct allphone_search_s { ps_search_t base; hmm_context_t *hmmctx; /**< HMM context. */ ngram_model_t *lm; /**< Ngram model set */ int32 ci_only; /**< Use context-independent phones for decoding */ phmm_t **ci_phmm; /**< PHMM lists (for each CI phone) */ int32 *ci2lmwid; /**< Mapping of CI phones to LM word IDs */ int32 beam, pbeam; /**< Effective beams after applying beam_factor */ int32 lw, inspen; /**< Language weights */ frame_idx_t frame; /**< Current frame. */ float32 ascale; /**< Acoustic score scale for posterior probabilities. */ int32 n_tot_frame; /**< Total number of frames processed */ int32 n_hmm_eval; /**< Total HMMs evaluated this utt */ int32 n_sen_eval; /**< Total senones evaluated this utt */ /* Backtrace information */ blkarray_list_t *history; /**< List of history nodes allocated in each frame */ /* Hypothesis DAG */ glist_t segments; ptmr_t perf; /**< Performance counter */ } allphone_search_t; /** * Create, initialize and return a search module. */ ps_search_t *allphone_search_init(const char *name, ngram_model_t * lm, cmd_ln_t * config, acmod_t * acmod, dict_t * dict, dict2pid_t * d2p); /** * Deallocate search structure. */ void allphone_search_free(ps_search_t * search); /** * Update allphone search module. */ int allphone_search_reinit(ps_search_t * search, dict_t * dict, dict2pid_t * d2p); /** * Prepare the allphone search structure for beginning decoding of the next * utterance. */ int allphone_search_start(ps_search_t * search); /** * Step one frame forward through the Viterbi search. */ int allphone_search_step(ps_search_t * search, int frame_idx); /** * Windup and clean the allphone search structure after utterance. */ int allphone_search_finish(ps_search_t * search); /** * Get hypothesis string from the allphone search. */ char const *allphone_search_hyp(ps_search_t * search, int32 * out_score, int32 * out_is_final); #endif /* __ALLPHONE_SEARCH_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/bin_mdef.c0000664000175000017500000007011112504317100020274 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2005 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /********************************************************************* * * File: bin_mdef.c * * Description: * Binary format model definition files, with support for * heterogeneous topologies and variable-size N-phones * * Author: * David Huggins-Daines *********************************************************************/ /* System headers. */ #include #include #include /* SphinxBase headers. */ #include #include #include #include #include /* Local headers. */ #include "mdef.h" #include "bin_mdef.h" bin_mdef_t * bin_mdef_read_text(cmd_ln_t *config, const char *filename) { bin_mdef_t *bmdef; mdef_t *mdef; int i, nodes, ci_idx, lc_idx, rc_idx; int nchars; if ((mdef = mdef_init((char *) filename, TRUE)) == NULL) return NULL; /* Enforce some limits. */ if (mdef->n_sen > BAD_SENID) { E_ERROR("Number of senones exceeds limit: %d > %d\n", mdef->n_sen, BAD_SENID); mdef_free(mdef); return NULL; } if (mdef->n_sseq > BAD_SSID) { E_ERROR("Number of senone sequences exceeds limit: %d > %d\n", mdef->n_sseq, BAD_SSID); mdef_free(mdef); return NULL; } /* We use uint8 for ciphones */ if (mdef->n_ciphone > 255) { E_ERROR("Number of phones exceeds limit: %d > %d\n", mdef->n_ciphone, 255); mdef_free(mdef); return NULL; } bmdef = ckd_calloc(1, sizeof(*bmdef)); bmdef->refcnt = 1; /* Easy stuff. The mdef.c code has done the heavy lifting for us. */ bmdef->n_ciphone = mdef->n_ciphone; bmdef->n_phone = mdef->n_phone; bmdef->n_emit_state = mdef->n_emit_state; bmdef->n_ci_sen = mdef->n_ci_sen; bmdef->n_sen = mdef->n_sen; bmdef->n_tmat = mdef->n_tmat; bmdef->n_sseq = mdef->n_sseq; bmdef->sseq = mdef->sseq; bmdef->cd2cisen = mdef->cd2cisen; bmdef->sen2cimap = mdef->sen2cimap; bmdef->n_ctx = 3; /* Triphones only. */ bmdef->sil = mdef->sil; mdef->sseq = NULL; /* We are taking over this one. */ mdef->cd2cisen = NULL; /* And this one. */ mdef->sen2cimap = NULL; /* And this one. */ /* Get the phone names. If they are not sorted * ASCII-betically then we are in a world of hurt and * therefore will simply refuse to continue. */ bmdef->ciname = ckd_calloc(bmdef->n_ciphone, sizeof(*bmdef->ciname)); nchars = 0; for (i = 0; i < bmdef->n_ciphone; ++i) nchars += strlen(mdef->ciphone[i].name) + 1; bmdef->ciname[0] = ckd_calloc(nchars, 1); strcpy(bmdef->ciname[0], mdef->ciphone[0].name); for (i = 1; i < bmdef->n_ciphone; ++i) { bmdef->ciname[i] = bmdef->ciname[i - 1] + strlen(bmdef->ciname[i - 1]) + 1; strcpy(bmdef->ciname[i], mdef->ciphone[i].name); if (i > 0 && strcmp(bmdef->ciname[i - 1], bmdef->ciname[i]) > 0) { /* FIXME: there should be a solution to this, actually. */ E_ERROR("Phone names are not in sorted order, sorry."); bin_mdef_free(bmdef); return NULL; } } /* Copy over phone information. */ bmdef->phone = ckd_calloc(bmdef->n_phone, sizeof(*bmdef->phone)); for (i = 0; i < mdef->n_phone; ++i) { bmdef->phone[i].ssid = mdef->phone[i].ssid; bmdef->phone[i].tmat = mdef->phone[i].tmat; if (i < bmdef->n_ciphone) { bmdef->phone[i].info.ci.filler = mdef->ciphone[i].filler; } else { bmdef->phone[i].info.cd.wpos = mdef->phone[i].wpos; bmdef->phone[i].info.cd.ctx[0] = mdef->phone[i].ci; bmdef->phone[i].info.cd.ctx[1] = mdef->phone[i].lc; bmdef->phone[i].info.cd.ctx[2] = mdef->phone[i].rc; } } /* Walk the wpos_ci_lclist once to find the total number of * nodes and the starting locations for each level. */ nodes = lc_idx = ci_idx = rc_idx = 0; for (i = 0; i < N_WORD_POSN; ++i) { int j; for (j = 0; j < mdef->n_ciphone; ++j) { ph_lc_t *lc; for (lc = mdef->wpos_ci_lclist[i][j]; lc; lc = lc->next) { ph_rc_t *rc; for (rc = lc->rclist; rc; rc = rc->next) { ++nodes; /* RC node */ } ++nodes; /* LC node */ ++rc_idx; /* Start of RC nodes (after LC nodes) */ } ++nodes; /* CI node */ ++lc_idx; /* Start of LC nodes (after CI nodes) */ ++rc_idx; /* Start of RC nodes (after CI and LC nodes) */ } ++nodes; /* wpos node */ ++ci_idx; /* Start of CI nodes (after wpos nodes) */ ++lc_idx; /* Start of LC nodes (after CI nodes) */ ++rc_idx; /* STart of RC nodes (after wpos, CI, and LC nodes) */ } E_INFO("Allocating %d * %d bytes (%d KiB) for CD tree\n", nodes, sizeof(*bmdef->cd_tree), nodes * sizeof(*bmdef->cd_tree) / 1024); bmdef->n_cd_tree = nodes; bmdef->cd_tree = ckd_calloc(nodes, sizeof(*bmdef->cd_tree)); for (i = 0; i < N_WORD_POSN; ++i) { int j; bmdef->cd_tree[i].ctx = i; bmdef->cd_tree[i].n_down = mdef->n_ciphone; bmdef->cd_tree[i].c.down = ci_idx; #if 0 E_INFO("%d => %c (%d@%d)\n", i, (WPOS_NAME)[i], bmdef->cd_tree[i].n_down, bmdef->cd_tree[i].c.down); #endif /* Now we can build the rest of the tree. */ for (j = 0; j < mdef->n_ciphone; ++j) { ph_lc_t *lc; bmdef->cd_tree[ci_idx].ctx = j; bmdef->cd_tree[ci_idx].c.down = lc_idx; for (lc = mdef->wpos_ci_lclist[i][j]; lc; lc = lc->next) { ph_rc_t *rc; bmdef->cd_tree[lc_idx].ctx = lc->lc; bmdef->cd_tree[lc_idx].c.down = rc_idx; for (rc = lc->rclist; rc; rc = rc->next) { bmdef->cd_tree[rc_idx].ctx = rc->rc; bmdef->cd_tree[rc_idx].n_down = 0; bmdef->cd_tree[rc_idx].c.pid = rc->pid; #if 0 E_INFO("%d => %s %s %s %c (%d@%d)\n", rc_idx, bmdef->ciname[j], bmdef->ciname[lc->lc], bmdef->ciname[rc->rc], (WPOS_NAME)[i], bmdef->cd_tree[rc_idx].n_down, bmdef->cd_tree[rc_idx].c.down); #endif ++bmdef->cd_tree[lc_idx].n_down; ++rc_idx; } /* If there are no triphones here, * this is considered a leafnode, so * set the pid to -1. */ if (bmdef->cd_tree[lc_idx].n_down == 0) bmdef->cd_tree[lc_idx].c.pid = -1; #if 0 E_INFO("%d => %s %s %c (%d@%d)\n", lc_idx, bmdef->ciname[j], bmdef->ciname[lc->lc], (WPOS_NAME)[i], bmdef->cd_tree[lc_idx].n_down, bmdef->cd_tree[lc_idx].c.down); #endif ++bmdef->cd_tree[ci_idx].n_down; ++lc_idx; } /* As above, so below. */ if (bmdef->cd_tree[ci_idx].n_down == 0) bmdef->cd_tree[ci_idx].c.pid = -1; #if 0 E_INFO("%d => %d=%s (%d@%d)\n", ci_idx, j, bmdef->ciname[j], bmdef->cd_tree[ci_idx].n_down, bmdef->cd_tree[ci_idx].c.down); #endif ++ci_idx; } } mdef_free(mdef); bmdef->alloc_mode = BIN_MDEF_FROM_TEXT; return bmdef; } bin_mdef_t * bin_mdef_retain(bin_mdef_t *m) { ++m->refcnt; return m; } int bin_mdef_free(bin_mdef_t * m) { if (m == NULL) return 0; if (--m->refcnt > 0) return m->refcnt; switch (m->alloc_mode) { case BIN_MDEF_FROM_TEXT: ckd_free(m->ciname[0]); ckd_free(m->sseq[0]); ckd_free(m->phone); ckd_free(m->cd_tree); break; case BIN_MDEF_IN_MEMORY: ckd_free(m->ciname[0]); break; case BIN_MDEF_ON_DISK: break; } if (m->filemap) mmio_file_unmap(m->filemap); ckd_free(m->cd2cisen); ckd_free(m->sen2cimap); ckd_free(m->ciname); ckd_free(m->sseq); ckd_free(m); return 0; } static const char format_desc[] = "BEGIN FILE FORMAT DESCRIPTION\n" "int32 n_ciphone; /**< Number of base (CI) phones */\n" "int32 n_phone; /**< Number of base (CI) phones + (CD) triphones */\n" "int32 n_emit_state; /**< Number of emitting states per phone (0 if heterogeneous) */\n" "int32 n_ci_sen; /**< Number of CI senones; these are the first */\n" "int32 n_sen; /**< Number of senones (CI+CD) */\n" "int32 n_tmat; /**< Number of transition matrices */\n" "int32 n_sseq; /**< Number of unique senone sequences */\n" "int32 n_ctx; /**< Number of phones of context */\n" "int32 n_cd_tree; /**< Number of nodes in CD tree structure */\n" "int32 sil; /**< CI phone ID for silence */\n" "char ciphones[][]; /**< CI phone strings (null-terminated) */\n" "char padding[]; /**< Padding to a 4-bytes boundary */\n" "struct { int16 ctx; int16 n_down; int32 pid/down } cd_tree[];\n" "struct { int32 ssid; int32 tmat; int8 attr[4] } phones[];\n" "int16 sseq[]; /**< Unique senone sequences */\n" "int8 sseq_len[]; /**< Number of states in each sseq (none if homogeneous) */\n" "END FILE FORMAT DESCRIPTION\n"; bin_mdef_t * bin_mdef_read(cmd_ln_t *config, const char *filename) { bin_mdef_t *m; FILE *fh; size_t tree_start; int32 val, i, do_mmap, swap; long pos, end; int32 *sseq_size; /* Try to read it as text first. */ if ((m = bin_mdef_read_text(config, filename)) != NULL) return m; E_INFO("Reading binary model definition: %s\n", filename); if ((fh = fopen(filename, "rb")) == NULL) return NULL; if (fread(&val, 4, 1, fh) != 1) { fclose(fh); E_ERROR_SYSTEM("Failed to read byte-order marker from %s\n", filename); return NULL; } swap = 0; if (val == BIN_MDEF_OTHER_ENDIAN) { swap = 1; E_INFO("Must byte-swap %s\n", filename); } if (fread(&val, 4, 1, fh) != 1) { fclose(fh); E_ERROR_SYSTEM("Failed to read version from %s\n", filename); return NULL; } if (swap) SWAP_INT32(&val); if (val > BIN_MDEF_FORMAT_VERSION) { E_ERROR("File format version %d for %s is newer than library\n", val, filename); fclose(fh); return NULL; } if (fread(&val, 4, 1, fh) != 1) { fclose(fh); E_ERROR_SYSTEM("Failed to read header length from %s\n", filename); return NULL; } if (swap) SWAP_INT32(&val); /* Skip format descriptor. */ fseek(fh, val, SEEK_CUR); /* Finally allocate it. */ m = ckd_calloc(1, sizeof(*m)); m->refcnt = 1; /* Check these, to make gcc/glibc shut up. */ #define FREAD_SWAP32_CHK(dest) \ if (fread((dest), 4, 1, fh) != 1) { \ fclose(fh); \ ckd_free(m); \ E_ERROR_SYSTEM("Failed to read %s from %s\n", #dest, filename); \ return NULL; \ } \ if (swap) SWAP_INT32(dest); FREAD_SWAP32_CHK(&m->n_ciphone); FREAD_SWAP32_CHK(&m->n_phone); FREAD_SWAP32_CHK(&m->n_emit_state); FREAD_SWAP32_CHK(&m->n_ci_sen); FREAD_SWAP32_CHK(&m->n_sen); FREAD_SWAP32_CHK(&m->n_tmat); FREAD_SWAP32_CHK(&m->n_sseq); FREAD_SWAP32_CHK(&m->n_ctx); FREAD_SWAP32_CHK(&m->n_cd_tree); FREAD_SWAP32_CHK(&m->sil); /* CI names are first in the file. */ m->ciname = ckd_calloc(m->n_ciphone, sizeof(*m->ciname)); /* Decide whether to read in the whole file or mmap it. */ do_mmap = config ? cmd_ln_boolean_r(config, "-mmap") : TRUE; if (swap) { E_WARN("-mmap specified, but mdef is other-endian. Will not memory-map.\n"); do_mmap = FALSE; } /* Actually try to mmap it. */ if (do_mmap) { m->filemap = mmio_file_read(filename); if (m->filemap == NULL) do_mmap = FALSE; } pos = ftell(fh); if (do_mmap) { /* Get the base pointer from the memory map. */ m->ciname[0] = (char *)mmio_file_ptr(m->filemap) + pos; /* Success! */ m->alloc_mode = BIN_MDEF_ON_DISK; } else { /* Read everything into memory. */ m->alloc_mode = BIN_MDEF_IN_MEMORY; fseek(fh, 0, SEEK_END); end = ftell(fh); fseek(fh, pos, SEEK_SET); m->ciname[0] = ckd_malloc(end - pos); if (fread(m->ciname[0], 1, end - pos, fh) != end - pos) E_FATAL("Failed to read %d bytes of data from %s\n", end - pos, filename); } for (i = 1; i < m->n_ciphone; ++i) m->ciname[i] = m->ciname[i - 1] + strlen(m->ciname[i - 1]) + 1; /* Skip past the padding. */ tree_start = m->ciname[i - 1] + strlen(m->ciname[i - 1]) + 1 - m->ciname[0]; tree_start = (tree_start + 3) & ~3; m->cd_tree = (cd_tree_t *) (m->ciname[0] + tree_start); if (swap) { for (i = 0; i < m->n_cd_tree; ++i) { SWAP_INT16(&m->cd_tree[i].ctx); SWAP_INT16(&m->cd_tree[i].n_down); SWAP_INT32(&m->cd_tree[i].c.down); } } m->phone = (mdef_entry_t *) (m->cd_tree + m->n_cd_tree); if (swap) { for (i = 0; i < m->n_phone; ++i) { SWAP_INT32(&m->phone[i].ssid); SWAP_INT32(&m->phone[i].tmat); } } sseq_size = (int32 *) (m->phone + m->n_phone); if (swap) SWAP_INT32(sseq_size); m->sseq = ckd_calloc(m->n_sseq, sizeof(*m->sseq)); m->sseq[0] = (uint16 *) (sseq_size + 1); if (swap) { for (i = 0; i < *sseq_size; ++i) SWAP_INT16(m->sseq[0] + i); } if (m->n_emit_state) { for (i = 1; i < m->n_sseq; ++i) m->sseq[i] = m->sseq[0] + i * m->n_emit_state; } else { m->sseq_len = (uint8 *) (m->sseq[0] + *sseq_size); for (i = 1; i < m->n_sseq; ++i) m->sseq[i] = m->sseq[i - 1] + m->sseq_len[i - 1]; } /* Now build the CD-to-CI mappings using the senone sequences. * This is the only really accurate way to do it, though it is * still inaccurate in the case of heterogeneous topologies or * cross-state tying. */ m->cd2cisen = (int16 *) ckd_malloc(m->n_sen * sizeof(*m->cd2cisen)); m->sen2cimap = (int16 *) ckd_malloc(m->n_sen * sizeof(*m->sen2cimap)); /* Default mappings (identity, none) */ for (i = 0; i < m->n_ci_sen; ++i) m->cd2cisen[i] = i; for (; i < m->n_sen; ++i) m->cd2cisen[i] = -1; for (i = 0; i < m->n_sen; ++i) m->sen2cimap[i] = -1; for (i = 0; i < m->n_phone; ++i) { int32 j, ssid = m->phone[i].ssid; for (j = 0; j < bin_mdef_n_emit_state_phone(m, i); ++j) { int s = bin_mdef_sseq2sen(m, ssid, j); int ci = bin_mdef_pid2ci(m, i); /* Take the first one and warn if we have cross-state tying. */ if (m->sen2cimap[s] == -1) m->sen2cimap[s] = ci; if (m->sen2cimap[s] != ci) E_WARN ("Senone %d is shared between multiple base phones\n", s); if (j > bin_mdef_n_emit_state_phone(m, ci)) E_WARN("CD phone %d has fewer states than CI phone %d\n", i, ci); else m->cd2cisen[s] = bin_mdef_sseq2sen(m, m->phone[ci].ssid, j); } } /* Set the silence phone. */ m->sil = bin_mdef_ciphone_id(m, S3_SILENCE_CIPHONE); E_INFO ("%d CI-phone, %d CD-phone, %d emitstate/phone, %d CI-sen, %d Sen, %d Sen-Seq\n", m->n_ciphone, m->n_phone - m->n_ciphone, m->n_emit_state, m->n_ci_sen, m->n_sen, m->n_sseq); fclose(fh); return m; } int bin_mdef_write(bin_mdef_t * m, const char *filename) { FILE *fh; int32 val, i; if ((fh = fopen(filename, "wb")) == NULL) return -1; /* Byteorder marker. */ val = BIN_MDEF_NATIVE_ENDIAN; fwrite(&val, 1, 4, fh); /* Version. */ val = BIN_MDEF_FORMAT_VERSION; fwrite(&val, 1, sizeof(val), fh); /* Round the format descriptor size up to a 4-byte boundary. */ val = ((sizeof(format_desc) + 3) & ~3); fwrite(&val, 1, sizeof(val), fh); fwrite(format_desc, 1, sizeof(format_desc), fh); /* Pad it with zeros. */ i = 0; fwrite(&i, 1, val - sizeof(format_desc), fh); /* Binary header things. */ fwrite(&m->n_ciphone, 4, 1, fh); fwrite(&m->n_phone, 4, 1, fh); fwrite(&m->n_emit_state, 4, 1, fh); fwrite(&m->n_ci_sen, 4, 1, fh); fwrite(&m->n_sen, 4, 1, fh); fwrite(&m->n_tmat, 4, 1, fh); fwrite(&m->n_sseq, 4, 1, fh); fwrite(&m->n_ctx, 4, 1, fh); fwrite(&m->n_cd_tree, 4, 1, fh); /* Write this as a 32-bit value to preserve alignment for the * non-mmap case (we want things aligned both from the * beginning of the file and the beginning of the phone * strings). */ val = m->sil; fwrite(&val, 4, 1, fh); /* Phone strings. */ for (i = 0; i < m->n_ciphone; ++i) fwrite(m->ciname[i], 1, strlen(m->ciname[i]) + 1, fh); /* Pad with zeros. */ val = (ftell(fh) + 3) & ~3; i = 0; fwrite(&i, 1, val - ftell(fh), fh); /* Write CD-tree */ fwrite(m->cd_tree, sizeof(*m->cd_tree), m->n_cd_tree, fh); /* Write phones */ fwrite(m->phone, sizeof(*m->phone), m->n_phone, fh); if (m->n_emit_state) { /* Write size of sseq */ val = m->n_sseq * m->n_emit_state; fwrite(&val, 4, 1, fh); /* Write sseq */ fwrite(m->sseq[0], sizeof(**m->sseq), m->n_sseq * m->n_emit_state, fh); } else { int32 n; /* Calcluate size of sseq */ n = 0; for (i = 0; i < m->n_sseq; ++i) n += m->sseq_len[i]; /* Write size of sseq */ fwrite(&n, 4, 1, fh); /* Write sseq */ fwrite(m->sseq[0], sizeof(**m->sseq), n, fh); /* Write sseq_len */ fwrite(m->sseq_len, 1, m->n_sseq, fh); } fclose(fh); return 0; } int bin_mdef_write_text(bin_mdef_t * m, const char *filename) { FILE *fh; int p, i, n_total_state; if (strcmp(filename, "-") == 0) fh = stdout; else { if ((fh = fopen(filename, "w")) == NULL) return -1; } fprintf(fh, "0.3\n"); fprintf(fh, "%d n_base\n", m->n_ciphone); fprintf(fh, "%d n_tri\n", m->n_phone - m->n_ciphone); if (m->n_emit_state) n_total_state = m->n_phone * (m->n_emit_state + 1); else { n_total_state = 0; for (i = 0; i < m->n_phone; ++i) n_total_state += m->sseq_len[m->phone[i].ssid] + 1; } fprintf(fh, "%d n_state_map\n", n_total_state); fprintf(fh, "%d n_tied_state\n", m->n_sen); fprintf(fh, "%d n_tied_ci_state\n", m->n_ci_sen); fprintf(fh, "%d n_tied_tmat\n", m->n_tmat); fprintf(fh, "#\n# Columns definitions\n"); fprintf(fh, "#%4s %3s %3s %1s %6s %4s %s\n", "base", "lft", "rt", "p", "attrib", "tmat", " ... state id's ..."); for (p = 0; p < m->n_ciphone; p++) { int n_state; fprintf(fh, "%5s %3s %3s %1s", m->ciname[p], "-", "-", "-"); if (bin_mdef_is_fillerphone(m, p)) fprintf(fh, " %6s", "filler"); else fprintf(fh, " %6s", "n/a"); fprintf(fh, " %4d", m->phone[p].tmat); if (m->n_emit_state) n_state = m->n_emit_state; else n_state = m->sseq_len[m->phone[p].ssid]; for (i = 0; i < n_state; i++) { fprintf(fh, " %6u", m->sseq[m->phone[p].ssid][i]); } fprintf(fh, " N\n"); } for (; p < m->n_phone; p++) { int n_state; fprintf(fh, "%5s %3s %3s %c", m->ciname[m->phone[p].info.cd.ctx[0]], m->ciname[m->phone[p].info.cd.ctx[1]], m->ciname[m->phone[p].info.cd.ctx[2]], (WPOS_NAME)[m->phone[p].info.cd.wpos]); if (bin_mdef_is_fillerphone(m, p)) fprintf(fh, " %6s", "filler"); else fprintf(fh, " %6s", "n/a"); fprintf(fh, " %4d", m->phone[p].tmat); if (m->n_emit_state) n_state = m->n_emit_state; else n_state = m->sseq_len[m->phone[p].ssid]; for (i = 0; i < n_state; i++) { fprintf(fh, " %6u", m->sseq[m->phone[p].ssid][i]); } fprintf(fh, " N\n"); } if (strcmp(filename, "-") != 0) fclose(fh); return 0; } int bin_mdef_ciphone_id(bin_mdef_t * m, const char *ciphone) { int low, mid, high; /* Exact binary search on m->ciphone */ low = 0; high = m->n_ciphone; while (low < high) { int c; mid = (low + high) / 2; c = strcmp(ciphone, m->ciname[mid]); if (c == 0) return mid; else if (c > 0) low = mid + 1; else if (c < 0) high = mid; } return -1; } int bin_mdef_ciphone_id_nocase(bin_mdef_t * m, const char *ciphone) { int low, mid, high; /* Exact binary search on m->ciphone */ low = 0; high = m->n_ciphone; while (low < high) { int c; mid = (low + high) / 2; c = strcmp_nocase(ciphone, m->ciname[mid]); if (c == 0) return mid; else if (c > 0) low = mid + 1; else if (c < 0) high = mid; } return -1; } const char * bin_mdef_ciphone_str(bin_mdef_t * m, int32 ci) { assert(m != NULL); assert(ci < m->n_ciphone); return m->ciname[ci]; } int bin_mdef_phone_id(bin_mdef_t * m, int32 ci, int32 lc, int32 rc, int32 wpos) { cd_tree_t *cd_tree; int level, max; int16 ctx[4]; assert(m); /* In the future, we might back off when context is not available, * but for now we'll just return the CI phone. */ if (lc < 0 || rc < 0) return ci; assert((ci >= 0) && (ci < m->n_ciphone)); assert((lc >= 0) && (lc < m->n_ciphone)); assert((rc >= 0) && (rc < m->n_ciphone)); assert((wpos >= 0) && (wpos < N_WORD_POSN)); /* Create a context list, mapping fillers to silence. */ ctx[0] = wpos; ctx[1] = ci; ctx[2] = (m->sil >= 0 && m->phone[lc].info.ci.filler) ? m->sil : lc; ctx[3] = (m->sil >= 0 && m->phone[rc].info.ci.filler) ? m->sil : rc; /* Walk down the cd_tree. */ cd_tree = m->cd_tree; level = 0; /* What level we are on. */ max = N_WORD_POSN; /* Number of nodes on this level. */ while (level < 4) { int i; #if 0 E_INFO("Looking for context %d=%s in %d at %d\n", ctx[level], m->ciname[ctx[level]], max, cd_tree - m->cd_tree); #endif for (i = 0; i < max; ++i) { #if 0 E_INFO("Look at context %d=%s at %d\n", cd_tree[i].ctx, m->ciname[cd_tree[i].ctx], cd_tree + i - m->cd_tree); #endif if (cd_tree[i].ctx == ctx[level]) break; } if (i == max) return -1; #if 0 E_INFO("Found context %d=%s at %d, n_down=%d, down=%d\n", ctx[level], m->ciname[ctx[level]], cd_tree + i - m->cd_tree, cd_tree[i].n_down, cd_tree[i].c.down); #endif /* Leaf node, stop here. */ if (cd_tree[i].n_down == 0) return cd_tree[i].c.pid; /* Go down one level. */ max = cd_tree[i].n_down; cd_tree = m->cd_tree + cd_tree[i].c.down; ++level; } /* We probably shouldn't get here. */ return -1; } int bin_mdef_phone_id_nearest(bin_mdef_t * m, int32 b, int32 l, int32 r, int32 pos) { int p, tmppos; /* In the future, we might back off when context is not available, * but for now we'll just return the CI phone. */ if (l < 0 || r < 0) return b; p = bin_mdef_phone_id(m, b, l, r, pos); if (p >= 0) return p; /* Exact triphone not found; backoff to other word positions */ for (tmppos = 0; tmppos < N_WORD_POSN; tmppos++) { if (tmppos != pos) { p = bin_mdef_phone_id(m, b, l, r, tmppos); if (p >= 0) return p; } } /* Nothing yet; backoff to silence phone if non-silence filler context */ /* In addition, backoff to silence phone on left/right if in beginning/end position */ if (m->sil >= 0) { int newl = l, newr = r; if (m->phone[(int)l].info.ci.filler || pos == WORD_POSN_BEGIN || pos == WORD_POSN_SINGLE) newl = m->sil; if (m->phone[(int)r].info.ci.filler || pos == WORD_POSN_END || pos == WORD_POSN_SINGLE) newr = m->sil; if ((newl != l) || (newr != r)) { p = bin_mdef_phone_id(m, b, newl, newr, pos); if (p >= 0) return p; for (tmppos = 0; tmppos < N_WORD_POSN; tmppos++) { if (tmppos != pos) { p = bin_mdef_phone_id(m, b, newl, newr, tmppos); if (p >= 0) return p; } } } } /* Nothing yet; backoff to base phone */ return b; } int bin_mdef_phone_str(bin_mdef_t * m, int pid, char *buf) { char *wpos_name; assert(m); assert((pid >= 0) && (pid < m->n_phone)); wpos_name = WPOS_NAME; buf[0] = '\0'; if (pid < m->n_ciphone) sprintf(buf, "%s", bin_mdef_ciphone_str(m, pid)); else { sprintf(buf, "%s %s %s %c", bin_mdef_ciphone_str(m, m->phone[pid].info.cd.ctx[0]), bin_mdef_ciphone_str(m, m->phone[pid].info.cd.ctx[1]), bin_mdef_ciphone_str(m, m->phone[pid].info.cd.ctx[2]), wpos_name[m->phone[pid].info.cd.wpos]); } return 0; } pocketsphinx-5prealpha/src/libpocketsphinx/acmod.c0000664000175000017500000012133312546075623017640 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file acmod.c Acoustic model structures for PocketSphinx. * @author David Huggins-Daines */ /* System headers. */ #include #include #include /* SphinxBase headers. */ #include #include #include #include #include #include #include /* Local headers. */ #include "cmdln_macro.h" #include "acmod.h" #include "s2_semi_mgau.h" #include "ptm_mgau.h" #include "ms_mgau.h" #ifndef WORDS_BIGENDIAN #define WORDS_BIGENDIAN 1 #endif static int32 acmod_process_mfcbuf(acmod_t *acmod); static int acmod_init_am(acmod_t *acmod) { char const *mdeffn, *tmatfn, *mllrfn, *hmmdir; /* Read model definition. */ if ((mdeffn = cmd_ln_str_r(acmod->config, "-mdef")) == NULL) { if ((hmmdir = cmd_ln_str_r(acmod->config, "-hmm")) == NULL) E_ERROR("Acoustic model definition is not specified either " "with -mdef option or with -hmm\n"); else E_ERROR("Folder '%s' does not contain acoustic model " "definition 'mdef'\n", hmmdir); return -1; } if ((acmod->mdef = bin_mdef_read(acmod->config, mdeffn)) == NULL) { E_ERROR("Failed to read acoustic model definition from %s\n", mdeffn); return -1; } /* Read transition matrices. */ if ((tmatfn = cmd_ln_str_r(acmod->config, "-tmat")) == NULL) { E_ERROR("No tmat file specified\n"); return -1; } acmod->tmat = tmat_init(tmatfn, acmod->lmath, cmd_ln_float32_r(acmod->config, "-tmatfloor"), TRUE); /* Read the acoustic models. */ if ((cmd_ln_str_r(acmod->config, "-mean") == NULL) || (cmd_ln_str_r(acmod->config, "-var") == NULL) || (cmd_ln_str_r(acmod->config, "-tmat") == NULL)) { E_ERROR("No mean/var/tmat files specified\n"); return -1; } if (cmd_ln_str_r(acmod->config, "-senmgau")) { E_INFO("Using general multi-stream GMM computation\n"); acmod->mgau = ms_mgau_init(acmod, acmod->lmath, acmod->mdef); if (acmod->mgau == NULL) return -1; } else { E_INFO("Attempting to use PTM computation module\n"); if ((acmod->mgau = ptm_mgau_init(acmod, acmod->mdef)) == NULL) { E_INFO("Attempting to use semi-continuous computation module\n"); if ((acmod->mgau = s2_semi_mgau_init(acmod)) == NULL) { E_INFO("Falling back to general multi-stream GMM computation\n"); acmod->mgau = ms_mgau_init(acmod, acmod->lmath, acmod->mdef); if (acmod->mgau == NULL) return -1; } } } /* If there is an MLLR transform, apply it. */ if ((mllrfn = cmd_ln_str_r(acmod->config, "-mllr"))) { ps_mllr_t *mllr = ps_mllr_read(mllrfn); if (mllr == NULL) return -1; acmod_update_mllr(acmod, mllr); } return 0; } static int acmod_init_feat(acmod_t *acmod) { acmod->fcb = feat_init(cmd_ln_str_r(acmod->config, "-feat"), cmn_type_from_str(cmd_ln_str_r(acmod->config,"-cmn")), cmd_ln_boolean_r(acmod->config, "-varnorm"), agc_type_from_str(cmd_ln_str_r(acmod->config, "-agc")), 1, cmd_ln_int32_r(acmod->config, "-ceplen")); if (acmod->fcb == NULL) return -1; if (cmd_ln_str_r(acmod->config, "-lda")) { E_INFO("Reading linear feature transformation from %s\n", cmd_ln_str_r(acmod->config, "-lda")); if (feat_read_lda(acmod->fcb, cmd_ln_str_r(acmod->config, "-lda"), cmd_ln_int32_r(acmod->config, "-ldadim")) < 0) return -1; } if (cmd_ln_str_r(acmod->config, "-svspec")) { int32 **subvecs; E_INFO("Using subvector specification %s\n", cmd_ln_str_r(acmod->config, "-svspec")); if ((subvecs = parse_subvecs(cmd_ln_str_r(acmod->config, "-svspec"))) == NULL) return -1; if ((feat_set_subvecs(acmod->fcb, subvecs)) < 0) return -1; } if (cmd_ln_exists_r(acmod->config, "-agcthresh") && 0 != strcmp(cmd_ln_str_r(acmod->config, "-agc"), "none")) { agc_set_threshold(acmod->fcb->agc_struct, cmd_ln_float32_r(acmod->config, "-agcthresh")); } if (acmod->fcb->cmn_struct && cmd_ln_exists_r(acmod->config, "-cmninit")) { char *c, *cc, *vallist; int32 nvals; vallist = ckd_salloc(cmd_ln_str_r(acmod->config, "-cmninit")); c = vallist; nvals = 0; while (nvals < acmod->fcb->cmn_struct->veclen && (cc = strchr(c, ',')) != NULL) { *cc = '\0'; acmod->fcb->cmn_struct->cmn_mean[nvals] = FLOAT2MFCC(atof_c(c)); c = cc + 1; ++nvals; } if (nvals < acmod->fcb->cmn_struct->veclen && *c != '\0') { acmod->fcb->cmn_struct->cmn_mean[nvals] = FLOAT2MFCC(atof_c(c)); } ckd_free(vallist); } return 0; } int acmod_fe_mismatch(acmod_t *acmod, fe_t *fe) { /* Output vector dimension needs to be the same. */ if (cmd_ln_int32_r(acmod->config, "-ceplen") != fe_get_output_size(fe)) { E_ERROR("Configured feature length %d doesn't match feature " "extraction output size %d\n", cmd_ln_int32_r(acmod->config, "-ceplen"), fe_get_output_size(fe)); return TRUE; } /* Feature parameters need to be the same. */ /* ... */ return FALSE; } int acmod_feat_mismatch(acmod_t *acmod, feat_t *fcb) { /* Feature type needs to be the same. */ if (0 != strcmp(cmd_ln_str_r(acmod->config, "-feat"), feat_name(fcb))) return TRUE; /* Input vector dimension needs to be the same. */ if (cmd_ln_int32_r(acmod->config, "-ceplen") != feat_cepsize(fcb)) return TRUE; /* FIXME: Need to check LDA and stuff too. */ return FALSE; } acmod_t * acmod_init(cmd_ln_t *config, logmath_t *lmath, fe_t *fe, feat_t *fcb) { acmod_t *acmod; acmod = ckd_calloc(1, sizeof(*acmod)); acmod->config = cmd_ln_retain(config); acmod->lmath = lmath; acmod->state = ACMOD_IDLE; /* Initialize feature computation. */ if (fe) { if (acmod_fe_mismatch(acmod, fe)) goto error_out; fe_retain(fe); acmod->fe = fe; } else { /* Initialize a new front end. */ acmod->fe = fe_init_auto_r(config); if (acmod->fe == NULL) goto error_out; if (acmod_fe_mismatch(acmod, acmod->fe)) goto error_out; } if (fcb) { if (acmod_feat_mismatch(acmod, fcb)) goto error_out; feat_retain(fcb); acmod->fcb = fcb; } else { /* Initialize a new fcb. */ if (acmod_init_feat(acmod) < 0) goto error_out; } /* Load acoustic model parameters. */ if (acmod_init_am(acmod) < 0) goto error_out; /* The MFCC buffer needs to be at least as large as the dynamic * feature window. */ acmod->n_mfc_alloc = acmod->fcb->window_size * 2 + 1; acmod->mfc_buf = (mfcc_t **) ckd_calloc_2d(acmod->n_mfc_alloc, acmod->fcb->cepsize, sizeof(**acmod->mfc_buf)); /* Feature buffer has to be at least as large as MFCC buffer. */ acmod->n_feat_alloc = acmod->n_mfc_alloc + cmd_ln_int32_r(config, "-pl_window"); acmod->feat_buf = feat_array_alloc(acmod->fcb, acmod->n_feat_alloc); acmod->framepos = ckd_calloc(acmod->n_feat_alloc, sizeof(*acmod->framepos)); acmod->utt_start_frame = 0; /* Senone computation stuff. */ acmod->senone_scores = ckd_calloc(bin_mdef_n_sen(acmod->mdef), sizeof(*acmod->senone_scores)); acmod->senone_active_vec = bitvec_alloc(bin_mdef_n_sen(acmod->mdef)); acmod->senone_active = ckd_calloc(bin_mdef_n_sen(acmod->mdef), sizeof(*acmod->senone_active)); acmod->log_zero = logmath_get_zero(acmod->lmath); acmod->compallsen = cmd_ln_boolean_r(config, "-compallsen"); return acmod; error_out: acmod_free(acmod); return NULL; } void acmod_free(acmod_t *acmod) { if (acmod == NULL) return; feat_free(acmod->fcb); fe_free(acmod->fe); cmd_ln_free_r(acmod->config); if (acmod->mfc_buf) ckd_free_2d((void **)acmod->mfc_buf); if (acmod->feat_buf) feat_array_free(acmod->feat_buf); if (acmod->mfcfh) fclose(acmod->mfcfh); if (acmod->rawfh) fclose(acmod->rawfh); if (acmod->senfh) fclose(acmod->senfh); ckd_free(acmod->framepos); ckd_free(acmod->senone_scores); ckd_free(acmod->senone_active_vec); ckd_free(acmod->senone_active); ckd_free(acmod->rawdata); if (acmod->mdef) bin_mdef_free(acmod->mdef); if (acmod->tmat) tmat_free(acmod->tmat); if (acmod->mgau) ps_mgau_free(acmod->mgau); if (acmod->mllr) ps_mllr_free(acmod->mllr); ckd_free(acmod); } ps_mllr_t * acmod_update_mllr(acmod_t *acmod, ps_mllr_t *mllr) { if (acmod->mllr) ps_mllr_free(acmod->mllr); acmod->mllr = mllr; ps_mgau_transform(acmod->mgau, mllr); return mllr; } int acmod_write_senfh_header(acmod_t *acmod, FILE *logfh) { char nsenstr[64], logbasestr[64]; sprintf(nsenstr, "%d", bin_mdef_n_sen(acmod->mdef)); sprintf(logbasestr, "%f", logmath_get_base(acmod->lmath)); return bio_writehdr(logfh, "version", "0.1", "mdef_file", cmd_ln_str_r(acmod->config, "-mdef"), "n_sen", nsenstr, "logbase", logbasestr, NULL); } int acmod_set_senfh(acmod_t *acmod, FILE *logfh) { if (acmod->senfh) fclose(acmod->senfh); acmod->senfh = logfh; if (logfh == NULL) return 0; return acmod_write_senfh_header(acmod, logfh); } int acmod_set_mfcfh(acmod_t *acmod, FILE *logfh) { int rv = 0; if (acmod->mfcfh) fclose(acmod->mfcfh); acmod->mfcfh = logfh; fwrite(&rv, 4, 1, acmod->mfcfh); return rv; } int acmod_set_rawfh(acmod_t *acmod, FILE *logfh) { if (acmod->rawfh) fclose(acmod->rawfh); acmod->rawfh = logfh; return 0; } void acmod_grow_feat_buf(acmod_t *acmod, int nfr) { if (nfr > MAX_N_FRAMES) E_FATAL("Decoder can not process more than %d frames at once, " "requested %d\n", MAX_N_FRAMES, nfr); acmod->feat_buf = feat_array_realloc(acmod->fcb, acmod->feat_buf, acmod->n_feat_alloc, nfr); acmod->framepos = ckd_realloc(acmod->framepos, nfr * sizeof(*acmod->framepos)); acmod->n_feat_alloc = nfr; } int acmod_set_grow(acmod_t *acmod, int grow_feat) { int tmp = acmod->grow_feat; acmod->grow_feat = grow_feat; /* Expand feat_buf to a reasonable size to start with. */ if (grow_feat && acmod->n_feat_alloc < 128) acmod_grow_feat_buf(acmod, 128); return tmp; } int acmod_start_utt(acmod_t *acmod) { fe_start_utt(acmod->fe); acmod->state = ACMOD_STARTED; acmod->n_mfc_frame = 0; acmod->n_feat_frame = 0; acmod->mfc_outidx = 0; acmod->feat_outidx = 0; acmod->output_frame = 0; acmod->senscr_frame = -1; acmod->n_senone_active = 0; acmod->mgau->frame_idx = 0; acmod->rawdata_pos = 0; return 0; } int acmod_end_utt(acmod_t *acmod) { int32 nfr = 0; acmod->state = ACMOD_ENDED; if (acmod->n_mfc_frame < acmod->n_mfc_alloc) { int inptr; /* Where to start writing them (circular buffer) */ inptr = (acmod->mfc_outidx + acmod->n_mfc_frame) % acmod->n_mfc_alloc; /* nfr is always either zero or one. */ fe_end_utt(acmod->fe, acmod->mfc_buf[inptr], &nfr); acmod->n_mfc_frame += nfr; /* Process whatever's left, and any leadout or update stats if needed. */ if (nfr) nfr = acmod_process_mfcbuf(acmod); else feat_update_stats(acmod->fcb); } if (acmod->mfcfh) { long outlen; int32 rv; outlen = (ftell(acmod->mfcfh) - 4) / 4; if (!WORDS_BIGENDIAN) SWAP_INT32(&outlen); /* Try to seek and write */ if ((rv = fseek(acmod->mfcfh, 0, SEEK_SET)) == 0) { fwrite(&outlen, 4, 1, acmod->mfcfh); } fclose(acmod->mfcfh); acmod->mfcfh = NULL; } if (acmod->rawfh) { fclose(acmod->rawfh); acmod->rawfh = NULL; } if (acmod->senfh) { fclose(acmod->senfh); acmod->senfh = NULL; } return nfr; } static int acmod_log_mfc(acmod_t *acmod, mfcc_t **cep, int n_frames) { int i, n; int32 *ptr = (int32 *)cep[0]; n = n_frames * feat_cepsize(acmod->fcb); /* Swap bytes. */ if (!WORDS_BIGENDIAN) { for (i = 0; i < (n * sizeof(mfcc_t)); ++i) { SWAP_INT32(ptr + i); } } /* Write features. */ if (fwrite(cep[0], sizeof(mfcc_t), n, acmod->mfcfh) != n) { E_ERROR_SYSTEM("Failed to write %d values to log file", n); } /* Swap them back. */ if (!WORDS_BIGENDIAN) { for (i = 0; i < (n * sizeof(mfcc_t)); ++i) { SWAP_INT32(ptr + i); } } return 0; } static int acmod_process_full_cep(acmod_t *acmod, mfcc_t ***inout_cep, int *inout_n_frames) { int32 nfr; /* Write to log file. */ if (acmod->mfcfh) acmod_log_mfc(acmod, *inout_cep, *inout_n_frames); /* Resize feat_buf to fit. */ if (acmod->n_feat_alloc < *inout_n_frames) { if (*inout_n_frames > MAX_N_FRAMES) E_FATAL("Batch processing can not process more than %d frames " "at once, requested %d\n", MAX_N_FRAMES, *inout_n_frames); feat_array_free(acmod->feat_buf); acmod->feat_buf = feat_array_alloc(acmod->fcb, *inout_n_frames); acmod->n_feat_alloc = *inout_n_frames; acmod->n_feat_frame = 0; acmod->feat_outidx = 0; } /* Make dynamic features. */ nfr = feat_s2mfc2feat_live(acmod->fcb, *inout_cep, inout_n_frames, TRUE, TRUE, acmod->feat_buf); acmod->n_feat_frame = nfr; assert(acmod->n_feat_frame <= acmod->n_feat_alloc); *inout_cep += *inout_n_frames; *inout_n_frames = 0; return nfr; } static int acmod_process_full_raw(acmod_t *acmod, int16 const **inout_raw, size_t *inout_n_samps) { int32 nfr, ntail; mfcc_t **cepptr; /* Write to logging file if any. */ if (*inout_n_samps + acmod->rawdata_pos < acmod->rawdata_size) { memcpy(acmod->rawdata + acmod->rawdata_pos, *inout_raw, *inout_n_samps * sizeof(int16)); acmod->rawdata_pos += *inout_n_samps; } if (acmod->rawfh) fwrite(*inout_raw, sizeof(int16), *inout_n_samps, acmod->rawfh); /* Resize mfc_buf to fit. */ if (fe_process_frames(acmod->fe, NULL, inout_n_samps, NULL, &nfr, NULL) < 0) return -1; if (acmod->n_mfc_alloc < nfr + 1) { ckd_free_2d(acmod->mfc_buf); acmod->mfc_buf = ckd_calloc_2d(nfr + 1, fe_get_output_size(acmod->fe), sizeof(**acmod->mfc_buf)); acmod->n_mfc_alloc = nfr + 1; } acmod->n_mfc_frame = 0; acmod->mfc_outidx = 0; fe_start_utt(acmod->fe); if (fe_process_frames(acmod->fe, inout_raw, inout_n_samps, acmod->mfc_buf, &nfr, NULL) < 0) return -1; fe_end_utt(acmod->fe, acmod->mfc_buf[nfr], &ntail); nfr += ntail; cepptr = acmod->mfc_buf; nfr = acmod_process_full_cep(acmod, &cepptr, &nfr); acmod->n_mfc_frame = 0; return nfr; } /** * Process MFCCs that are in the internal buffer into features. */ static int32 acmod_process_mfcbuf(acmod_t *acmod) { mfcc_t **mfcptr; int32 ncep; ncep = acmod->n_mfc_frame; /* Also do this in two parts because of the circular mfc_buf. */ if (acmod->mfc_outidx + ncep > acmod->n_mfc_alloc) { int32 ncep1 = acmod->n_mfc_alloc - acmod->mfc_outidx; int saved_state = acmod->state; /* Make sure we don't end the utterance here. */ if (acmod->state == ACMOD_ENDED) acmod->state = ACMOD_PROCESSING; mfcptr = acmod->mfc_buf + acmod->mfc_outidx; ncep1 = acmod_process_cep(acmod, &mfcptr, &ncep1, FALSE); /* It's possible that not all available frames were filled. */ ncep -= ncep1; acmod->n_mfc_frame -= ncep1; acmod->mfc_outidx += ncep1; acmod->mfc_outidx %= acmod->n_mfc_alloc; /* Restore original state (could this really be the end) */ acmod->state = saved_state; } mfcptr = acmod->mfc_buf + acmod->mfc_outidx; ncep = acmod_process_cep(acmod, &mfcptr, &ncep, FALSE); acmod->n_mfc_frame -= ncep; acmod->mfc_outidx += ncep; acmod->mfc_outidx %= acmod->n_mfc_alloc; return ncep; } int acmod_process_raw(acmod_t *acmod, int16 const **inout_raw, size_t *inout_n_samps, int full_utt) { int32 ncep; int32 out_frameidx; int16 const *prev_audio_inptr; /* If this is a full utterance, process it all at once. */ if (full_utt) return acmod_process_full_raw(acmod, inout_raw, inout_n_samps); /* Append MFCCs to the end of any that are previously in there * (in practice, there will probably be none) */ if (inout_n_samps && *inout_n_samps) { int inptr; int32 processed_samples; prev_audio_inptr = *inout_raw; /* Total number of frames available. */ ncep = acmod->n_mfc_alloc - acmod->n_mfc_frame; /* Where to start writing them (circular buffer) */ inptr = (acmod->mfc_outidx + acmod->n_mfc_frame) % acmod->n_mfc_alloc; /* Write them in two (or more) parts if there is wraparound. */ while (inptr + ncep > acmod->n_mfc_alloc) { int32 ncep1 = acmod->n_mfc_alloc - inptr; if (fe_process_frames(acmod->fe, inout_raw, inout_n_samps, acmod->mfc_buf + inptr, &ncep1, &out_frameidx) < 0) return -1; if (out_frameidx > 0) acmod->utt_start_frame = out_frameidx; processed_samples = *inout_raw - prev_audio_inptr; if (processed_samples + acmod->rawdata_pos < acmod->rawdata_size) { memcpy(acmod->rawdata + acmod->rawdata_pos, prev_audio_inptr, processed_samples * sizeof(int16)); acmod->rawdata_pos += processed_samples; } /* Write to logging file if any. */ if (acmod->rawfh) { fwrite(prev_audio_inptr, sizeof(int16), processed_samples, acmod->rawfh); } prev_audio_inptr = *inout_raw; /* ncep1 now contains the number of frames actually * processed. This is a good thing, but it means we * actually still might have some room left at the end of * the buffer, hence the while loop. Unfortunately it * also means that in the case where we are really * actually done, we need to get out totally, hence the * goto. */ acmod->n_mfc_frame += ncep1; ncep -= ncep1; inptr += ncep1; inptr %= acmod->n_mfc_alloc; if (ncep1 == 0) goto alldone; } assert(inptr + ncep <= acmod->n_mfc_alloc); if (fe_process_frames(acmod->fe, inout_raw, inout_n_samps, acmod->mfc_buf + inptr, &ncep, &out_frameidx) < 0) return -1; if (out_frameidx > 0) acmod->utt_start_frame = out_frameidx; processed_samples = *inout_raw - prev_audio_inptr; if (processed_samples + acmod->rawdata_pos < acmod->rawdata_size) { memcpy(acmod->rawdata + acmod->rawdata_pos, prev_audio_inptr, processed_samples * sizeof(int16)); acmod->rawdata_pos += processed_samples; } if (acmod->rawfh) { fwrite(prev_audio_inptr, sizeof(int16), processed_samples, acmod->rawfh); } prev_audio_inptr = *inout_raw; acmod->n_mfc_frame += ncep; alldone: ; } /* Hand things off to acmod_process_cep. */ return acmod_process_mfcbuf(acmod); } int acmod_process_cep(acmod_t *acmod, mfcc_t ***inout_cep, int *inout_n_frames, int full_utt) { int32 nfeat, ncep, inptr; int orig_n_frames; /* If this is a full utterance, process it all at once. */ if (full_utt) return acmod_process_full_cep(acmod, inout_cep, inout_n_frames); /* Write to log file. */ if (acmod->mfcfh) acmod_log_mfc(acmod, *inout_cep, *inout_n_frames); /* Maximum number of frames we're going to generate. */ orig_n_frames = ncep = nfeat = *inout_n_frames; /* FIXME: This behaviour isn't guaranteed... */ if (acmod->state == ACMOD_ENDED) nfeat += feat_window_size(acmod->fcb); else if (acmod->state == ACMOD_STARTED) nfeat -= feat_window_size(acmod->fcb); /* Clamp number of features to fit available space. */ if (nfeat > acmod->n_feat_alloc - acmod->n_feat_frame) { /* Grow it as needed - we have to grow it at the end of an * utterance because we can't return a short read there. */ if (acmod->grow_feat || acmod->state == ACMOD_ENDED) acmod_grow_feat_buf(acmod, acmod->n_feat_alloc + nfeat); else ncep -= (nfeat - (acmod->n_feat_alloc - acmod->n_feat_frame)); } /* Where to start writing in the feature buffer. */ if (acmod->grow_feat) { /* Grow to avoid wraparound if grow_feat == TRUE. */ inptr = acmod->feat_outidx + acmod->n_feat_frame; while (inptr + nfeat >= acmod->n_feat_alloc) acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2); } else { inptr = (acmod->feat_outidx + acmod->n_feat_frame) % acmod->n_feat_alloc; } /* FIXME: we can't split the last frame drop properly to be on the bounary, * so just return */ if (inptr + nfeat > acmod->n_feat_alloc && acmod->state == ACMOD_ENDED) { *inout_n_frames -= ncep; *inout_cep += ncep; return 0; } /* Write them in two parts if there is wraparound. */ if (inptr + nfeat > acmod->n_feat_alloc) { int32 ncep1 = acmod->n_feat_alloc - inptr; /* Make sure we don't end the utterance here. */ nfeat = feat_s2mfc2feat_live(acmod->fcb, *inout_cep, &ncep1, (acmod->state == ACMOD_STARTED), FALSE, acmod->feat_buf + inptr); if (nfeat < 0) return -1; /* Move the output feature pointer forward. */ acmod->n_feat_frame += nfeat; assert(acmod->n_feat_frame <= acmod->n_feat_alloc); inptr += nfeat; inptr %= acmod->n_feat_alloc; /* Move the input feature pointers forward. */ *inout_n_frames -= ncep1; *inout_cep += ncep1; ncep -= ncep1; } nfeat = feat_s2mfc2feat_live(acmod->fcb, *inout_cep, &ncep, (acmod->state == ACMOD_STARTED), (acmod->state == ACMOD_ENDED), acmod->feat_buf + inptr); if (nfeat < 0) return -1; acmod->n_feat_frame += nfeat; assert(acmod->n_feat_frame <= acmod->n_feat_alloc); /* Move the input feature pointers forward. */ *inout_n_frames -= ncep; *inout_cep += ncep; if (acmod->state == ACMOD_STARTED) acmod->state = ACMOD_PROCESSING; return orig_n_frames - *inout_n_frames; } int acmod_process_feat(acmod_t *acmod, mfcc_t **feat) { int i, inptr; if (acmod->n_feat_frame == acmod->n_feat_alloc) { if (acmod->grow_feat) acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2); else return 0; } if (acmod->grow_feat) { /* Grow to avoid wraparound if grow_feat == TRUE. */ inptr = acmod->feat_outidx + acmod->n_feat_frame; while (inptr + 1 >= acmod->n_feat_alloc) acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2); } else { inptr = (acmod->feat_outidx + acmod->n_feat_frame) % acmod->n_feat_alloc; } for (i = 0; i < feat_dimension1(acmod->fcb); ++i) memcpy(acmod->feat_buf[inptr][i], feat[i], feat_dimension2(acmod->fcb, i) * sizeof(**feat)); ++acmod->n_feat_frame; assert(acmod->n_feat_frame <= acmod->n_feat_alloc); return 1; } static int acmod_read_senfh_header(acmod_t *acmod) { char **name, **val; int32 swap; int i; if (bio_readhdr(acmod->insenfh, &name, &val, &swap) < 0) goto error_out; for (i = 0; name[i] != NULL; ++i) { if (!strcmp(name[i], "n_sen")) { if (atoi(val[i]) != bin_mdef_n_sen(acmod->mdef)) { E_ERROR("Number of senones in senone file (%d) does not " "match mdef (%d)\n", atoi(val[i]), bin_mdef_n_sen(acmod->mdef)); goto error_out; } } if (!strcmp(name[i], "logbase")) { if (fabs(atof_c(val[i]) - logmath_get_base(acmod->lmath)) > 0.001) { E_ERROR("Logbase in senone file (%f) does not match acmod " "(%f)\n", atof_c(val[i]), logmath_get_base(acmod->lmath)); goto error_out; } } } acmod->insen_swap = swap; bio_hdrarg_free(name, val); return 0; error_out: bio_hdrarg_free(name, val); return -1; } int acmod_set_insenfh(acmod_t *acmod, FILE *senfh) { acmod->insenfh = senfh; if (senfh == NULL) { acmod->n_feat_frame = 0; acmod->compallsen = cmd_ln_boolean_r(acmod->config, "-compallsen"); return 0; } acmod->compallsen = TRUE; return acmod_read_senfh_header(acmod); } int acmod_rewind(acmod_t *acmod) { /* If the feature buffer is circular, this is not possible. */ if (acmod->output_frame > acmod->n_feat_alloc) { E_ERROR("Circular feature buffer cannot be rewound (output frame %d, " "alloc %d)\n", acmod->output_frame, acmod->n_feat_alloc); return -1; } /* Frames consumed + frames available */ acmod->n_feat_frame = acmod->output_frame + acmod->n_feat_frame; /* Reset output pointers. */ acmod->feat_outidx = 0; acmod->output_frame = 0; acmod->senscr_frame = -1; acmod->mgau->frame_idx = 0; return 0; } int acmod_advance(acmod_t *acmod) { /* Advance the output pointers. */ if (++acmod->feat_outidx == acmod->n_feat_alloc) acmod->feat_outidx = 0; --acmod->n_feat_frame; ++acmod->mgau->frame_idx; return ++acmod->output_frame; } int acmod_write_scores(acmod_t *acmod, int n_active, uint8 const *active, int16 const *senscr, FILE *senfh) { int16 n_active2; /* Uncompressed frame format: * * (2 bytes) n_active: Number of active senones * If all senones active: * (n_active * 2 bytes) scores of active senones * * Otherwise: * (2 bytes) n_active: Number of active senones * (n_active bytes) deltas to active senones * (n_active * 2 bytes) scores of active senones */ n_active2 = n_active; if (fwrite(&n_active2, 2, 1, senfh) != 1) goto error_out; if (n_active == bin_mdef_n_sen(acmod->mdef)) { if (fwrite(senscr, 2, n_active, senfh) != n_active) goto error_out; } else { int i, n; if (fwrite(active, 1, n_active, senfh) != n_active) goto error_out; for (i = n = 0; i < n_active; ++i) { n += active[i]; if (fwrite(senscr + n, 2, 1, senfh) != 1) goto error_out; } } return 0; error_out: E_ERROR_SYSTEM("Failed to write frame to senone file"); return -1; } /** * Internal version, used for reading previous frames in acmod_score() */ static int acmod_read_scores_internal(acmod_t *acmod) { FILE *senfh = acmod->insenfh; int16 n_active; size_t rv; if (acmod->n_feat_frame == acmod->n_feat_alloc) { if (acmod->grow_feat) acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2); else return 0; } if (senfh == NULL) return -1; if ((rv = fread(&n_active, 2, 1, senfh)) != 1) goto error_out; acmod->n_senone_active = n_active; if (acmod->n_senone_active == bin_mdef_n_sen(acmod->mdef)) { if ((rv = fread(acmod->senone_scores, 2, acmod->n_senone_active, senfh)) != acmod->n_senone_active) goto error_out; } else { int i, n; if ((rv = fread(acmod->senone_active, 1, acmod->n_senone_active, senfh)) != acmod->n_senone_active) goto error_out; for (i = 0, n = 0; i < acmod->n_senone_active; ++i) { int j, sen = n + acmod->senone_active[i]; for (j = n + 1; j < sen; ++j) acmod->senone_scores[j] = SENSCR_DUMMY; if ((rv = fread(acmod->senone_scores + sen, 2, 1, senfh)) != 1) goto error_out; n = sen; } n++; while (n < bin_mdef_n_sen(acmod->mdef)) acmod->senone_scores[n++] = SENSCR_DUMMY; } return 1; error_out: if (ferror(senfh)) { E_ERROR_SYSTEM("Failed to read frame from senone file"); return -1; } return 0; } int acmod_read_scores(acmod_t *acmod) { int inptr, rv; if (acmod->grow_feat) { /* Grow to avoid wraparound if grow_feat == TRUE. */ inptr = acmod->feat_outidx + acmod->n_feat_frame; /* Has to be +1, otherwise, next time acmod_advance() is * called, this will wrap around. */ while (inptr + 1 >= acmod->n_feat_alloc) acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2); } else { inptr = (acmod->feat_outidx + acmod->n_feat_frame) % acmod->n_feat_alloc; } if ((rv = acmod_read_scores_internal(acmod)) != 1) return rv; /* Set acmod->senscr_frame appropriately so that these scores get reused below in acmod_score(). */ acmod->senscr_frame = acmod->output_frame + acmod->n_feat_frame; E_DEBUG(1,("Frame %d has %d active states\n", acmod->senscr_frame, acmod->n_senone_active)); /* Increment the "feature frame counter" and record the file * position for the relevant frame in the (possibly circular) * buffer. */ ++acmod->n_feat_frame; acmod->framepos[inptr] = ftell(acmod->insenfh); return 1; } static int calc_frame_idx(acmod_t *acmod, int *inout_frame_idx) { int frame_idx; /* Calculate the absolute frame index to be scored. */ if (inout_frame_idx == NULL) frame_idx = acmod->output_frame; else if (*inout_frame_idx < 0) frame_idx = acmod->output_frame + 1 + *inout_frame_idx; else frame_idx = *inout_frame_idx; return frame_idx; } static int calc_feat_idx(acmod_t *acmod, int frame_idx) { int n_backfr, feat_idx; n_backfr = acmod->n_feat_alloc - acmod->n_feat_frame; if (frame_idx < 0 || acmod->output_frame - frame_idx > n_backfr) { E_ERROR("Frame %d outside queue of %d frames, %d alloc (%d > %d), " "cannot score\n", frame_idx, acmod->n_feat_frame, acmod->n_feat_alloc, acmod->output_frame - frame_idx, n_backfr); return -1; } /* Get the index in feat_buf/framepos of the frame to be scored. */ feat_idx = (acmod->feat_outidx + frame_idx - acmod->output_frame) % acmod->n_feat_alloc; if (feat_idx < 0) feat_idx += acmod->n_feat_alloc; return feat_idx; } mfcc_t ** acmod_get_frame(acmod_t *acmod, int *inout_frame_idx) { int frame_idx, feat_idx; /* Calculate the absolute frame index requested. */ frame_idx = calc_frame_idx(acmod, inout_frame_idx); /* Calculate position of requested frame in circular buffer. */ if ((feat_idx = calc_feat_idx(acmod, frame_idx)) < 0) return NULL; if (inout_frame_idx) *inout_frame_idx = frame_idx; return acmod->feat_buf[feat_idx]; } int16 const * acmod_score(acmod_t *acmod, int *inout_frame_idx) { int frame_idx, feat_idx; /* Calculate the absolute frame index to be scored. */ frame_idx = calc_frame_idx(acmod, inout_frame_idx); /* If all senones are being computed, or we are using a senone file, then we can reuse existing scores. */ if ((acmod->compallsen || acmod->insenfh) && frame_idx == acmod->senscr_frame) { if (inout_frame_idx) *inout_frame_idx = frame_idx; return acmod->senone_scores; } /* Calculate position of requested frame in circular buffer. */ if ((feat_idx = calc_feat_idx(acmod, frame_idx)) < 0) return NULL; /* * If there is an input senone file locate the appropriate frame and read * it. */ if (acmod->insenfh) { fseek(acmod->insenfh, acmod->framepos[feat_idx], SEEK_SET); if (acmod_read_scores_internal(acmod) < 0) return NULL; } else { /* Build active senone list. */ acmod_flags2list(acmod); /* Generate scores for the next available frame */ ps_mgau_frame_eval(acmod->mgau, acmod->senone_scores, acmod->senone_active, acmod->n_senone_active, acmod->feat_buf[feat_idx], frame_idx, acmod->compallsen); } if (inout_frame_idx) *inout_frame_idx = frame_idx; acmod->senscr_frame = frame_idx; /* Dump scores to the senone dump file if one exists. */ if (acmod->senfh) { if (acmod_write_scores(acmod, acmod->n_senone_active, acmod->senone_active, acmod->senone_scores, acmod->senfh) < 0) return NULL; E_DEBUG(1,("Frame %d has %d active states\n", frame_idx, acmod->n_senone_active)); } return acmod->senone_scores; } int acmod_best_score(acmod_t *acmod, int *out_best_senid) { int i, best; best = SENSCR_DUMMY; if (acmod->compallsen) { for (i = 0; i < bin_mdef_n_sen(acmod->mdef); ++i) { if (acmod->senone_scores[i] < best) { best = acmod->senone_scores[i]; *out_best_senid = i; } } } else { int16 *senscr; senscr = acmod->senone_scores; for (i = 0; i < acmod->n_senone_active; ++i) { senscr += acmod->senone_active[i]; if (*senscr < best) { best = *senscr; *out_best_senid = i; } } } return best; } void acmod_clear_active(acmod_t *acmod) { if (acmod->compallsen) return; bitvec_clear_all(acmod->senone_active_vec, bin_mdef_n_sen(acmod->mdef)); acmod->n_senone_active = 0; } #define MPX_BITVEC_SET(a,h,i) \ if (hmm_mpx_ssid(h,i) != BAD_SSID) \ bitvec_set((a)->senone_active_vec, hmm_mpx_senid(h,i)) #define NONMPX_BITVEC_SET(a,h,i) \ bitvec_set((a)->senone_active_vec, \ hmm_nonmpx_senid(h,i)) void acmod_activate_hmm(acmod_t *acmod, hmm_t *hmm) { int i; if (acmod->compallsen) return; if (hmm_is_mpx(hmm)) { switch (hmm_n_emit_state(hmm)) { case 5: MPX_BITVEC_SET(acmod, hmm, 4); MPX_BITVEC_SET(acmod, hmm, 3); case 3: MPX_BITVEC_SET(acmod, hmm, 2); MPX_BITVEC_SET(acmod, hmm, 1); MPX_BITVEC_SET(acmod, hmm, 0); break; default: for (i = 0; i < hmm_n_emit_state(hmm); ++i) { MPX_BITVEC_SET(acmod, hmm, i); } } } else { switch (hmm_n_emit_state(hmm)) { case 5: NONMPX_BITVEC_SET(acmod, hmm, 4); NONMPX_BITVEC_SET(acmod, hmm, 3); case 3: NONMPX_BITVEC_SET(acmod, hmm, 2); NONMPX_BITVEC_SET(acmod, hmm, 1); NONMPX_BITVEC_SET(acmod, hmm, 0); break; default: for (i = 0; i < hmm_n_emit_state(hmm); ++i) { NONMPX_BITVEC_SET(acmod, hmm, i); } } } } int32 acmod_flags2list(acmod_t *acmod) { int32 w, l, n, b, total_dists, total_words, extra_bits; bitvec_t *flagptr; total_dists = bin_mdef_n_sen(acmod->mdef); if (acmod->compallsen) { acmod->n_senone_active = total_dists; return total_dists; } total_words = total_dists / BITVEC_BITS; extra_bits = total_dists % BITVEC_BITS; w = n = l = 0; for (flagptr = acmod->senone_active_vec; w < total_words; ++w, ++flagptr) { if (*flagptr == 0) continue; for (b = 0; b < BITVEC_BITS; ++b) { if (*flagptr & (1UL << b)) { int32 sen = w * BITVEC_BITS + b; int32 delta = sen - l; /* Handle excessive deltas "lossily" by adding a few extra senones to bridge the gap. */ while (delta > 255) { acmod->senone_active[n++] = 255; delta -= 255; } acmod->senone_active[n++] = delta; l = sen; } } } for (b = 0; b < extra_bits; ++b) { if (*flagptr & (1UL << b)) { int32 sen = w * BITVEC_BITS + b; int32 delta = sen - l; /* Handle excessive deltas "lossily" by adding a few extra senones to bridge the gap. */ while (delta > 255) { acmod->senone_active[n++] = 255; delta -= 255; } acmod->senone_active[n++] = delta; l = sen; } } acmod->n_senone_active = n; E_DEBUG(1, ("acmod_flags2list: %d active in frame %d\n", acmod->n_senone_active, acmod->output_frame)); return n; } int32 acmod_stream_offset(acmod_t *acmod) { return acmod->utt_start_frame; } void acmod_start_stream(acmod_t *acmod) { fe_start_stream(acmod->fe); acmod->utt_start_frame = 0; } void acmod_set_rawdata_size(acmod_t *acmod, int32 size) { assert(size >= 0); acmod->rawdata_size = size; if (acmod->rawdata_size > 0) { ckd_free(acmod->rawdata); acmod->rawdata = ckd_calloc(size, sizeof(int16)); } } void acmod_get_rawdata(acmod_t *acmod, int16 **buffer, int32 *size) { if (buffer) { *buffer = acmod->rawdata; } if (size) { *size = acmod->rawdata_pos; } } pocketsphinx-5prealpha/src/libpocketsphinx/mdef.c0000664000175000017500000005442312504317100017454 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * mdef.c -- HMM model definition: base (CI) phones and triphones * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1999 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * * * 22-Nov-2004 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University * Imported from s3.2, for supporting s3 format continuous * acoustic models. * * 14-Oct-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon * Added mdef_sseq2sen_active(). * * 06-May-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon * In mdef_phone_id(), added backing off to silence phone context from filler * context if original triphone not found. * * 30-Apr-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon * Added senone-sequence id (ssid) to phone_t and appropriate functions to * maintain it. Instead, moved state sequence info to mdef_t. * * 13-Jul-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added mdef_phone_str(). * * 01-Jan-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Allowed mdef_phone_id_nearest to return base phone id if either * left or right context (or both) is undefined. * * 01-Jan-96 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Created. */ /* * Major assumptions: * All phones have same #states, same topology. * Every phone has exactly one non-emitting, final state--the last one. * CI phones must appear first in model definition file. */ /* System headers. */ #include #include #include #include /* SphinxBase headers. */ #include #include /* Local headers. */ #include "mdef.h" #define MODEL_DEF_VERSION "0.3" static void ciphone_add(mdef_t * m, char *ci, int p) { assert(p < m->n_ciphone); m->ciphone[p].name = (char *) ckd_salloc(ci); /* freed in mdef_free */ if (hash_table_enter(m->ciphone_ht, m->ciphone[p].name, (void *)(long)p) != (void *)(long)p) E_FATAL("hash_table_enter(%s) failed; duplicate CIphone?\n", m->ciphone[p].name); } static ph_lc_t * find_ph_lc(ph_lc_t * lclist, int lc) { ph_lc_t *lcptr; for (lcptr = lclist; lcptr && (lcptr->lc != lc); lcptr = lcptr->next); return lcptr; } static ph_rc_t * find_ph_rc(ph_rc_t * rclist, int rc) { ph_rc_t *rcptr; for (rcptr = rclist; rcptr && (rcptr->rc != rc); rcptr = rcptr->next); return rcptr; } static void triphone_add(mdef_t * m, int ci, int lc, int rc, word_posn_t wpos, int p) { ph_lc_t *lcptr; ph_rc_t *rcptr; assert(p < m->n_phone); /* Fill in phone[p] information (state and tmat mappings added later) */ m->phone[p].ci = ci; m->phone[p].lc = lc; m->phone[p].rc = rc; m->phone[p].wpos = wpos; /* Create -> p mapping if not a CI phone */ if (p >= m->n_ciphone) { if ((lcptr = find_ph_lc(m->wpos_ci_lclist[wpos][(int) ci], lc)) == NULL) { lcptr = (ph_lc_t *) ckd_calloc(1, sizeof(ph_lc_t)); /* freed at mdef_free, I believe */ lcptr->lc = lc; lcptr->next = m->wpos_ci_lclist[wpos][(int) ci]; m->wpos_ci_lclist[wpos][(int) ci] = lcptr; /* This is what needs to be freed */ } if ((rcptr = find_ph_rc(lcptr->rclist, rc)) != NULL) { __BIGSTACKVARIABLE__ char buf[4096]; mdef_phone_str(m, rcptr->pid, buf); E_FATAL("Duplicate triphone: %s\n", buf); } rcptr = (ph_rc_t *) ckd_calloc(1, sizeof(ph_rc_t)); /* freed in mdef_free, I believe */ rcptr->rc = rc; rcptr->pid = p; rcptr->next = lcptr->rclist; lcptr->rclist = rcptr; } } int mdef_ciphone_id(mdef_t * m, char *ci) { int32 id; if (hash_table_lookup_int32(m->ciphone_ht, ci, &id) < 0) return -1; return id; } const char * mdef_ciphone_str(mdef_t * m, int id) { assert(m); assert((id >= 0) && (id < m->n_ciphone)); return (m->ciphone[id].name); } int mdef_phone_str(mdef_t * m, int pid, char *buf) { char *wpos_name; assert(m); assert((pid >= 0) && (pid < m->n_phone)); wpos_name = WPOS_NAME; buf[0] = '\0'; if (pid < m->n_ciphone) sprintf(buf, "%s", mdef_ciphone_str(m, pid)); else { sprintf(buf, "%s %s %s %c", mdef_ciphone_str(m, m->phone[pid].ci), mdef_ciphone_str(m, m->phone[pid].lc), mdef_ciphone_str(m, m->phone[pid].rc), wpos_name[m->phone[pid].wpos]); } return 0; } int mdef_phone_id(mdef_t * m, int ci, int lc, int rc, word_posn_t wpos) { ph_lc_t *lcptr; ph_rc_t *rcptr; int newl, newr; assert(m); assert((ci >= 0) && (ci < m->n_ciphone)); assert((lc >= 0) && (lc < m->n_ciphone)); assert((rc >= 0) && (rc < m->n_ciphone)); assert((wpos >= 0) && (wpos < N_WORD_POSN)); if (((lcptr = find_ph_lc(m->wpos_ci_lclist[wpos][(int) ci], lc)) == NULL) || ((rcptr = find_ph_rc(lcptr->rclist, rc)) == NULL)) { /* Not found; backoff to silence context if non-silence filler context */ if (m->sil < 0) return -1; newl = m->ciphone[(int) lc].filler ? m->sil : lc; newr = m->ciphone[(int) rc].filler ? m->sil : rc; if ((newl == lc) && (newr == rc)) return -1; return (mdef_phone_id(m, ci, newl, newr, wpos)); } return (rcptr->pid); } int mdef_is_ciphone(mdef_t * m, int p) { assert(m); assert((p >= 0) && (p < m->n_phone)); return ((p < m->n_ciphone) ? 1 : 0); } int mdef_is_cisenone(mdef_t * m, int s) { assert(m); if (s >= m->n_sen) { return 0; } assert(s >= 0); return ((s == m->cd2cisen[s]) ? 1 : 0); } /* Parse tmat and state->senone mappings for phone p and fill in structure */ static void parse_tmat_senmap(mdef_t * m, char *line, long off, int p) { int32 wlen, n, s; char *lp; __BIGSTACKVARIABLE__ char word[1024]; lp = line + off; /* Read transition matrix id */ if ((sscanf(lp, "%d%n", &n, &wlen) != 1) || (n < 0)) E_FATAL("Missing or bad transition matrix id: %s\n", line); m->phone[p].tmat = n; if (m->n_tmat <= n) E_FATAL("tmat-id(%d) > #tmat in header(%d): %s\n", n, m->n_tmat, line); lp += wlen; /* Read senone mappings for each emitting state */ for (n = 0; n < m->n_emit_state; n++) { if ((sscanf(lp, "%d%n", &s, &wlen) != 1) || (s < 0)) E_FATAL("Missing or bad state[%d]->senone mapping: %s\n", n, line); if ((p < m->n_ciphone) && (m->n_ci_sen <= s)) E_FATAL("CI-senone-id(%d) > #CI-senones(%d): %s\n", s, m->n_ci_sen, line); if (m->n_sen <= s) E_FATAL("Senone-id(%d) > #senones(%d): %s\n", s, m->n_sen, line); m->sseq[p][n] = s; lp += wlen; } /* Check for the last non-emitting state N */ if ((sscanf(lp, "%s%n", word, &wlen) != 1) || (strcmp(word, "N") != 0)) E_FATAL("Missing non-emitting state spec: %s\n", line); lp += wlen; /* Check for end of line */ if (sscanf(lp, "%s%n", word, &wlen) == 1) E_FATAL("Non-empty beyond non-emitting final state: %s\n", line); } static void parse_base_line(mdef_t * m, char *line, int p) { int32 wlen, n; __BIGSTACKVARIABLE__ char word[1024], *lp; int ci; lp = line; /* Read base phone name */ if (sscanf(lp, "%s%n", word, &wlen) != 1) E_FATAL("Missing base phone name: %s\n", line); lp += wlen; /* Make sure it's not a duplicate */ ci = mdef_ciphone_id(m, word); if (ci >= 0) E_FATAL("Duplicate base phone: %s\n", line); /* Add ciphone to ciphone table with id p */ ciphone_add(m, word, p); ci = (int) p; /* Read and skip "-" for lc, rc, wpos */ for (n = 0; n < 3; n++) { if ((sscanf(lp, "%s%n", word, &wlen) != 1) || (strcmp(word, "-") != 0)) E_FATAL("Bad context info for base phone: %s\n", line); lp += wlen; } /* Read filler attribute, if present */ if (sscanf(lp, "%s%n", word, &wlen) != 1) E_FATAL("Missing filler atribute field: %s\n", line); lp += wlen; if (strcmp(word, "filler") == 0) m->ciphone[(int) ci].filler = 1; else if (strcmp(word, "n/a") == 0) m->ciphone[(int) ci].filler = 0; else E_FATAL("Bad filler attribute field: %s\n", line); triphone_add(m, ci, -1, -1, WORD_POSN_UNDEFINED, p); /* Parse remainder of line: transition matrix and state->senone mappings */ parse_tmat_senmap(m, line, lp - line, p); } static void parse_tri_line(mdef_t * m, char *line, int p) { int32 wlen; __BIGSTACKVARIABLE__ char word[1024], *lp; int ci, lc, rc; word_posn_t wpos = WORD_POSN_BEGIN; lp = line; /* Read base phone name */ if (sscanf(lp, "%s%n", word, &wlen) != 1) E_FATAL("Missing base phone name: %s\n", line); lp += wlen; ci = mdef_ciphone_id(m, word); if (ci < 0) E_FATAL("Unknown base phone: %s\n", line); /* Read lc */ if (sscanf(lp, "%s%n", word, &wlen) != 1) E_FATAL("Missing left context: %s\n", line); lp += wlen; lc = mdef_ciphone_id(m, word); if (lc < 0) E_FATAL("Unknown left context: %s\n", line); /* Read rc */ if (sscanf(lp, "%s%n", word, &wlen) != 1) E_FATAL("Missing right context: %s\n", line); lp += wlen; rc = mdef_ciphone_id(m, word); if (rc < 0) E_FATAL("Unknown right context: %s\n", line); /* Read tripone word-position within word */ if ((sscanf(lp, "%s%n", word, &wlen) != 1) || (word[1] != '\0')) E_FATAL("Missing or bad word-position spec: %s\n", line); lp += wlen; switch (word[0]) { case 'b': wpos = WORD_POSN_BEGIN; break; case 'e': wpos = WORD_POSN_END; break; case 's': wpos = WORD_POSN_SINGLE; break; case 'i': wpos = WORD_POSN_INTERNAL; break; default: E_FATAL("Bad word-position spec: %s\n", line); } /* Read filler attribute, if present. Must match base phone attribute */ if (sscanf(lp, "%s%n", word, &wlen) != 1) E_FATAL("Missing filler attribute field: %s\n", line); lp += wlen; if (((strcmp(word, "filler") == 0) && (m->ciphone[(int) ci].filler)) || ((strcmp(word, "n/a") == 0) && (!m->ciphone[(int) ci].filler))) { /* Everything is fine */ } else E_FATAL("Bad filler attribute field: %s\n", line); triphone_add(m, ci, lc, rc, wpos, p); /* Parse remainder of line: transition matrix and state->senone mappings */ parse_tmat_senmap(m, line, lp - line, p); } static void sseq_compress(mdef_t * m) { hash_table_t *h; uint16 **sseq; int32 n_sseq; int32 p, j, k; glist_t g; gnode_t *gn; hash_entry_t *he; k = m->n_emit_state * sizeof(int16); h = hash_table_new(m->n_phone, HASH_CASE_YES); n_sseq = 0; /* Identify unique senone-sequence IDs. BUG: tmat-id not being considered!! */ for (p = 0; p < m->n_phone; p++) { /* Add senone sequence to hash table */ if (n_sseq == (j = hash_table_enter_bkey_int32(h, (char *)m->sseq[p], k, n_sseq))) n_sseq++; m->phone[p].ssid = j; } /* Generate compacted sseq table */ sseq = ckd_calloc_2d(n_sseq, m->n_emit_state, sizeof(**sseq)); /* freed in mdef_free() */ g = hash_table_tolist(h, &j); assert(j == n_sseq); for (gn = g; gn; gn = gnode_next(gn)) { he = (hash_entry_t *) gnode_ptr(gn); j = (int32)(long)hash_entry_val(he); memcpy(sseq[j], hash_entry_key(he), k); } glist_free(g); /* Free the old, temporary senone sequence table, replace with compacted one */ ckd_free_2d(m->sseq); m->sseq = sseq; m->n_sseq = n_sseq; hash_table_free(h); } static int32 noncomment_line(char *line, int32 size, FILE * fp) { while (fgets(line, size, fp) != NULL) { if (line[0] != '#') return 0; } return -1; } /* * Initialize phones (ci and triphones) and state->senone mappings from .mdef file. */ mdef_t * mdef_init(char *mdeffile, int32 breport) { FILE *fp; int32 n_ci, n_tri, n_map, n; __BIGSTACKVARIABLE__ char tag[1024], buf[1024]; uint16 **senmap; int p; int32 s, ci, cd; mdef_t *m; if (!mdeffile) E_FATAL("No mdef-file\n"); if (breport) E_INFO("Reading model definition: %s\n", mdeffile); m = (mdef_t *) ckd_calloc(1, sizeof(mdef_t)); /* freed in mdef_free */ if ((fp = fopen(mdeffile, "r")) == NULL) E_FATAL_SYSTEM("Failed to open mdef file '%s' for reading", mdeffile); if (noncomment_line(buf, sizeof(buf), fp) < 0) E_FATAL("Empty file: %s\n", mdeffile); if (strncmp(buf, "BMDF", 4) == 0 || strncmp(buf, "FDMB", 4) == 0) { E_INFO ("Found byte-order mark %.4s, assuming this is a binary mdef file\n", buf); fclose(fp); ckd_free(m); return NULL; } if (strncmp(buf, MODEL_DEF_VERSION, strlen(MODEL_DEF_VERSION)) != 0) E_FATAL("Version error: Expecing %s, but read %s\n", MODEL_DEF_VERSION, buf); /* Read #base phones, #triphones, #senone mappings defined in header */ n_ci = -1; n_tri = -1; n_map = -1; m->n_ci_sen = -1; m->n_sen = -1; m->n_tmat = -1; do { if (noncomment_line(buf, sizeof(buf), fp) < 0) E_FATAL("Incomplete header\n"); if ((sscanf(buf, "%d %s", &n, tag) != 2) || (n < 0)) E_FATAL("Error in header: %s\n", buf); if (strcmp(tag, "n_base") == 0) n_ci = n; else if (strcmp(tag, "n_tri") == 0) n_tri = n; else if (strcmp(tag, "n_state_map") == 0) n_map = n; else if (strcmp(tag, "n_tied_ci_state") == 0) m->n_ci_sen = n; else if (strcmp(tag, "n_tied_state") == 0) m->n_sen = n; else if (strcmp(tag, "n_tied_tmat") == 0) m->n_tmat = n; else E_FATAL("Unknown header line: %s\n", buf); } while ((n_ci < 0) || (n_tri < 0) || (n_map < 0) || (m->n_ci_sen < 0) || (m->n_sen < 0) || (m->n_tmat < 0)); if ((n_ci == 0) || (m->n_ci_sen == 0) || (m->n_tmat == 0) || (m->n_ci_sen > m->n_sen)) E_FATAL("%s: Error in header\n", mdeffile); /* Check typesize limits */ if (n_ci >= MAX_INT16) E_FATAL("%s: #CI phones (%d) exceeds limit (%d)\n", mdeffile, n_ci, MAX_INT16); if (n_ci + n_tri >= MAX_INT32) /* Comparison is always false... */ E_FATAL("%s: #Phones (%d) exceeds limit (%d)\n", mdeffile, n_ci + n_tri, MAX_INT32); if (m->n_sen >= MAX_INT16) E_FATAL("%s: #senones (%d) exceeds limit (%d)\n", mdeffile, m->n_sen, MAX_INT16); if (m->n_tmat >= MAX_INT32) /* Comparison is always false... */ E_FATAL("%s: #tmats (%d) exceeds limit (%d)\n", mdeffile, m->n_tmat, MAX_INT32); m->n_emit_state = (n_map / (n_ci + n_tri)) - 1; if ((m->n_emit_state + 1) * (n_ci + n_tri) != n_map) E_FATAL ("Header error: n_state_map not a multiple of n_ci*n_tri\n"); /* Initialize ciphone info */ m->n_ciphone = n_ci; m->ciphone_ht = hash_table_new(n_ci, HASH_CASE_YES); /* With case-insensitive string names *//* freed in mdef_free */ m->ciphone = (ciphone_t *) ckd_calloc(n_ci, sizeof(ciphone_t)); /* freed in mdef_free */ /* Initialize phones info (ciphones + triphones) */ m->n_phone = n_ci + n_tri; m->phone = (phone_t *) ckd_calloc(m->n_phone, sizeof(phone_t)); /* freed in mdef_free */ /* Allocate space for state->senone map for each phone */ senmap = ckd_calloc_2d(m->n_phone, m->n_emit_state, sizeof(**senmap)); /* freed in mdef_free */ m->sseq = senmap; /* TEMPORARY; until it is compressed into just the unique ones */ /* Allocate initial space for -> pid mapping */ m->wpos_ci_lclist = (ph_lc_t ***) ckd_calloc_2d(N_WORD_POSN, m->n_ciphone, sizeof(ph_lc_t *)); /* freed in mdef_free */ /* * Read base phones and triphones. They'll simply be assigned a running sequence * number as their "phone-id". If the phone-id < n_ci, it's a ciphone. */ /* Read base phones */ for (p = 0; p < n_ci; p++) { if (noncomment_line(buf, sizeof(buf), fp) < 0) E_FATAL("Premature EOF reading CIphone %d\n", p); parse_base_line(m, buf, p); } m->sil = mdef_ciphone_id(m, S3_SILENCE_CIPHONE); /* Read triphones, if any */ for (; p < m->n_phone; p++) { if (noncomment_line(buf, sizeof(buf), fp) < 0) E_FATAL("Premature EOF reading phone %d\n", p); parse_tri_line(m, buf, p); } if (noncomment_line(buf, sizeof(buf), fp) >= 0) E_ERROR("Non-empty file beyond expected #phones (%d)\n", m->n_phone); /* Build CD senones to CI senones map */ if (m->n_ciphone * m->n_emit_state != m->n_ci_sen) E_FATAL ("#CI-senones(%d) != #CI-phone(%d) x #emitting-states(%d)\n", m->n_ci_sen, m->n_ciphone, m->n_emit_state); m->cd2cisen = (int16 *) ckd_calloc(m->n_sen, sizeof(*m->cd2cisen)); /* freed in mdef_free */ m->sen2cimap = (int16 *) ckd_calloc(m->n_sen, sizeof(*m->sen2cimap)); /* freed in mdef_free */ for (s = 0; s < m->n_sen; s++) m->sen2cimap[s] = -1; for (s = 0; s < m->n_ci_sen; s++) { /* CI senones */ m->cd2cisen[s] = s; m->sen2cimap[s] = s / m->n_emit_state; } for (p = n_ci; p < m->n_phone; p++) { /* CD senones */ for (s = 0; s < m->n_emit_state; s++) { cd = m->sseq[p][s]; ci = m->sseq[m->phone[p].ci][s]; m->cd2cisen[cd] = ci; m->sen2cimap[cd] = m->phone[p].ci; } } sseq_compress(m); fclose(fp); return m; } void mdef_report(mdef_t * m) { E_INFO_NOFN("Initialization of mdef_t, report:\n"); E_INFO_NOFN ("%d CI-phone, %d CD-phone, %d emitstate/phone, %d CI-sen, %d Sen, %d Sen-Seq\n", m->n_ciphone, m->n_phone - m->n_ciphone, m->n_emit_state, m->n_ci_sen, m->n_sen, m->n_sseq); E_INFO_NOFN("\n"); } /* RAH 4.23.01, Need to step down the ->next list to see if there are any more things to free */ /* RAH 4.19.01, Attempt to free memory that was allocated within this module I have not verified that all the memory has been freed. I've taken only a reasonable effort for now. RAH 4.24.01 - verified that all memory is released. */ void mdef_free_recursive_lc(ph_lc_t * lc) { if (lc == NULL) return; if (lc->rclist) mdef_free_recursive_rc(lc->rclist); if (lc->next) mdef_free_recursive_lc(lc->next); ckd_free((void *) lc); } void mdef_free_recursive_rc(ph_rc_t * rc) { if (rc == NULL) return; if (rc->next) mdef_free_recursive_rc(rc->next); ckd_free((void *) rc); } /* RAH, Free memory that was allocated in mdef_init Rational purify shows that no leaks exist */ void mdef_free(mdef_t * m) { int i, j; if (m) { if (m->sen2cimap) ckd_free((void *) m->sen2cimap); if (m->cd2cisen) ckd_free((void *) m->cd2cisen); /* RAH, go down the ->next list and delete all the pieces */ for (i = 0; i < N_WORD_POSN; i++) for (j = 0; j < m->n_ciphone; j++) if (m->wpos_ci_lclist[i][j]) { mdef_free_recursive_lc(m->wpos_ci_lclist[i][j]->next); mdef_free_recursive_rc(m->wpos_ci_lclist[i][j]-> rclist); } for (i = 0; i < N_WORD_POSN; i++) for (j = 0; j < m->n_ciphone; j++) if (m->wpos_ci_lclist[i][j]) ckd_free((void *) m->wpos_ci_lclist[i][j]); if (m->wpos_ci_lclist) ckd_free_2d((void *) m->wpos_ci_lclist); if (m->sseq) ckd_free_2d((void *) m->sseq); /* Free phone context */ if (m->phone) ckd_free((void *) m->phone); if (m->ciphone_ht) hash_table_free(m->ciphone_ht); for (i = 0; i < m->n_ciphone; i++) { if (m->ciphone[i].name) ckd_free((void *) m->ciphone[i].name); } if (m->ciphone) ckd_free((void *) m->ciphone); ckd_free((void *) m); } } pocketsphinx-5prealpha/src/libpocketsphinx/kws_search.h0000664000175000017500000001062112560370306020700 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2013 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * kws_search.h -- Search structures for keyword spotting. */ #ifndef __KWS_SEARCH_H__ #define __KWS_SEARCH_H__ /* SphinxBase headers. */ #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "kws_detections.h" #include "hmm.h" /** * Segmentation "iterator" for KWS history. */ typedef struct kws_seg_s { ps_seg_t base; /**< Base structure. */ gnode_t *detection; /**< Keyword detection correspondent to segment. */ frame_idx_t last_frame; /**< Last frame to raise the detection */ } kws_seg_t; typedef struct kws_keyword_s { char* word; int32 threshold; hmm_t* hmms; int32 n_hmms; } kws_keyword_t; /** * Implementation of KWS search structure. */ typedef struct kws_search_s { ps_search_t base; hmm_context_t *hmmctx; /**< HMM context. */ kws_detections_t *detections; /**< Keyword spotting history */ kws_keyword_t* keyphrases; /**< Keyphrases to spot */ int n_keyphrases; /**< Keyphrases amount */ frame_idx_t frame; /**< Frame index */ int32 beam; int32 plp; /**< Phone loop probability */ int32 bestscore; /**< For beam pruning */ int32 def_threshold; /**< default threshold for p(hyp)/p(altern) ratio */ int32 delay; /**< Delay to wait for best detection score */ int32 n_pl; /**< Number of CI phones */ hmm_t *pl_hmms; /**< Phone loop hmms - hmms of CI phones */ } kws_search_t; /** * Create, initialize and return a search module. Gets keywords either * from keyphrase or from a keyphrase file. */ ps_search_t *kws_search_init(const char *name, const char *keyphrase, const char *keyfile, cmd_ln_t * config, acmod_t * acmod, dict_t * dict, dict2pid_t * d2p); /** * Deallocate search structure. */ void kws_search_free(ps_search_t * search); /** * Update KWS search module for new key phrase. */ int kws_search_reinit(ps_search_t * kwss, dict_t * dict, dict2pid_t * d2p); /** * Prepare the KWS search structure for beginning decoding of the next * utterance. */ int kws_search_start(ps_search_t * search); /** * Step one frame forward through the Viterbi search. */ int kws_search_step(ps_search_t * search, int frame_idx); /** * Windup and clean the KWS search structure after utterance. */ int kws_search_finish(ps_search_t * search); /** * Get hypothesis string from the KWS search. */ char const *kws_search_hyp(ps_search_t * search, int32 * out_score, int32 * out_is_final); /** * Get active keyphrases */ char* kws_search_get_keywords(ps_search_t * search); #endif /* __KWS_SEARCH_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/acmod.h0000664000175000017500000004042312504317100017624 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file acmod.h Acoustic model structures for PocketSphinx. * @author David Huggins-Daines */ #ifndef __ACMOD_H__ #define __ACMOD_H__ /* System headers. */ #include /* SphinxBase headers. */ #include #include #include #include #include #include #include /* Local headers. */ #include "ps_mllr.h" #include "bin_mdef.h" #include "tmat.h" #include "hmm.h" /** * States in utterance processing. */ typedef enum acmod_state_e { ACMOD_IDLE, /**< Not in an utterance. */ ACMOD_STARTED, /**< Utterance started, no data yet. */ ACMOD_PROCESSING, /**< Utterance in progress. */ ACMOD_ENDED /**< Utterance ended, still buffering. */ } acmod_state_t; /** * Dummy senone score value for unintentionally active states. */ #define SENSCR_DUMMY 0x7fff /** * Feature space linear transform structure. */ struct ps_mllr_s { int refcnt; /**< Reference count. */ int n_class; /**< Number of MLLR classes. */ int n_feat; /**< Number of feature streams. */ int *veclen; /**< Length of input vectors for each stream. */ float32 ****A; /**< Rotation part of mean transformations. */ float32 ***b; /**< Bias part of mean transformations. */ float32 ***h; /**< Diagonal transformation of variances. */ int32 *cb2mllr; /**< Mapping from codebooks to transformations. */ }; /** * Acoustic model parameter structure. */ typedef struct ps_mgau_s ps_mgau_t; typedef struct ps_mgaufuncs_s { char const *name; int (*frame_eval)(ps_mgau_t *mgau, int16 *senscr, uint8 *senone_active, int32 n_senone_active, mfcc_t ** feat, int32 frame, int32 compallsen); int (*transform)(ps_mgau_t *mgau, ps_mllr_t *mllr); void (*free)(ps_mgau_t *mgau); } ps_mgaufuncs_t; struct ps_mgau_s { ps_mgaufuncs_t *vt; /**< vtable of mgau functions. */ int frame_idx; /**< frame counter. */ }; #define ps_mgau_base(mg) ((ps_mgau_t *)(mg)) #define ps_mgau_frame_eval(mg,senscr,senone_active,n_senone_active,feat,frame,compallsen) \ (*ps_mgau_base(mg)->vt->frame_eval) \ (mg, senscr, senone_active, n_senone_active, feat, frame, compallsen) #define ps_mgau_transform(mg, mllr) \ (*ps_mgau_base(mg)->vt->transform)(mg, mllr) #define ps_mgau_free(mg) \ (*ps_mgau_base(mg)->vt->free)(mg) /** * Acoustic model structure. * * This object encapsulates all stages of acoustic processing, from * raw audio input to acoustic score output. The reason for grouping * all of these modules together is that they all have to "agree" in * their parameterizations, and the configuration of the acoustic and * dynamic feature computation is completely dependent on the * parameters used to build the original acoustic model (which should * by now always be specified in a feat.params file). * * Because there is not a one-to-one correspondence from blocks of * input audio or frames of input features to frames of acoustic * scores (due to dynamic feature calculation), results may not be * immediately available after input, and the output results will not * correspond to the last piece of data input. * * TODO: In addition, this structure serves the purpose of queueing * frames of features (and potentially also scores in the future) for * asynchronous passes of recognition operating in parallel. */ struct acmod_s { /* Global objects, not retained. */ cmd_ln_t *config; /**< Configuration. */ logmath_t *lmath; /**< Log-math computation. */ glist_t strings; /**< Temporary acoustic model filenames. */ /* Feature computation: */ fe_t *fe; /**< Acoustic feature computation. */ feat_t *fcb; /**< Dynamic feature computation. */ /* Model parameters: */ bin_mdef_t *mdef; /**< Model definition. */ tmat_t *tmat; /**< Transition matrices. */ ps_mgau_t *mgau; /**< Model parameters. */ ps_mllr_t *mllr; /**< Speaker transformation. */ /* Senone scoring: */ int16 *senone_scores; /**< GMM scores for current frame. */ bitvec_t *senone_active_vec; /**< Active GMMs in current frame. */ uint8 *senone_active; /**< Array of deltas to active GMMs. */ int senscr_frame; /**< Frame index for senone_scores. */ int n_senone_active; /**< Number of active GMMs. */ int log_zero; /**< Zero log-probability value. */ /* Utterance processing: */ mfcc_t **mfc_buf; /**< Temporary buffer of acoustic features. */ mfcc_t ***feat_buf; /**< Temporary buffer of dynamic features. */ FILE *rawfh; /**< File for writing raw audio data. */ FILE *mfcfh; /**< File for writing acoustic feature data. */ FILE *senfh; /**< File for writing senone score data. */ FILE *insenfh; /**< Input senone score file. */ long *framepos; /**< File positions of recent frames in senone file. */ /* Rawdata collected during decoding */ int16 *rawdata; int32 rawdata_size; int32 rawdata_pos; /* A whole bunch of flags and counters: */ uint8 state; /**< State of utterance processing. */ uint8 compallsen; /**< Compute all senones? */ uint8 grow_feat; /**< Whether to grow feat_buf. */ uint8 insen_swap; /**< Whether to swap input senone score. */ frame_idx_t utt_start_frame; /**< Index of the utterance start in the stream, all timings are relative to that. */ frame_idx_t output_frame; /**< Index of next frame of dynamic features. */ frame_idx_t n_mfc_alloc; /**< Number of frames allocated in mfc_buf */ frame_idx_t n_mfc_frame; /**< Number of frames active in mfc_buf */ frame_idx_t mfc_outidx; /**< Start of active frames in mfc_buf */ frame_idx_t n_feat_alloc; /**< Number of frames allocated in feat_buf */ frame_idx_t n_feat_frame; /**< Number of frames active in feat_buf */ frame_idx_t feat_outidx; /**< Start of active frames in feat_buf */ }; typedef struct acmod_s acmod_t; /** * Initialize an acoustic model. * * @param config a command-line object containing parameters. This * pointer is not retained by this object. * @param lmath global log-math parameters. * @param fe a previously-initialized acoustic feature module to use, * or NULL to create one automatically. If this is supplied * and its parameters do not match those in the acoustic * model, this function will fail. This pointer is not retained. * @param fe a previously-initialized dynamic feature module to use, * or NULL to create one automatically. If this is supplied * and its parameters do not match those in the acoustic * model, this function will fail. This pointer is not retained. * @return a newly initialized acmod_t, or NULL on failure. */ acmod_t *acmod_init(cmd_ln_t *config, logmath_t *lmath, fe_t *fe, feat_t *fcb); /** * Adapt acoustic model using a linear transform. * * @param mllr The new transform to use, or NULL to update the existing * transform. The decoder retains ownership of this pointer, * so you should not attempt to free it manually. Use * ps_mllr_retain() if you wish to reuse it * elsewhere. * @return The updated transform object for this decoder, or * NULL on failure. */ ps_mllr_t *acmod_update_mllr(acmod_t *acmod, ps_mllr_t *mllr); /** * Start logging senone scores to a filehandle. * * @param acmod Acoustic model object. * @param logfh Filehandle to log to. * @return 0 for success, <0 on error. */ int acmod_set_senfh(acmod_t *acmod, FILE *senfh); /** * Start logging MFCCs to a filehandle. * * @param acmod Acoustic model object. * @param logfh Filehandle to log to. * @return 0 for success, <0 on error. */ int acmod_set_mfcfh(acmod_t *acmod, FILE *logfh); /** * Start logging raw audio to a filehandle. * * @param acmod Acoustic model object. * @param logfh Filehandle to log to. * @return 0 for success, <0 on error. */ int acmod_set_rawfh(acmod_t *acmod, FILE *logfh); /** * Finalize an acoustic model. */ void acmod_free(acmod_t *acmod); /** * Mark the start of an utterance. */ int acmod_start_utt(acmod_t *acmod); /** * Mark the end of an utterance. */ int acmod_end_utt(acmod_t *acmod); /** * Rewind the current utterance, allowing it to be rescored. * * After calling this function, the internal frame index is reset, and * acmod_score() will return scores starting at the first frame of the * current utterance. Currently, acmod_set_grow() must have been * called to enable growing the feature buffer in order for this to * work. In the future, senone scores may be cached instead. * * @return 0 for success, <0 for failure (if the utterance can't be * rewound due to no feature or score data available) */ int acmod_rewind(acmod_t *acmod); /** * Advance the frame index. * * This function moves to the next frame of input data. Subsequent * calls to acmod_score() will return scores for that frame, until the * next call to acmod_advance(). * * @return New frame index. */ int acmod_advance(acmod_t *acmod); /** * Set memory allocation policy for utterance processing. * * @param grow_feat If non-zero, the internal dynamic feature buffer * will expand as necessary to encompass any amount of data fed to the * model. * @return previous allocation policy. */ int acmod_set_grow(acmod_t *acmod, int grow_feat); /** * TODO: Set queue length for utterance processing. * * This function allows multiple concurrent passes of search to * operate on different parts of the utterance. */ /** * Feed raw audio data to the acoustic model for scoring. * * @param inout_raw In: Pointer to buffer of raw samples * Out: Pointer to next sample to be read * @param inout_n_samps In: Number of samples available * Out: Number of samples remaining * @param full_utt If non-zero, this block represents a full * utterance and should be processed as such. * @return Number of frames of data processed. */ int acmod_process_raw(acmod_t *acmod, int16 const **inout_raw, size_t *inout_n_samps, int full_utt); /** * Feed acoustic feature data into the acoustic model for scoring. * * @param inout_cep In: Pointer to buffer of features * Out: Pointer to next frame to be read * @param inout_n_frames In: Number of frames available * Out: Number of frames remaining * @param full_utt If non-zero, this block represents a full * utterance and should be processed as such. * @return Number of frames of data processed. */ int acmod_process_cep(acmod_t *acmod, mfcc_t ***inout_cep, int *inout_n_frames, int full_utt); /** * Feed dynamic feature data into the acoustic model for scoring. * * Unlike acmod_process_raw() and acmod_process_cep(), this function * accepts a single frame at a time. This is because there is no need * to do buffering when using dynamic features as input. However, if * the dynamic feature buffer is full, this function will fail, so you * should either always check the return value, or always pair a call * to it with a call to acmod_score(). * * @param feat Pointer to one frame of dynamic features. * @return Number of frames processed (either 0 or 1). */ int acmod_process_feat(acmod_t *acmod, mfcc_t **feat); /** * Set up a senone score dump file for input. * * @param insenfh File handle of dump file * @return 0 for success, <0 for failure */ int acmod_set_insenfh(acmod_t *acmod, FILE *insenfh); /** * Read one frame of scores from senone score dump file. * * @return Number of frames read or <0 on error. */ int acmod_read_scores(acmod_t *acmod); /** * Get a frame of dynamic feature data. * * @param inout_frame_idx Input: frame index to get, or NULL * to obtain features for the most recent frame. * Output: frame index corresponding to this * set of features. * @return Feature array, or NULL if requested frame is not available. */ mfcc_t **acmod_get_frame(acmod_t *acmod, int *inout_frame_idx); /** * Score one frame of data. * * @param inout_frame_idx Input: frame index to score, or NULL * to obtain scores for the most recent frame. * Output: frame index corresponding to this * set of scores. * @return Array of senone scores for this frame, or NULL if no frame * is available for scoring (such as if a frame index is * requested that is not yet or no longer available). The * data pointed to persists only until the next call to * acmod_score() or acmod_advance(). */ int16 const *acmod_score(acmod_t *acmod, int *inout_frame_idx); /** * Write senone dump file header. */ int acmod_write_senfh_header(acmod_t *acmod, FILE *logfh); /** * Write a frame of senone scores to a dump file. */ int acmod_write_scores(acmod_t *acmod, int n_active, uint8 const *active, int16 const *senscr, FILE *senfh); /** * Get best score and senone index for current frame. */ int acmod_best_score(acmod_t *acmod, int *out_best_senid); /** * Clear set of active senones. */ void acmod_clear_active(acmod_t *acmod); /** * Activate senones associated with an HMM. */ void acmod_activate_hmm(acmod_t *acmod, hmm_t *hmm); /** * Activate a single senone. */ #define acmod_activate_sen(acmod, sen) bitvec_set((acmod)->senone_active_vec, sen) /** * Build active list from */ int32 acmod_flags2list(acmod_t *acmod); /** * Get the offset of the utterance start of the current stream, helpful for stream-wide timing. */ int32 acmod_stream_offset(acmod_t *acmod); /** * Reset the current stream */ void acmod_start_stream(acmod_t *acmod); /** * Sets the limit of the raw audio data to store */ void acmod_set_rawdata_size(acmod_t *acmod, int32 size); /** * Retrieves the raw data collected during utterance decoding */ void acmod_get_rawdata(acmod_t *acmod, int16 **buffer, int32 *size); #endif /* __ACMOD_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/ps_alignment.c0000664000175000017500000003404612504317656021240 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ps_alignment.c Multi-level alignment structure */ /* System headers. */ /* SphinxBase headers. */ #include /* Local headers. */ #include "ps_alignment.h" ps_alignment_t * ps_alignment_init(dict2pid_t *d2p) { ps_alignment_t *al = ckd_calloc(1, sizeof(*al)); al->d2p = dict2pid_retain(d2p); return al; } int ps_alignment_free(ps_alignment_t *al) { if (al == NULL) return 0; dict2pid_free(al->d2p); ckd_free(al->word.seq); ckd_free(al->sseq.seq); ckd_free(al->state.seq); ckd_free(al); return 0; } #define VECTOR_GROW 10 static void * vector_grow_one(void *ptr, uint16 *n_alloc, uint16 *n, size_t item_size) { int newsize = *n + 1; if (newsize < *n_alloc) { *n += 1; return ptr; } newsize += VECTOR_GROW; if (newsize > 0xffff) return NULL; ptr = ckd_realloc(ptr, newsize * item_size); *n += 1; *n_alloc = newsize; return ptr; } static ps_alignment_entry_t * ps_alignment_vector_grow_one(ps_alignment_vector_t *vec) { void *ptr; ptr = vector_grow_one(vec->seq, &vec->n_alloc, &vec->n_ent, sizeof(*vec->seq)); if (ptr == NULL) return NULL; vec->seq = ptr; return vec->seq + vec->n_ent - 1; } static void ps_alignment_vector_empty(ps_alignment_vector_t *vec) { vec->n_ent = 0; } int ps_alignment_add_word(ps_alignment_t *al, int32 wid, int duration) { ps_alignment_entry_t *ent; if ((ent = ps_alignment_vector_grow_one(&al->word)) == NULL) return 0; ent->id.wid = wid; if (al->word.n_ent > 1) ent->start = ent[-1].start + ent[-1].duration; else ent->start = 0; ent->duration = duration; ent->score = 0; ent->parent = PS_ALIGNMENT_NONE; ent->child = PS_ALIGNMENT_NONE; return al->word.n_ent; } int ps_alignment_populate(ps_alignment_t *al) { dict2pid_t *d2p; dict_t *dict; bin_mdef_t *mdef; int i, lc; /* Clear phone and state sequences. */ ps_alignment_vector_empty(&al->sseq); ps_alignment_vector_empty(&al->state); /* For each word, expand to phones/senone sequences. */ d2p = al->d2p; dict = d2p->dict; mdef = d2p->mdef; lc = bin_mdef_silphone(mdef); for (i = 0; i < al->word.n_ent; ++i) { ps_alignment_entry_t *went = al->word.seq + i; ps_alignment_entry_t *sent; int wid = went->id.wid; int len = dict_pronlen(dict, wid); int j, rc; if (i < al->word.n_ent - 1) rc = dict_first_phone(dict, al->word.seq[i+1].id.wid); else rc = bin_mdef_silphone(mdef); /* First phone. */ if ((sent = ps_alignment_vector_grow_one(&al->sseq)) == NULL) { E_ERROR("Failed to add phone entry!\n"); return -1; } sent->id.pid.cipid = dict_first_phone(dict, wid); sent->id.pid.tmatid = bin_mdef_pid2tmatid(mdef, sent->id.pid.cipid); sent->start = went->start; sent->duration = went->duration; sent->score = 0; sent->parent = i; went->child = (uint16)(sent - al->sseq.seq); if (len == 1) sent->id.pid.ssid = dict2pid_lrdiph_rc(d2p, sent->id.pid.cipid, lc, rc); else sent->id.pid.ssid = dict2pid_ldiph_lc(d2p, sent->id.pid.cipid, dict_second_phone(dict, wid), lc); assert(sent->id.pid.ssid != BAD_SSID); /* Internal phones. */ for (j = 1; j < len - 1; ++j) { if ((sent = ps_alignment_vector_grow_one(&al->sseq)) == NULL) { E_ERROR("Failed to add phone entry!\n"); return -1; } sent->id.pid.cipid = dict_pron(dict, wid, j); sent->id.pid.tmatid = bin_mdef_pid2tmatid(mdef, sent->id.pid.cipid); sent->id.pid.ssid = dict2pid_internal(d2p, wid, j); assert(sent->id.pid.ssid != BAD_SSID); sent->start = went->start; sent->duration = went->duration; sent->score = 0; sent->parent = i; } /* Last phone. */ if (j < len) { xwdssid_t *rssid; assert(j == len - 1); if ((sent = ps_alignment_vector_grow_one(&al->sseq)) == NULL) { E_ERROR("Failed to add phone entry!\n"); return -1; } sent->id.pid.cipid = dict_last_phone(dict, wid); sent->id.pid.tmatid = bin_mdef_pid2tmatid(mdef, sent->id.pid.cipid); rssid = dict2pid_rssid(d2p, sent->id.pid.cipid, dict_second_last_phone(dict, wid)); sent->id.pid.ssid = rssid->ssid[rssid->cimap[rc]]; assert(sent->id.pid.ssid != BAD_SSID); sent->start = went->start; sent->duration = went->duration; sent->score = 0; sent->parent = i; } /* Update lc. Could just use sent->id.pid.cipid here but that * seems needlessly obscure. */ lc = dict_last_phone(dict, wid); } /* For each senone sequence, expand to senones. (we could do this * nested above but this makes it more clear and easier to * refactor) */ for (i = 0; i < al->sseq.n_ent; ++i) { ps_alignment_entry_t *pent = al->sseq.seq + i; ps_alignment_entry_t *sent; int j; for (j = 0; j < bin_mdef_n_emit_state(mdef); ++j) { if ((sent = ps_alignment_vector_grow_one(&al->state)) == NULL) { E_ERROR("Failed to add state entry!\n"); return -1; } sent->id.senid = bin_mdef_sseq2sen(mdef, pent->id.pid.ssid, j); assert(sent->id.senid != BAD_SENID); sent->start = pent->start; sent->duration = pent->duration; sent->score = 0; sent->parent = i; if (j == 0) pent->child = (uint16)(sent - al->state.seq); } } return 0; } /* FIXME: Somewhat the same as the above function, needs refactoring */ int ps_alignment_populate_ci(ps_alignment_t *al) { dict2pid_t *d2p; dict_t *dict; bin_mdef_t *mdef; int i; /* Clear phone and state sequences. */ ps_alignment_vector_empty(&al->sseq); ps_alignment_vector_empty(&al->state); /* For each word, expand to phones/senone sequences. */ d2p = al->d2p; dict = d2p->dict; mdef = d2p->mdef; for (i = 0; i < al->word.n_ent; ++i) { ps_alignment_entry_t *went = al->word.seq + i; ps_alignment_entry_t *sent; int wid = went->id.wid; int len = dict_pronlen(dict, wid); int j; for (j = 0; j < len; ++j) { if ((sent = ps_alignment_vector_grow_one(&al->sseq)) == NULL) { E_ERROR("Failed to add phone entry!\n"); return -1; } sent->id.pid.cipid = dict_pron(dict, wid, j); sent->id.pid.tmatid = bin_mdef_pid2tmatid(mdef, sent->id.pid.cipid); sent->id.pid.ssid = bin_mdef_pid2ssid(mdef, sent->id.pid.cipid); assert(sent->id.pid.ssid != BAD_SSID); sent->start = went->start; sent->duration = went->duration; sent->score = 0; sent->parent = i; } } /* For each senone sequence, expand to senones. (we could do this * nested above but this makes it more clear and easier to * refactor) */ for (i = 0; i < al->sseq.n_ent; ++i) { ps_alignment_entry_t *pent = al->sseq.seq + i; ps_alignment_entry_t *sent; int j; for (j = 0; j < bin_mdef_n_emit_state(mdef); ++j) { if ((sent = ps_alignment_vector_grow_one(&al->state)) == NULL) { E_ERROR("Failed to add state entry!\n"); return -1; } sent->id.senid = bin_mdef_sseq2sen(mdef, pent->id.pid.ssid, j); assert(sent->id.senid != BAD_SENID); sent->start = pent->start; sent->duration = pent->duration; sent->score = 0; sent->parent = i; if (j == 0) pent->child = (uint16)(sent - al->state.seq); } } return 0; } int ps_alignment_propagate(ps_alignment_t *al) { ps_alignment_entry_t *last_ent = NULL; int i; /* Propagate duration up from states to phones. */ for (i = 0; i < al->state.n_ent; ++i) { ps_alignment_entry_t *sent = al->state.seq + i; ps_alignment_entry_t *pent = al->sseq.seq + sent->parent; if (pent != last_ent) { pent->start = sent->start; pent->duration = 0; pent->score = 0; } pent->duration += sent->duration; pent->score += sent->score; last_ent = pent; } /* Propagate duration up from phones to words. */ last_ent = NULL; for (i = 0; i < al->sseq.n_ent; ++i) { ps_alignment_entry_t *pent = al->sseq.seq + i; ps_alignment_entry_t *went = al->word.seq + pent->parent; if (went != last_ent) { went->start = pent->start; went->duration = 0; went->score = 0; } went->duration += pent->duration; went->score += pent->score; last_ent = went; } return 0; } int ps_alignment_n_words(ps_alignment_t *al) { return (int)al->word.n_ent; } int ps_alignment_n_phones(ps_alignment_t *al) { return (int)al->sseq.n_ent; } int ps_alignment_n_states(ps_alignment_t *al) { return (int)al->state.n_ent; } ps_alignment_iter_t * ps_alignment_words(ps_alignment_t *al) { ps_alignment_iter_t *itor; if (al->word.n_ent == 0) return NULL; itor = ckd_calloc(1, sizeof(*itor)); itor->al = al; itor->vec = &al->word; itor->pos = 0; return itor; } ps_alignment_iter_t * ps_alignment_phones(ps_alignment_t *al) { ps_alignment_iter_t *itor; if (al->sseq.n_ent == 0) return NULL; itor = ckd_calloc(1, sizeof(*itor)); itor->al = al; itor->vec = &al->sseq; itor->pos = 0; return itor; } ps_alignment_iter_t * ps_alignment_states(ps_alignment_t *al) { ps_alignment_iter_t *itor; if (al->state.n_ent == 0) return NULL; itor = ckd_calloc(1, sizeof(*itor)); itor->al = al; itor->vec = &al->state; itor->pos = 0; return itor; } ps_alignment_entry_t * ps_alignment_iter_get(ps_alignment_iter_t *itor) { return itor->vec->seq + itor->pos; } int ps_alignment_iter_free(ps_alignment_iter_t *itor) { ckd_free(itor); return 0; } ps_alignment_iter_t * ps_alignment_iter_goto(ps_alignment_iter_t *itor, int pos) { if (itor == NULL) return NULL; if (pos >= itor->vec->n_ent) { ps_alignment_iter_free(itor); return NULL; } itor->pos = pos; return itor; } ps_alignment_iter_t * ps_alignment_iter_next(ps_alignment_iter_t *itor) { if (itor == NULL) return NULL; if (++itor->pos >= itor->vec->n_ent) { ps_alignment_iter_free(itor); return NULL; } return itor; } ps_alignment_iter_t * ps_alignment_iter_prev(ps_alignment_iter_t *itor) { if (itor == NULL) return NULL; if (--itor->pos < 0) { ps_alignment_iter_free(itor); return NULL; } return itor; } ps_alignment_iter_t * ps_alignment_iter_up(ps_alignment_iter_t *itor) { ps_alignment_iter_t *itor2; if (itor == NULL) return NULL; if (itor->vec == &itor->al->word) return NULL; if (itor->vec->seq[itor->pos].parent == PS_ALIGNMENT_NONE) return NULL; itor2 = ckd_calloc(1, sizeof(*itor2)); itor2->al = itor->al; itor2->pos = itor->vec->seq[itor->pos].parent; if (itor->vec == &itor->al->sseq) itor2->vec = &itor->al->word; else itor2->vec = &itor->al->sseq; return itor2; } ps_alignment_iter_t * ps_alignment_iter_down(ps_alignment_iter_t *itor) { ps_alignment_iter_t *itor2; if (itor == NULL) return NULL; if (itor->vec == &itor->al->state) return NULL; if (itor->vec->seq[itor->pos].child == PS_ALIGNMENT_NONE) return NULL; itor2 = ckd_calloc(1, sizeof(*itor2)); itor2->al = itor->al; itor2->pos = itor->vec->seq[itor->pos].child; if (itor->vec == &itor->al->word) itor2->vec = &itor->al->sseq; else itor2->vec = &itor->al->state; return itor2; } pocketsphinx-5prealpha/src/libpocketsphinx/state_align_search.h0000664000175000017500000000643712520771215022400 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file state_align_search.h State (and phone and word) alignment search. */ #ifndef __STATE_ALIGN_SEARCH_H__ #define __STATE_ALIGN_SEARCH_H__ /* SphinxBase headers. */ #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "ps_alignment.h" #include "hmm.h" /** * History structure */ struct state_align_hist_s { uint16 id; int32 score; }; typedef struct state_align_hist_s state_align_hist_t; /** * Phone loop search structure. */ struct state_align_search_s { ps_search_t base; /**< Base search structure. */ hmm_context_t *hmmctx; /**< HMM context structure. */ ps_alignment_t *al; /**< Alignment structure being operated on. */ hmm_t *hmms; /**< Vector of HMMs corresponding to phone level. */ int n_phones; /**< Number of HMMs (phones). */ int frame; /**< Current frame being processed. */ int32 best_score; /**< Best score in current frame. */ int n_emit_state; /**< Number of emitting states (tokens per frame) */ state_align_hist_t *tokens; /**< Tokens (backpointers) for state alignment. */ int n_fr_alloc; /**< Number of frames of tokens allocated. */ }; typedef struct state_align_search_s state_align_search_t; ps_search_t *state_align_search_init(const char *name, cmd_ln_t *config, acmod_t *acmod, ps_alignment_t *al); #endif /* __STATE_ALIGN_SEARCH_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/hmm.h0000664000175000017500000002433212504317100017323 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file hmm.h Hidden Markov Model base structures. */ #ifndef __HMM_H__ #define __HMM_H__ /* System headers. */ #include /* SphinxBase headers. */ #include #include /* PocketSphinx headers. */ #include "bin_mdef.h" #ifdef __cplusplus extern "C" { #endif /** * Type for frame index values. Used in HMM indexes and * backpointers and affects memory required.Due to limitations of FSG * search implementation this value needs to be signed. */ typedef int32 frame_idx_t; /** * Maximum number of frames in index, should be in sync with above. */ #define MAX_N_FRAMES MAX_INT32 /** Shift count for senone scores. */ #define SENSCR_SHIFT 10 /** * Large "bad" score. * * This number must be "bad" enough so that 4 times WORST_SCORE will * not overflow. The reason for this is that the search doesn't check * the scores in a model before evaluating the model and it may * require as many was 4 plies before the new 'good' score can wipe * out the initial WORST_SCORE initialization. */ #define WORST_SCORE ((int)0xE0000000) /** * Watch out, though! Transition matrix entries that are supposed to * be "zero" don't actually get that small due to quantization. */ #define TMAT_WORST_SCORE (-255) /** * Is one score better than another? */ #define BETTER_THAN > /** * Is one score worse than another? */ #define WORSE_THAN < /** \file hmm.h * \brief HMM data structure and operation * * For efficiency, this version is hardwired for two possible HMM * topologies, but will fall back to others: * * 5-state left-to-right HMMs: (0 is the *emitting* entry state and E * is a non-emitting exit state; the x's indicate allowed transitions * between source and destination states): * * 
 *               0   1   2   3   4   E (destination-states)
 *           0   x   x   x
 *           1       x   x   x
 *           2           x   x   x
 *           3               x   x   x
 *           4                   x   x
 *    (source-states)
 *
* * 5-state topologies that contain a subset of the above transitions should work as well. * * 3-state left-to-right HMMs (similar notation as the 5-state topology above): * * 
 *               0   1   2   E (destination-states)
 *           0   x   x   x
 *           1       x   x   x
 *           2           x   x 
 *    (source-states)
 *
* * 3-state topologies that contain a subset of the above transitions should work as well. */ /** * @struct hmm_context_t * @brief Shared information between a set of HMMs. * * We assume that the initial state is emitting and that the * transition matrix is n_emit_state x (n_emit_state+1), where the * extra destination dimension correponds to the non-emitting final or * exit state. */ typedef struct hmm_context_s { int32 n_emit_state; /**< Number of emitting states in this set of HMMs. */ uint8 ** const *tp; /**< State transition scores tp[id][from][to] (logs3 values). */ int16 const *senscore; /**< State emission scores senscore[senid] (negated scaled logs3 values). */ uint16 * const *sseq; /**< Senone sequence mapping. */ int32 *st_sen_scr; /**< Temporary array of senone scores (for some topologies). */ listelem_alloc_t *mpx_ssid_alloc; /**< Allocator for senone sequence ID arrays. */ void *udata; /**< Whatever you feel like, gosh. */ } hmm_context_t; /** * Hard-coded limit on the number of emitting states. */ #define HMM_MAX_NSTATE 5 /** * @struct hmm_t * @brief An individual HMM among the HMM search space. * * An individual HMM among the HMM search space. An HMM with N * emitting states consists of N+1 internal states including the * non-emitting exit (out) state. */ typedef struct hmm_s { hmm_context_t *ctx; /**< Shared context data for this HMM. */ int32 score[HMM_MAX_NSTATE]; /**< State scores for emitting states. */ int32 history[HMM_MAX_NSTATE]; /**< History indices for emitting states. */ int32 out_score; /**< Score for non-emitting exit state. */ int32 out_history; /**< History index for non-emitting exit state. */ uint16 ssid; /**< Senone sequence ID (for non-MPX) */ uint16 senid[HMM_MAX_NSTATE]; /**< Senone IDs (non-MPX) or sequence IDs (MPX) */ int32 bestscore; /**< Best [emitting] state score in current frame (for pruning). */ int16 tmatid; /**< Transition matrix ID (see hmm_context_t). */ frame_idx_t frame; /**< Frame in which this HMM was last active; <0 if inactive */ uint8 mpx; /**< Is this HMM multiplex? (hoisted for speed) */ uint8 n_emit_state; /**< Number of emitting states (hoisted for speed) */ } hmm_t; /** Access macros. */ #define hmm_context(h) (h)->ctx #define hmm_is_mpx(h) (h)->mpx #define hmm_in_score(h) (h)->score[0] #define hmm_score(h,st) (h)->score[st] #define hmm_out_score(h) (h)->out_score #define hmm_in_history(h) (h)->history[0] #define hmm_history(h,st) (h)->history[st] #define hmm_out_history(h) (h)->out_history #define hmm_bestscore(h) (h)->bestscore #define hmm_frame(h) (h)->frame #define hmm_mpx_ssid(h,st) (h)->senid[st] #define hmm_nonmpx_ssid(h) (h)->ssid #define hmm_ssid(h,st) (hmm_is_mpx(h) \ ? hmm_mpx_ssid(h,st) : hmm_nonmpx_ssid(h)) #define hmm_mpx_senid(h,st) (hmm_mpx_ssid(h,st) == BAD_SENID \ ? BAD_SENID : (h)->ctx->sseq[hmm_mpx_ssid(h,st)][st]) #define hmm_nonmpx_senid(h,st) ((h)->senid[st]) #define hmm_senid(h,st) (hmm_is_mpx(h) \ ? hmm_mpx_senid(h,st) : hmm_nonmpx_senid(h,st)) #define hmm_senscr(h,st) (hmm_senid(h,st) == BAD_SENID \ ? WORST_SCORE \ : -(h)->ctx->senscore[hmm_senid(h,st)]) #define hmm_tmatid(h) (h)->tmatid #define hmm_tprob(h,i,j) (-(h)->ctx->tp[hmm_tmatid(h)][i][j]) #define hmm_n_emit_state(h) ((h)->n_emit_state) #define hmm_n_state(h) ((h)->n_emit_state + 1) /** * Create an HMM context. **/ hmm_context_t *hmm_context_init(int32 n_emit_state, uint8 ** const *tp, int16 const *senscore, uint16 * const *sseq); /** * Change the senone score array for a context. **/ #define hmm_context_set_senscore(ctx, senscr) ((ctx)->senscore = (senscr)) /** * Free an HMM context. * * @note The transition matrices, senone scores, and senone sequence * mapping are all assumed to be allocated externally, and will NOT be * freed by this function. **/ void hmm_context_free(hmm_context_t *ctx); /** * Populate a previously-allocated HMM structure, allocating internal data. **/ void hmm_init(hmm_context_t *ctx, hmm_t *hmm, int mpx, int ssid, int tmatid); /** * Free an HMM structure, releasing internal data (but not the HMM structure itself). */ void hmm_deinit(hmm_t *hmm); /** * Reset the states of the HMM to the invalid condition. * i.e., scores to WORST_SCORE and hist to undefined. */ void hmm_clear(hmm_t *h); /** * Reset the scores of the HMM. */ void hmm_clear_scores(hmm_t *h); /** * Renormalize the scores in this HMM based on the given best score. */ void hmm_normalize(hmm_t *h, int32 bestscr); /** * Enter an HMM with the given path score and history ID. **/ void hmm_enter(hmm_t *h, int32 score, int32 histid, int frame); /** * Viterbi evaluation of given HMM. * * @note If this module were being used for tracking state * segmentations, the dummy, non-emitting exit state would have to be * updated separately. In the Viterbi DP diagram, transitions to the * exit state occur from the current time; they are vertical * transitions. Hence they should be made only after the history has * been logged for the emitting states. But we're not bothered with * state segmentations, for now. So, we update the exit state as * well. */ int32 hmm_vit_eval(hmm_t *hmm); /** * Like hmm_vit_eval, but dump HMM state and relevant senscr to fp first, for debugging;. */ int32 hmm_dump_vit_eval(hmm_t *hmm, /**< In/Out: HMM being updated */ FILE *fp /**< An output file pointer */ ); /** * For debugging, dump the whole HMM out. */ void hmm_dump(hmm_t *h, /**< In/Out: HMM being updated */ FILE *fp /**< An output file pointer */ ); #ifdef __cplusplus } #endif #endif /* __HMM_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/ms_mgau.c0000664000175000017500000002111512504317100020161 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * ms_mgau.c -- Essentially a wrapper that wrap up gauden and * senone. It supports multi-stream. * * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1997 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * HISTORY * $Log$ * Revision 1.2 2006/02/22 16:56:01 arthchan2003 * Merged from SPHINX3_5_2_RCI_IRII_BRANCH: Added ms_mgau.[ch] into the trunk. It is a wrapper of ms_gauden and ms_senone * * Revision 1.1.2.4 2005/09/25 18:55:19 arthchan2003 * Added a flag to turn on and off precomputation. * * Revision 1.1.2.3 2005/08/03 18:53:44 dhdfu * Add memory deallocation functions. Also move all the initialization * of ms_mgau_model_t into ms_mgau_init (duh!), which entails removing it * from decode_anytopo and friends. * * Revision 1.1.2.2 2005/08/02 21:05:38 arthchan2003 * 1, Added dist and mgau_active as intermediate variable for computation. 2, Added ms_cont_mgau_frame_eval, which is a multi stream version of GMM computation mainly s3.0 family of tools. 3, Fixed dox-doc. * * Revision 1.1.2.1 2005/07/20 19:37:09 arthchan2003 * Added a multi-stream cont_mgau (ms_mgau) which is a wrapper of both gauden and senone. Add ms_mgau_init and model_set_mllr. This allow eliminating 600 lines of code in decode_anytopo/align/allphone. * * * */ /* Local headers. */ #include "ms_mgau.h" static ps_mgaufuncs_t ms_mgau_funcs = { "ms", ms_cont_mgau_frame_eval, /* frame_eval */ ms_mgau_mllr_transform, /* transform */ ms_mgau_free /* free */ }; ps_mgau_t * ms_mgau_init(acmod_t *acmod, logmath_t *lmath, bin_mdef_t *mdef) { /* Codebooks */ ms_mgau_model_t *msg; ps_mgau_t *mg; gauden_t *g; senone_t *s; cmd_ln_t *config; int i; config = acmod->config; msg = (ms_mgau_model_t *) ckd_calloc(1, sizeof(ms_mgau_model_t)); msg->config = config; msg->g = NULL; msg->s = NULL; g = msg->g = gauden_init(cmd_ln_str_r(config, "-mean"), cmd_ln_str_r(config, "-var"), cmd_ln_float32_r(config, "-varfloor"), lmath); /* Verify n_feat and veclen, against acmod. */ if (g->n_feat != feat_dimension1(acmod->fcb)) { E_ERROR("Number of streams does not match: %d != %d\n", g->n_feat, feat_dimension1(acmod->fcb)); goto error_out; } for (i = 0; i < g->n_feat; ++i) { if (g->featlen[i] != feat_dimension2(acmod->fcb, i)) { E_ERROR("Dimension of stream %d does not match: %d != %d\n", i, g->featlen[i], feat_dimension2(acmod->fcb, i)); goto error_out; } } s = msg->s = senone_init(msg->g, cmd_ln_str_r(config, "-mixw"), cmd_ln_str_r(config, "-senmgau"), cmd_ln_float32_r(config, "-mixwfloor"), lmath, mdef); s->aw = cmd_ln_int32_r(config, "-aw"); /* Verify senone parameters against gauden parameters */ if (s->n_feat != g->n_feat) E_FATAL("#Feature mismatch: gauden= %d, senone= %d\n", g->n_feat, s->n_feat); if (s->n_cw != g->n_density) E_FATAL("#Densities mismatch: gauden= %d, senone= %d\n", g->n_density, s->n_cw); if (s->n_gauden > g->n_mgau) E_FATAL("Senones need more codebooks (%d) than present (%d)\n", s->n_gauden, g->n_mgau); if (s->n_gauden < g->n_mgau) E_ERROR("Senones use fewer codebooks (%d) than present (%d)\n", s->n_gauden, g->n_mgau); msg->topn = cmd_ln_int32_r(config, "-topn"); E_INFO("The value of topn: %d\n", msg->topn); if (msg->topn == 0 || msg->topn > msg->g->n_density) { E_WARN ("-topn argument (%d) invalid or > #density codewords (%d); set to latter\n", msg->topn, msg->g->n_density); msg->topn = msg->g->n_density; } msg->dist = (gauden_dist_t ***) ckd_calloc_3d(g->n_mgau, g->n_feat, msg->topn, sizeof(gauden_dist_t)); msg->mgau_active = ckd_calloc(g->n_mgau, sizeof(int8)); mg = (ps_mgau_t *)msg; mg->vt = &ms_mgau_funcs; return mg; error_out: ms_mgau_free(ps_mgau_base(msg)); return NULL; } void ms_mgau_free(ps_mgau_t * mg) { ms_mgau_model_t *msg = (ms_mgau_model_t *)mg; if (msg == NULL) return; if (msg->g) gauden_free(msg->g); if (msg->s) senone_free(msg->s); if (msg->dist) ckd_free_3d((void *) msg->dist); if (msg->mgau_active) ckd_free(msg->mgau_active); ckd_free(msg); } int ms_mgau_mllr_transform(ps_mgau_t *s, ps_mllr_t *mllr) { ms_mgau_model_t *msg = (ms_mgau_model_t *)s; return gauden_mllr_transform(msg->g, mllr, msg->config); } int32 ms_cont_mgau_frame_eval(ps_mgau_t * mg, int16 *senscr, uint8 *senone_active, int32 n_senone_active, mfcc_t ** feat, int32 frame, int32 compallsen) { ms_mgau_model_t *msg = (ms_mgau_model_t *)mg; int32 gid; int32 topn; int32 best; gauden_t *g; senone_t *sen; topn = ms_mgau_topn(msg); g = ms_mgau_gauden(msg); sen = ms_mgau_senone(msg); if (compallsen) { int32 s; for (gid = 0; gid < g->n_mgau; gid++) gauden_dist(g, gid, topn, feat, msg->dist[gid]); best = (int32) 0x7fffffff; for (s = 0; s < sen->n_sen; s++) { senscr[s] = senone_eval(sen, s, msg->dist[sen->mgau[s]], topn); if (best > senscr[s]) { best = senscr[s]; } } /* Normalize senone scores */ for (s = 0; s < sen->n_sen; s++) { int32 bs = senscr[s] - best; if (bs > 32767) bs = 32767; if (bs < -32768) bs = -32768; senscr[s] = bs; } } else { int32 i, n; /* Flag all active mixture-gaussian codebooks */ for (gid = 0; gid < g->n_mgau; gid++) msg->mgau_active[gid] = 0; n = 0; for (i = 0; i < n_senone_active; i++) { /* senone_active consists of deltas. */ int32 s = senone_active[i] + n; msg->mgau_active[sen->mgau[s]] = 1; n = s; } /* Compute topn gaussian density values (for active codebooks) */ for (gid = 0; gid < g->n_mgau; gid++) { if (msg->mgau_active[gid]) gauden_dist(g, gid, topn, feat, msg->dist[gid]); } best = (int32) 0x7fffffff; n = 0; for (i = 0; i < n_senone_active; i++) { int32 s = senone_active[i] + n; senscr[s] = senone_eval(sen, s, msg->dist[sen->mgau[s]], topn); if (best > senscr[s]) { best = senscr[s]; } n = s; } /* Normalize senone scores */ n = 0; for (i = 0; i < n_senone_active; i++) { int32 s = senone_active[i] + n; int32 bs = senscr[s] - best; if (bs > 32767) bs = 32767; if (bs < -32768) bs = -32768; senscr[s] = bs; n = s; } } return 0; } pocketsphinx-5prealpha/src/libpocketsphinx/fsg_search.c0000664000175000017500000013705012520771215020654 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * fsg_search.c -- Search structures for FSM decoding. * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 2004 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * * 18-Feb-2004 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon * Started. */ /* System headers. */ #include #include #include /* SphinxBase headers. */ #include #include #include #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "ps_lattice_internal.h" #include "fsg_search_internal.h" #include "fsg_history.h" #include "fsg_lextree.h" /* Turn this on for detailed debugging dump */ #define __FSG_DBG__ 0 #define __FSG_DBG_CHAN__ 0 static ps_seg_t *fsg_search_seg_iter(ps_search_t *search, int32 *out_score); static ps_lattice_t *fsg_search_lattice(ps_search_t *search); static int fsg_search_prob(ps_search_t *search); static ps_searchfuncs_t fsg_funcs = { /* start: */ fsg_search_start, /* step: */ fsg_search_step, /* finish: */ fsg_search_finish, /* reinit: */ fsg_search_reinit, /* free: */ fsg_search_free, /* lattice: */ fsg_search_lattice, /* hyp: */ fsg_search_hyp, /* prob: */ fsg_search_prob, /* seg_iter: */ fsg_search_seg_iter, }; static int fsg_search_add_silences(fsg_search_t *fsgs, fsg_model_t *fsg) { dict_t *dict; int32 wid; int n_sil; dict = ps_search_dict(fsgs); /* * NOTE: Unlike N-Gram search, we do not use explicit start and * end symbols. This is because the start and end nodes are * defined in the grammar. We do add silence/filler self-loops to * all states in order to allow for silence between words and at * the beginning and end of utterances. * * This has some implications for word graph generation, namely, * that there can (and usually will) be multiple start and end * states in the word graph. We therefore do add explicit start * and end nodes to the graph. */ /* Add silence self-loops to all states. */ fsg_model_add_silence(fsg, "", -1, cmd_ln_float32_r(ps_search_config(fsgs), "-silprob")); n_sil = 0; /* Add self-loops for all other fillers. */ for (wid = dict_filler_start(dict); wid < dict_filler_end(dict); ++wid) { char const *word = dict_wordstr(dict, wid); if (wid == dict_startwid(dict) || wid == dict_finishwid(dict)) continue; fsg_model_add_silence(fsg, word, -1, cmd_ln_float32_r(ps_search_config(fsgs), "-fillprob")); ++n_sil; } return n_sil; } /* Scans the dictionary and check if all words are present. */ static int fsg_search_check_dict(fsg_search_t *fsgs, fsg_model_t *fsg) { dict_t *dict; int i; dict = ps_search_dict(fsgs); for (i = 0; i < fsg_model_n_word(fsg); ++i) { char const *word; int32 wid; word = fsg_model_word_str(fsg, i); wid = dict_wordid(dict, word); if (wid == BAD_S3WID) { E_ERROR("The word '%s' is missing in the dictionary\n", word); return FALSE; } } return TRUE; } static int fsg_search_add_altpron(fsg_search_t *fsgs, fsg_model_t *fsg) { dict_t *dict; int n_alt, n_word; int i; dict = ps_search_dict(fsgs); /* Scan FSG's vocabulary for words that have alternate pronunciations. */ n_alt = 0; n_word = fsg_model_n_word(fsg); for (i = 0; i < n_word; ++i) { char const *word; int32 wid; word = fsg_model_word_str(fsg, i); wid = dict_wordid(dict, word); if (wid != BAD_S3WID) { while ((wid = dict_nextalt(dict, wid)) != BAD_S3WID) { n_alt += fsg_model_add_alt(fsg, word, dict_wordstr(dict, wid)); } } } E_INFO("Added %d alternate word transitions\n", n_alt); return n_alt; } ps_search_t * fsg_search_init(const char *name, fsg_model_t *fsg, cmd_ln_t *config, acmod_t *acmod, dict_t *dict, dict2pid_t *d2p) { fsg_search_t *fsgs = ckd_calloc(1, sizeof(*fsgs)); ps_search_init(ps_search_base(fsgs), &fsg_funcs, PS_SEARCH_TYPE_FSG, name, config, acmod, dict, d2p); fsgs->fsg = fsg_model_retain(fsg); /* Initialize HMM context. */ fsgs->hmmctx = hmm_context_init(bin_mdef_n_emit_state(acmod->mdef), acmod->tmat->tp, NULL, acmod->mdef->sseq); if (fsgs->hmmctx == NULL) { ps_search_free(ps_search_base(fsgs)); return NULL; } /* Intialize the search history object */ fsgs->history = fsg_history_init(NULL, dict); fsgs->frame = -1; /* Get search pruning parameters */ fsgs->beam_factor = 1.0f; fsgs->beam = fsgs->beam_orig = (int32) logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-beam")) >> SENSCR_SHIFT; fsgs->pbeam = fsgs->pbeam_orig = (int32) logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-pbeam")) >> SENSCR_SHIFT; fsgs->wbeam = fsgs->wbeam_orig = (int32) logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-wbeam")) >> SENSCR_SHIFT; /* LM related weights/penalties */ fsgs->lw = cmd_ln_float32_r(config, "-lw"); fsgs->pip = (int32) (logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-pip")) * fsgs->lw) >> SENSCR_SHIFT; fsgs->wip = (int32) (logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-wip")) * fsgs->lw) >> SENSCR_SHIFT; /* Acoustic score scale for posterior probabilities. */ fsgs->ascale = 1.0 / cmd_ln_float32_r(config, "-ascale"); E_INFO("FSG(beam: %d, pbeam: %d, wbeam: %d; wip: %d, pip: %d)\n", fsgs->beam_orig, fsgs->pbeam_orig, fsgs->wbeam_orig, fsgs->wip, fsgs->pip); if (!fsg_search_check_dict(fsgs, fsg)) { fsg_search_free(ps_search_base(fsgs)); return NULL; } if (cmd_ln_boolean_r(config, "-fsgusefiller") && !fsg_model_has_sil(fsg)) fsg_search_add_silences(fsgs, fsg); if (cmd_ln_boolean_r(config, "-fsgusealtpron") && !fsg_model_has_alt(fsg)) fsg_search_add_altpron(fsgs, fsg); if (fsg_search_reinit(ps_search_base(fsgs), ps_search_dict(fsgs), ps_search_dict2pid(fsgs)) < 0) { ps_search_free(ps_search_base(fsgs)); return NULL; } return ps_search_base(fsgs); } void fsg_search_free(ps_search_t *search) { fsg_search_t *fsgs = (fsg_search_t *)search; ps_search_base_free(search); fsg_lextree_free(fsgs->lextree); if (fsgs->history) { fsg_history_reset(fsgs->history); fsg_history_set_fsg(fsgs->history, NULL, NULL); fsg_history_free(fsgs->history); } hmm_context_free(fsgs->hmmctx); fsg_model_free(fsgs->fsg); ckd_free(fsgs); } int fsg_search_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p) { fsg_search_t *fsgs = (fsg_search_t *)search; /* Free the old lextree */ if (fsgs->lextree) fsg_lextree_free(fsgs->lextree); /* Free old dict2pid, dict */ ps_search_base_reinit(search, dict, d2p); /* Update the number of words (not used by this module though). */ search->n_words = dict_size(dict); /* Allocate new lextree for the given FSG */ fsgs->lextree = fsg_lextree_init(fsgs->fsg, dict, d2p, ps_search_acmod(fsgs)->mdef, fsgs->hmmctx, fsgs->wip, fsgs->pip); /* Inform the history module of the new fsg */ fsg_history_set_fsg(fsgs->history, fsgs->fsg, dict); return 0; } static void fsg_search_sen_active(fsg_search_t *fsgs) { gnode_t *gn; fsg_pnode_t *pnode; hmm_t *hmm; acmod_clear_active(ps_search_acmod(fsgs)); for (gn = fsgs->pnode_active; gn; gn = gnode_next(gn)) { pnode = (fsg_pnode_t *) gnode_ptr(gn); hmm = fsg_pnode_hmmptr(pnode); assert(hmm_frame(hmm) == fsgs->frame); acmod_activate_hmm(ps_search_acmod(fsgs), hmm); } } /* * Evaluate all the active HMMs. * (Executed once per frame.) */ static void fsg_search_hmm_eval(fsg_search_t *fsgs) { gnode_t *gn; fsg_pnode_t *pnode; hmm_t *hmm; int32 bestscore; int32 n, maxhmmpf; bestscore = WORST_SCORE; if (!fsgs->pnode_active) { E_ERROR("Frame %d: No active HMM!!\n", fsgs->frame); return; } for (n = 0, gn = fsgs->pnode_active; gn; gn = gnode_next(gn), n++) { int32 score; pnode = (fsg_pnode_t *) gnode_ptr(gn); hmm = fsg_pnode_hmmptr(pnode); assert(hmm_frame(hmm) == fsgs->frame); #if __FSG_DBG__ E_INFO("pnode(%08x) active @frm %5d\n", (int32) pnode, fsgs->frame); hmm_dump(hmm, stdout); #endif score = hmm_vit_eval(hmm); #if __FSG_DBG_CHAN__ E_INFO("pnode(%08x) after eval @frm %5d\n", (int32) pnode, fsgs->frame); hmm_dump(hmm, stdout); #endif if (score BETTER_THAN bestscore) bestscore = score; } #if __FSG_DBG__ E_INFO("[%5d] %6d HMM; bestscr: %11d\n", fsgs->frame, n, bestscore); #endif fsgs->n_hmm_eval += n; /* Adjust beams if #active HMMs larger than absolute threshold */ maxhmmpf = cmd_ln_int32_r(ps_search_config(fsgs), "-maxhmmpf"); if (maxhmmpf != -1 && n > maxhmmpf) { /* * Too many HMMs active; reduce the beam factor applied to the default * beams, but not if the factor is already at a floor (0.1). */ if (fsgs->beam_factor > 0.1) { /* Hack!! Hardwired constant 0.1 */ fsgs->beam_factor *= 0.9f; /* Hack!! Hardwired constant 0.9 */ fsgs->beam = (int32) (fsgs->beam_orig * fsgs->beam_factor); fsgs->pbeam = (int32) (fsgs->pbeam_orig * fsgs->beam_factor); fsgs->wbeam = (int32) (fsgs->wbeam_orig * fsgs->beam_factor); } } else { fsgs->beam_factor = 1.0f; fsgs->beam = fsgs->beam_orig; fsgs->pbeam = fsgs->pbeam_orig; fsgs->wbeam = fsgs->wbeam_orig; } if (n > fsg_lextree_n_pnode(fsgs->lextree)) E_FATAL("PANIC! Frame %d: #HMM evaluated(%d) > #PNodes(%d)\n", fsgs->frame, n, fsg_lextree_n_pnode(fsgs->lextree)); fsgs->bestscore = bestscore; } static void fsg_search_pnode_trans(fsg_search_t *fsgs, fsg_pnode_t * pnode) { fsg_pnode_t *child; hmm_t *hmm; int32 newscore, thresh, nf; assert(pnode); assert(!fsg_pnode_leaf(pnode)); nf = fsgs->frame + 1; thresh = fsgs->bestscore + fsgs->beam; hmm = fsg_pnode_hmmptr(pnode); for (child = fsg_pnode_succ(pnode); child; child = fsg_pnode_sibling(child)) { newscore = hmm_out_score(hmm) + child->logs2prob; if ((newscore BETTER_THAN thresh) && (newscore BETTER_THAN hmm_in_score(&child->hmm))) { /* Incoming score > pruning threshold and > target's existing score */ if (hmm_frame(&child->hmm) < nf) { /* Child node not yet activated; do so */ fsgs->pnode_active_next = glist_add_ptr(fsgs->pnode_active_next, (void *) child); } hmm_enter(&child->hmm, newscore, hmm_out_history(hmm), nf); } } } static void fsg_search_pnode_exit(fsg_search_t *fsgs, fsg_pnode_t * pnode) { hmm_t *hmm; fsg_link_t *fl; int32 wid; fsg_pnode_ctxt_t ctxt; assert(pnode); assert(fsg_pnode_leaf(pnode)); hmm = fsg_pnode_hmmptr(pnode); fl = fsg_pnode_fsglink(pnode); assert(fl); wid = fsg_link_wid(fl); assert(wid >= 0); #if __FSG_DBG__ E_INFO("[%5d] Exit(%08x) %10d(score) %5d(pred)\n", fsgs->frame, (int32) pnode, hmm_out_score(hmm), hmm_out_history(hmm)); #endif /* * Check if this is filler or single phone word; these do not model right * context (i.e., the exit score applies to all right contexts). */ if (fsg_model_is_filler(fsgs->fsg, wid) /* FIXME: This might be slow due to repeated calls to dict_to_id(). */ || (dict_is_single_phone(ps_search_dict(fsgs), dict_wordid(ps_search_dict(fsgs), fsg_model_word_str(fsgs->fsg, wid))))) { /* Create a dummy context structure that applies to all right contexts */ fsg_pnode_add_all_ctxt(&ctxt); /* Create history table entry for this word exit */ fsg_history_entry_add(fsgs->history, fl, fsgs->frame, hmm_out_score(hmm), hmm_out_history(hmm), pnode->ci_ext, ctxt); } else { /* Create history table entry for this word exit */ fsg_history_entry_add(fsgs->history, fl, fsgs->frame, hmm_out_score(hmm), hmm_out_history(hmm), pnode->ci_ext, pnode->ctxt); } } /* * (Beam) prune the just evaluated HMMs, determine which ones remain * active, which ones transition to successors, which ones exit and * terminate in their respective destination FSM states. * (Executed once per frame.) */ static void fsg_search_hmm_prune_prop(fsg_search_t *fsgs) { gnode_t *gn; fsg_pnode_t *pnode; hmm_t *hmm; int32 thresh, word_thresh, phone_thresh; assert(fsgs->pnode_active_next == NULL); thresh = fsgs->bestscore + fsgs->beam; phone_thresh = fsgs->bestscore + fsgs->pbeam; word_thresh = fsgs->bestscore + fsgs->wbeam; for (gn = fsgs->pnode_active; gn; gn = gnode_next(gn)) { pnode = (fsg_pnode_t *) gnode_ptr(gn); hmm = fsg_pnode_hmmptr(pnode); if (hmm_bestscore(hmm) >= thresh) { /* Keep this HMM active in the next frame */ if (hmm_frame(hmm) == fsgs->frame) { hmm_frame(hmm) = fsgs->frame + 1; fsgs->pnode_active_next = glist_add_ptr(fsgs->pnode_active_next, (void *) pnode); } else { assert(hmm_frame(hmm) == fsgs->frame + 1); } if (!fsg_pnode_leaf(pnode)) { if (hmm_out_score(hmm) >= phone_thresh) { /* Transition out of this phone into its children */ fsg_search_pnode_trans(fsgs, pnode); } } else { if (hmm_out_score(hmm) >= word_thresh) { /* Transition out of leaf node into destination FSG state */ fsg_search_pnode_exit(fsgs, pnode); } } } } } /* * Propagate newly created history entries through null transitions. */ static void fsg_search_null_prop(fsg_search_t *fsgs) { int32 bpidx, n_entries, thresh, newscore; fsg_hist_entry_t *hist_entry; fsg_link_t *l; int32 s; fsg_model_t *fsg; fsg = fsgs->fsg; thresh = fsgs->bestscore + fsgs->wbeam; /* Which beam really?? */ n_entries = fsg_history_n_entries(fsgs->history); for (bpidx = fsgs->bpidx_start; bpidx < n_entries; bpidx++) { fsg_arciter_t *itor; hist_entry = fsg_history_entry_get(fsgs->history, bpidx); l = fsg_hist_entry_fsglink(hist_entry); /* Destination FSG state for history entry */ s = l ? fsg_link_to_state(l) : fsg_model_start_state(fsg); /* * Check null transitions from d to all other states. (Only need to * propagate one step, since FSG contains transitive closure of null * transitions.) */ /* Add all links from from_state to dst */ for (itor = fsg_model_arcs(fsg, s); itor; itor = fsg_arciter_next(itor)) { fsg_link_t *l = fsg_arciter_get(itor); /* FIXME: Need to deal with tag transitions somehow. */ if (fsg_link_wid(l) != -1) continue; newscore = fsg_hist_entry_score(hist_entry) + (fsg_link_logs2prob(l) >> SENSCR_SHIFT); if (newscore >= thresh) { fsg_history_entry_add(fsgs->history, l, fsg_hist_entry_frame(hist_entry), newscore, bpidx, fsg_hist_entry_lc(hist_entry), fsg_hist_entry_rc(hist_entry)); } } } } /* * Perform cross-word transitions; propagate each history entry created in this * frame to lextree roots attached to the target FSG state for that entry. */ static void fsg_search_word_trans(fsg_search_t *fsgs) { int32 bpidx, n_entries; fsg_hist_entry_t *hist_entry; fsg_link_t *l; int32 score, newscore, thresh, nf, d; fsg_pnode_t *root; int32 lc, rc; n_entries = fsg_history_n_entries(fsgs->history); thresh = fsgs->bestscore + fsgs->beam; nf = fsgs->frame + 1; for (bpidx = fsgs->bpidx_start; bpidx < n_entries; bpidx++) { hist_entry = fsg_history_entry_get(fsgs->history, bpidx); assert(hist_entry); score = fsg_hist_entry_score(hist_entry); assert(fsgs->frame == fsg_hist_entry_frame(hist_entry)); l = fsg_hist_entry_fsglink(hist_entry); /* Destination state for hist_entry */ d = l ? fsg_link_to_state(l) : fsg_model_start_state(fsgs-> fsg); lc = fsg_hist_entry_lc(hist_entry); /* Transition to all root nodes attached to state d */ for (root = fsg_lextree_root(fsgs->lextree, d); root; root = root->sibling) { rc = root->ci_ext; if ((root->ctxt.bv[lc >> 5] & (1 << (lc & 0x001f))) && (hist_entry->rc.bv[rc >> 5] & (1 << (rc & 0x001f)))) { /* * Last CIphone of history entry is in left-context list supported by * target root node, and * first CIphone of target root node is in right context list supported * by history entry; * So the transition can go ahead (if new score is good enough). */ newscore = score + root->logs2prob; if ((newscore BETTER_THAN thresh) && (newscore BETTER_THAN hmm_in_score(&root->hmm))) { if (hmm_frame(&root->hmm) < nf) { /* Newly activated node; add to active list */ fsgs->pnode_active_next = glist_add_ptr(fsgs->pnode_active_next, (void *) root); #if __FSG_DBG__ E_INFO ("[%5d] WordTrans bpidx[%d] -> pnode[%08x] (activated)\n", fsgs->frame, bpidx, (int32) root); #endif } else { #if __FSG_DBG__ E_INFO ("[%5d] WordTrans bpidx[%d] -> pnode[%08x]\n", fsgs->frame, bpidx, (int32) root); #endif } hmm_enter(&root->hmm, newscore, bpidx, nf); } } } } } int fsg_search_step(ps_search_t *search, int frame_idx) { fsg_search_t *fsgs = (fsg_search_t *)search; int16 const *senscr; acmod_t *acmod = search->acmod; gnode_t *gn; fsg_pnode_t *pnode; hmm_t *hmm; /* Activate our HMMs for the current frame if need be. */ if (!acmod->compallsen) fsg_search_sen_active(fsgs); /* Compute GMM scores for the current frame. */ senscr = acmod_score(acmod, &frame_idx); fsgs->n_sen_eval += acmod->n_senone_active; hmm_context_set_senscore(fsgs->hmmctx, senscr); /* Mark backpointer table for current frame. */ fsgs->bpidx_start = fsg_history_n_entries(fsgs->history); /* Evaluate all active pnodes (HMMs) */ fsg_search_hmm_eval(fsgs); /* * Prune and propagate the HMMs evaluated; create history entries for * word exits. The words exits are tentative, and may be pruned; make * the survivors permanent via fsg_history_end_frame(). */ fsg_search_hmm_prune_prop(fsgs); fsg_history_end_frame(fsgs->history); /* * Propagate new history entries through any null transitions, creating * new history entries, and then make the survivors permanent. */ fsg_search_null_prop(fsgs); fsg_history_end_frame(fsgs->history); /* * Perform cross-word transitions; propagate each history entry across its * terminating state to the root nodes of the lextree attached to the state. */ fsg_search_word_trans(fsgs); /* * We've now come full circle, HMM and FSG states have been updated for * the next frame. * Update the active lists, deactivate any currently active HMMs that * did not survive into the next frame */ for (gn = fsgs->pnode_active; gn; gn = gnode_next(gn)) { pnode = (fsg_pnode_t *) gnode_ptr(gn); hmm = fsg_pnode_hmmptr(pnode); if (hmm_frame(hmm) == fsgs->frame) { /* This HMM NOT activated for the next frame; reset it */ fsg_psubtree_pnode_deactivate(pnode); } else { assert(hmm_frame(hmm) == (fsgs->frame + 1)); } } /* Free the currently active list */ glist_free(fsgs->pnode_active); /* Make the next-frame active list the current one */ fsgs->pnode_active = fsgs->pnode_active_next; fsgs->pnode_active_next = NULL; /* End of this frame; ready for the next */ ++fsgs->frame; return 1; } /* * Set all HMMs to inactive, clear active lists, initialize FSM start * state to be the only active node. * (Executed at the start of each utterance.) */ int fsg_search_start(ps_search_t *search) { fsg_search_t *fsgs = (fsg_search_t *)search; int32 silcipid; fsg_pnode_ctxt_t ctxt; /* Reset dynamic adjustment factor for beams */ fsgs->beam_factor = 1.0f; fsgs->beam = fsgs->beam_orig; fsgs->pbeam = fsgs->pbeam_orig; fsgs->wbeam = fsgs->wbeam_orig; silcipid = bin_mdef_ciphone_id(ps_search_acmod(fsgs)->mdef, "SIL"); /* Initialize EVERYTHING to be inactive */ assert(fsgs->pnode_active == NULL); assert(fsgs->pnode_active_next == NULL); fsg_history_reset(fsgs->history); fsg_history_utt_start(fsgs->history); fsgs->final = FALSE; /* Dummy context structure that allows all right contexts to use this entry */ fsg_pnode_add_all_ctxt(&ctxt); /* Create dummy history entry leading to start state */ fsgs->frame = -1; fsgs->bestscore = 0; fsg_history_entry_add(fsgs->history, NULL, -1, 0, -1, silcipid, ctxt); fsgs->bpidx_start = 0; /* Propagate dummy history entry through NULL transitions from start state */ fsg_search_null_prop(fsgs); /* Perform word transitions from this dummy history entry */ fsg_search_word_trans(fsgs); /* Make the next-frame active list the current one */ fsgs->pnode_active = fsgs->pnode_active_next; fsgs->pnode_active_next = NULL; ++fsgs->frame; fsgs->n_hmm_eval = 0; fsgs->n_sen_eval = 0; return 0; } /* * Cleanup at the end of each utterance. */ int fsg_search_finish(ps_search_t *search) { fsg_search_t *fsgs = (fsg_search_t *)search; gnode_t *gn; fsg_pnode_t *pnode; int32 n_hist; /* Deactivate all nodes in the current and next-frame active lists */ for (gn = fsgs->pnode_active; gn; gn = gnode_next(gn)) { pnode = (fsg_pnode_t *) gnode_ptr(gn); fsg_psubtree_pnode_deactivate(pnode); } for (gn = fsgs->pnode_active_next; gn; gn = gnode_next(gn)) { pnode = (fsg_pnode_t *) gnode_ptr(gn); fsg_psubtree_pnode_deactivate(pnode); } glist_free(fsgs->pnode_active); fsgs->pnode_active = NULL; glist_free(fsgs->pnode_active_next); fsgs->pnode_active_next = NULL; fsgs->final = TRUE; n_hist = fsg_history_n_entries(fsgs->history); E_INFO ("%d frames, %d HMMs (%d/fr), %d senones (%d/fr), %d history entries (%d/fr)\n\n", fsgs->frame, fsgs->n_hmm_eval, (fsgs->frame > 0) ? fsgs->n_hmm_eval / fsgs->frame : 0, fsgs->n_sen_eval, (fsgs->frame > 0) ? fsgs->n_sen_eval / fsgs->frame : 0, n_hist, (fsgs->frame > 0) ? n_hist / fsgs->frame : 0); return 0; } static int fsg_search_find_exit(fsg_search_t *fsgs, int frame_idx, int final, int32 *out_score, int32* out_is_final) { fsg_hist_entry_t *hist_entry = NULL; fsg_model_t *fsg; int bpidx, frm, last_frm, besthist; int32 bestscore; if (out_is_final) *out_is_final = FALSE; if (frame_idx == -1) frame_idx = fsgs->frame - 1; last_frm = frm = frame_idx; /* Scan backwards to find a word exit in frame_idx. */ bpidx = fsg_history_n_entries(fsgs->history) - 1; while (bpidx > 0) { hist_entry = fsg_history_entry_get(fsgs->history, bpidx); if (fsg_hist_entry_frame(hist_entry) <= frame_idx) { frm = last_frm = fsg_hist_entry_frame(hist_entry); break; } bpidx--; } /* No hypothesis (yet). */ if (bpidx <= 0) return bpidx; /* Now find best word exit in this frame. */ bestscore = INT_MIN; besthist = -1; fsg = fsgs->fsg; while (frm == last_frm) { fsg_link_t *fl; int32 score; fl = fsg_hist_entry_fsglink(hist_entry); score = fsg_hist_entry_score(hist_entry); if (fl == NULL) break; /* Prefer final hypothesis */ if (score == bestscore && fsg_link_to_state(fl) == fsg_model_final_state(fsg)) { besthist = bpidx; } else if (score BETTER_THAN bestscore) { /* Only enforce the final state constraint if this is a final hypothesis. */ if ((!final) || fsg_link_to_state(fl) == fsg_model_final_state(fsg)) { bestscore = score; besthist = bpidx; } } --bpidx; if (bpidx < 0) break; hist_entry = fsg_history_entry_get(fsgs->history, bpidx); frm = fsg_hist_entry_frame(hist_entry); } /* Final state not reached. */ if (besthist == -1) { E_ERROR("Final result does not match the grammar in frame %d\n", frame_idx); return -1; } /* This here's the one we want. */ if (out_score) *out_score = bestscore; if (out_is_final) { fsg_link_t *fl; hist_entry = fsg_history_entry_get(fsgs->history, besthist); fl = fsg_hist_entry_fsglink(hist_entry); *out_is_final = (fsg_link_to_state(fl) == fsg_model_final_state(fsg)); } return besthist; } /* FIXME: Mostly duplicated with ngram_search_bestpath(). */ static ps_latlink_t * fsg_search_bestpath(ps_search_t *search, int32 *out_score, int backward) { fsg_search_t *fsgs = (fsg_search_t *)search; if (search->last_link == NULL) { search->last_link = ps_lattice_bestpath(search->dag, NULL, 1.0, fsgs->ascale); if (search->last_link == NULL) return NULL; /* Also calculate betas so we can fill in the posterior * probability field in the segmentation. */ if (search->post == 0) search->post = ps_lattice_posterior(search->dag, NULL, fsgs->ascale); } if (out_score) *out_score = search->last_link->path_scr + search->dag->final_node_ascr; return search->last_link; } char const * fsg_search_hyp(ps_search_t *search, int32 *out_score, int32 *out_is_final) { fsg_search_t *fsgs = (fsg_search_t *)search; dict_t *dict = ps_search_dict(search); char *c; size_t len; int bp, bpidx; /* Get last backpointer table index. */ bpidx = fsg_search_find_exit(fsgs, fsgs->frame, fsgs->final, out_score, out_is_final); /* No hypothesis (yet). */ if (bpidx <= 0) { return NULL; } /* If bestpath is enabled and the utterance is complete, then run it. */ if (fsgs->bestpath && fsgs->final) { ps_lattice_t *dag; ps_latlink_t *link; if ((dag = fsg_search_lattice(search)) == NULL) { E_WARN("Failed to obtain the lattice while bestpath enabled\n"); return NULL; } if ((link = fsg_search_bestpath(search, out_score, FALSE)) == NULL) { E_WARN("Failed to find the bestpath in a lattice\n"); return NULL; } return ps_lattice_hyp(dag, link); } bp = bpidx; len = 0; while (bp > 0) { fsg_hist_entry_t *hist_entry = fsg_history_entry_get(fsgs->history, bp); fsg_link_t *fl = fsg_hist_entry_fsglink(hist_entry); char const *baseword; int32 wid; bp = fsg_hist_entry_pred(hist_entry); wid = fsg_link_wid(fl); if (wid < 0 || fsg_model_is_filler(fsgs->fsg, wid)) continue; baseword = dict_basestr(dict, dict_wordid(dict, fsg_model_word_str(fsgs->fsg, wid))); len += strlen(baseword) + 1; } ckd_free(search->hyp_str); if (len == 0) { search->hyp_str = NULL; return search->hyp_str; } search->hyp_str = ckd_calloc(1, len); bp = bpidx; c = search->hyp_str + len - 1; while (bp > 0) { fsg_hist_entry_t *hist_entry = fsg_history_entry_get(fsgs->history, bp); fsg_link_t *fl = fsg_hist_entry_fsglink(hist_entry); char const *baseword; int32 wid; bp = fsg_hist_entry_pred(hist_entry); wid = fsg_link_wid(fl); if (wid < 0 || fsg_model_is_filler(fsgs->fsg, wid)) continue; baseword = dict_basestr(dict, dict_wordid(dict, fsg_model_word_str(fsgs->fsg, wid))); len = strlen(baseword); c -= len; memcpy(c, baseword, len); if (c > search->hyp_str) { --c; *c = ' '; } } return search->hyp_str; } static void fsg_seg_bp2itor(ps_seg_t *seg, fsg_hist_entry_t *hist_entry) { fsg_search_t *fsgs = (fsg_search_t *)seg->search; fsg_hist_entry_t *ph = NULL; int32 bp; if ((bp = fsg_hist_entry_pred(hist_entry)) >= 0) ph = fsg_history_entry_get(fsgs->history, bp); seg->word = fsg_model_word_str(fsgs->fsg, hist_entry->fsglink->wid); seg->ef = fsg_hist_entry_frame(hist_entry); seg->sf = ph ? fsg_hist_entry_frame(ph) + 1 : 0; /* This is kind of silly but it happens for null transitions. */ if (seg->sf > seg->ef) seg->sf = seg->ef; seg->prob = 0; /* Bogus value... */ /* "Language model" score = transition probability. */ seg->lback = 1; seg->lscr = fsg_link_logs2prob(hist_entry->fsglink) >> SENSCR_SHIFT; if (ph) { /* FIXME: Not sure exactly how cross-word triphones are handled. */ seg->ascr = hist_entry->score - ph->score - seg->lscr; } else seg->ascr = hist_entry->score - seg->lscr; } static void fsg_seg_free(ps_seg_t *seg) { fsg_seg_t *itor = (fsg_seg_t *)seg; ckd_free(itor->hist); ckd_free(itor); } static ps_seg_t * fsg_seg_next(ps_seg_t *seg) { fsg_seg_t *itor = (fsg_seg_t *)seg; if (++itor->cur == itor->n_hist) { fsg_seg_free(seg); return NULL; } fsg_seg_bp2itor(seg, itor->hist[itor->cur]); return seg; } static ps_segfuncs_t fsg_segfuncs = { /* seg_next */ fsg_seg_next, /* seg_free */ fsg_seg_free }; static ps_seg_t * fsg_search_seg_iter(ps_search_t *search, int32 *out_score) { fsg_search_t *fsgs = (fsg_search_t *)search; fsg_seg_t *itor; int bp, bpidx, cur; bpidx = fsg_search_find_exit(fsgs, fsgs->frame, fsgs->final, out_score, NULL); /* No hypothesis (yet). */ if (bpidx <= 0) return NULL; /* If bestpath is enabled and the utterance is complete, then run it. */ if (fsgs->bestpath && fsgs->final) { ps_lattice_t *dag; ps_latlink_t *link; if ((dag = fsg_search_lattice(search)) == NULL) return NULL; if ((link = fsg_search_bestpath(search, out_score, TRUE)) == NULL) return NULL; return ps_lattice_seg_iter(dag, link, 1.0); } /* Calling this an "iterator" is a bit of a misnomer since we have * to get the entire backtrace in order to produce it. On the * other hand, all we actually need is the bptbl IDs, and we can * allocate a fixed-size array of them. */ itor = ckd_calloc(1, sizeof(*itor)); itor->base.vt = &fsg_segfuncs; itor->base.search = search; itor->base.lwf = 1.0; itor->n_hist = 0; bp = bpidx; while (bp > 0) { fsg_hist_entry_t *hist_entry = fsg_history_entry_get(fsgs->history, bp); bp = fsg_hist_entry_pred(hist_entry); ++itor->n_hist; } if (itor->n_hist == 0) { ckd_free(itor); return NULL; } itor->hist = ckd_calloc(itor->n_hist, sizeof(*itor->hist)); cur = itor->n_hist - 1; bp = bpidx; while (bp > 0) { fsg_hist_entry_t *hist_entry = fsg_history_entry_get(fsgs->history, bp); itor->hist[cur] = hist_entry; bp = fsg_hist_entry_pred(hist_entry); --cur; } /* Fill in relevant fields for first element. */ fsg_seg_bp2itor((ps_seg_t *)itor, itor->hist[0]); return (ps_seg_t *)itor; } static int fsg_search_prob(ps_search_t *search) { fsg_search_t *fsgs = (fsg_search_t *)search; /* If bestpath is enabled and the utterance is complete, then run it. */ if (fsgs->bestpath && fsgs->final) { ps_lattice_t *dag; ps_latlink_t *link; if ((dag = fsg_search_lattice(search)) == NULL) return 0; if ((link = fsg_search_bestpath(search, NULL, TRUE)) == NULL) return 0; return search->post; } else { /* FIXME: Give some kind of good estimate here, eventually. */ return 0; } } static ps_latnode_t * find_node(ps_lattice_t *dag, fsg_model_t *fsg, int sf, int32 wid, int32 node_id) { ps_latnode_t *node; for (node = dag->nodes; node; node = node->next) if ((node->sf == sf) && (node->wid == wid) && (node->node_id == node_id)) break; return node; } static ps_latnode_t * new_node(ps_lattice_t *dag, fsg_model_t *fsg, int sf, int ef, int32 wid, int32 node_id, int32 ascr) { ps_latnode_t *node; node = find_node(dag, fsg, sf, wid, node_id); if (node) { /* Update end frames. */ if (node->lef == -1 || node->lef < ef) node->lef = ef; if (node->fef == -1 || node->fef > ef) node->fef = ef; /* Update best link score. */ if (ascr BETTER_THAN node->info.best_exit) node->info.best_exit = ascr; } else { /* New node; link to head of list */ node = listelem_malloc(dag->latnode_alloc); node->wid = wid; node->sf = sf; node->fef = node->lef = ef; node->reachable = FALSE; node->entries = NULL; node->exits = NULL; node->info.best_exit = ascr; node->node_id = node_id; node->next = dag->nodes; dag->nodes = node; ++dag->n_nodes; } return node; } static ps_latnode_t * find_start_node(fsg_search_t *fsgs, ps_lattice_t *dag) { ps_latnode_t *node; glist_t start = NULL; int nstart = 0; /* Look for all nodes starting in frame zero with some exits. */ for (node = dag->nodes; node; node = node->next) { if (node->sf == 0 && node->exits) { E_INFO("Start node %s.%d:%d:%d\n", fsg_model_word_str(fsgs->fsg, node->wid), node->sf, node->fef, node->lef); start = glist_add_ptr(start, node); ++nstart; } } /* If there was more than one start node candidate, then we need * to create an artificial start node with epsilon transitions to * all of them. */ if (nstart == 1) { node = gnode_ptr(start); } else { gnode_t *st; int wid; wid = fsg_model_word_add(fsgs->fsg, ""); if (fsgs->fsg->silwords) bitvec_set(fsgs->fsg->silwords, wid); node = new_node(dag, fsgs->fsg, 0, 0, wid, -1, 0); for (st = start; st; st = gnode_next(st)) ps_lattice_link(dag, node, gnode_ptr(st), 0, 0); } glist_free(start); return node; } static ps_latnode_t * find_end_node(fsg_search_t *fsgs, ps_lattice_t *dag) { ps_latnode_t *node; glist_t end = NULL; int nend = 0; /* Look for all nodes ending in last frame with some entries. */ for (node = dag->nodes; node; node = node->next) { if (node->lef == dag->n_frames - 1 && node->entries) { E_INFO("End node %s.%d:%d:%d (%d)\n", fsg_model_word_str(fsgs->fsg, node->wid), node->sf, node->fef, node->lef, node->info.best_exit); end = glist_add_ptr(end, node); ++nend; } } if (nend == 1) { node = gnode_ptr(end); } else if (nend == 0) { ps_latnode_t *last = NULL; int ef = 0; /* If there were no end node candidates, then just use the * node with the last exit frame. */ for (node = dag->nodes; node; node = node->next) { if (node->lef > ef && node->entries) { last = node; ef = node->lef; } } node = last; if (node) E_INFO("End node %s.%d:%d:%d (%d)\n", fsg_model_word_str(fsgs->fsg, node->wid), node->sf, node->fef, node->lef, node->info.best_exit); } else { /* If there was more than one end node candidate, then we need * to create an artificial end node with epsilon transitions * out of all of them. */ gnode_t *st; int wid; wid = fsg_model_word_add(fsgs->fsg, ""); if (fsgs->fsg->silwords) bitvec_set(fsgs->fsg->silwords, wid); node = new_node(dag, fsgs->fsg, fsgs->frame, fsgs->frame, wid, -1, 0); /* Use the "best" (in reality it will be the only) exit link * score from this final node as the link score. */ for (st = end; st; st = gnode_next(st)) { ps_latnode_t *src = gnode_ptr(st); ps_lattice_link(dag, src, node, src->info.best_exit, fsgs->frame); } } glist_free(end); return node; } static void mark_reachable(ps_lattice_t *dag, ps_latnode_t *end) { glist_t q; /* It doesn't matter which order we do this in. */ end->reachable = TRUE; q = glist_add_ptr(NULL, end); while (q) { ps_latnode_t *node = gnode_ptr(q); latlink_list_t *x; /* Pop the front of the list. */ q = gnode_free(q, NULL); /* Expand all its predecessors that haven't been seen yet. */ for (x = node->entries; x; x = x->next) { ps_latnode_t *next = x->link->from; if (!next->reachable) { next->reachable = TRUE; q = glist_add_ptr(q, next); } } } } /** * Generate a lattice from FSG search results. * * One might think that this is simply a matter of adding acoustic * scores to the FSG's edges. However, one would be wrong. The * crucial difference here is that the word lattice is acyclic, and it * also contains timing information. */ static ps_lattice_t * fsg_search_lattice(ps_search_t *search) { fsg_search_t *fsgs; fsg_model_t *fsg; ps_latnode_t *node; ps_lattice_t *dag; int32 i, n; fsgs = (fsg_search_t *)search; /* Check to see if a lattice has previously been created over the * same number of frames, and reuse it if so. */ if (search->dag && search->dag->n_frames == fsgs->frame) return search->dag; /* Nope, create a new one. */ ps_lattice_free(search->dag); search->dag = NULL; dag = ps_lattice_init_search(search, fsgs->frame); fsg = fsgs->fsg; /* * Each history table entry represents a link in the word graph. * The set of nodes is determined by the number of unique * (word,start-frame) pairs in the history table. So we will * first find all those nodes. */ n = fsg_history_n_entries(fsgs->history); for (i = 0; i < n; ++i) { fsg_hist_entry_t *fh = fsg_history_entry_get(fsgs->history, i); int32 ascr; int sf; /* Skip null transitions. */ if (fh->fsglink == NULL || fh->fsglink->wid == -1) continue; /* Find the start node of this link. */ if (fh->pred) { fsg_hist_entry_t *pfh = fsg_history_entry_get(fsgs->history, fh->pred); /* FIXME: We include the transition score in the lattice * link score. This is because of the practical * difficulty of obtaining it separately in bestpath or * forward-backward search, and because it is essentially * a unigram probability, so there is no need to treat it * separately from the acoustic score. However, it's not * clear that this will actually yield correct results.*/ ascr = fh->score - pfh->score; sf = pfh->frame + 1; } else { ascr = fh->score; sf = 0; } /* * Note that although scores are tied to links rather than * nodes, it's possible that there are no links out of the * destination node, and thus we need to preserve its score in * case it turns out to be utterance-final. */ new_node(dag, fsg, sf, fh->frame, fh->fsglink->wid, fsg_link_to_state(fh->fsglink), ascr); } /* * Now, we will create links only to nodes that actually exist. */ n = fsg_history_n_entries(fsgs->history); for (i = 0; i < n; ++i) { fsg_hist_entry_t *fh = fsg_history_entry_get(fsgs->history, i); fsg_arciter_t *itor; ps_latnode_t *src, *dest; int32 ascr; int sf; /* Skip null transitions. */ if (fh->fsglink == NULL || fh->fsglink->wid == -1) continue; /* Find the start node of this link and calculate its link score. */ if (fh->pred) { fsg_hist_entry_t *pfh = fsg_history_entry_get(fsgs->history, fh->pred); sf = pfh->frame + 1; ascr = fh->score - pfh->score; } else { ascr = fh->score; sf = 0; } src = find_node(dag, fsg, sf, fh->fsglink->wid, fsg_link_to_state(fh->fsglink)); sf = fh->frame + 1; for (itor = fsg_model_arcs(fsg, fsg_link_to_state(fh->fsglink)); itor; itor = fsg_arciter_next(itor)) { fsg_link_t *link = fsg_arciter_get(itor); /* FIXME: Need to figure out what to do about tag transitions. */ if (link->wid >= 0) { /* * For each non-epsilon link following this one, look for a * matching node in the lattice and link to it. */ if ((dest = find_node(dag, fsg, sf, link->wid, fsg_link_to_state(link))) != NULL) ps_lattice_link(dag, src, dest, ascr, fh->frame); } else { /* * Transitive closure on nulls has already been done, so we * just need to look one link forward from them. */ fsg_arciter_t *itor2; /* Add all non-null links out of j. */ for (itor2 = fsg_model_arcs(fsg, fsg_link_to_state(link)); itor2; itor2 = fsg_arciter_next(itor2)) { fsg_link_t *link = fsg_arciter_get(itor2); if (link->wid == -1) continue; if ((dest = find_node(dag, fsg, sf, link->wid, fsg_link_to_state(link))) != NULL) { ps_lattice_link(dag, src, dest, ascr, fh->frame); } } } } } /* Figure out which nodes are the start and end nodes. */ if ((dag->start = find_start_node(fsgs, dag)) == NULL) { E_WARN("Failed to find the start node\n"); goto error_out; } if ((dag->end = find_end_node(fsgs, dag)) == NULL) { E_WARN("Failed to find the end node\n"); goto error_out; } E_INFO("lattice start node %s.%d end node %s.%d\n", fsg_model_word_str(fsg, dag->start->wid), dag->start->sf, fsg_model_word_str(fsg, dag->end->wid), dag->end->sf); /* FIXME: Need to calculate final_node_ascr here. */ /* * Convert word IDs from FSG to dictionary. */ for (node = dag->nodes; node; node = node->next) { node->wid = dict_wordid(dag->search->dict, fsg_model_word_str(fsg, node->wid)); node->basewid = dict_basewid(dag->search->dict, node->wid); } /* * Now we are done, because the links in the graph are uniquely * defined by the history table. However we should remove any * nodes which are not reachable from the end node of the FSG. * Everything is reachable from the start node by definition. */ mark_reachable(dag, dag->end); ps_lattice_delete_unreachable(dag); { int32 silpen, fillpen; silpen = (int32)(logmath_log(fsg->lmath, cmd_ln_float32_r(ps_search_config(fsgs), "-silprob")) * fsg->lw) >> SENSCR_SHIFT; fillpen = (int32)(logmath_log(fsg->lmath, cmd_ln_float32_r(ps_search_config(fsgs), "-fillprob")) * fsg->lw) >> SENSCR_SHIFT; ps_lattice_penalize_fillers(dag, silpen, fillpen); } search->dag = dag; return dag; error_out: ps_lattice_free(dag); return NULL; } pocketsphinx-5prealpha/src/libpocketsphinx/tmat.c0000664000175000017500000002663112504317100017506 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * tmat.c * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1997 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * $Log: tmat.c,v $ * Revision 1.1.1.1 2006/05/23 18:45:01 dhuggins * re-importation * * Revision 1.4 2005/11/14 16:14:34 dhuggins * Use LOG() instead of logs3() for loading tmats, makes startup * ***much*** faster. * * Revision 1.3 2005/10/10 14:50:35 dhuggins * Deal properly with empty transition matrices. * * Revision 1.2 2005/09/30 15:01:23 dhuggins * More robust tmat reading - read the tmat in accordance with the fixed s2 topology * * Revision 1.1 2005/09/29 21:51:19 dhuggins * Add support for Sphinx3 tmat files. Amazingly enough, it Just Works * (but it isn't terribly robust) * * Revision 1.6 2005/07/05 13:12:39 dhdfu * Add new arguments to logs3_init() in some tests, main_ep * * Revision 1.5 2005/06/21 19:23:35 arthchan2003 * 1, Fixed doxygen documentation. 2, Added $ keyword. * * Revision 1.5 2005/05/03 04:09:09 archan * Implemented the heart of word copy search. For every ci-phone, every word end, a tree will be allocated to preserve its pathscore. This is different from 3.5 or below, only the best score for a particular ci-phone, regardless of the word-ends will be preserved at every frame. The graph propagation will not collect unused word tree at this point. srch_WST_propagate_wd_lv2 is also as the most stupid in the century. But well, after all, everything needs a start. I will then really get the results from the search and see how it looks. * * Revision 1.4 2005/04/21 23:50:26 archan * Some more refactoring on the how reporting of structures inside kbcore_t is done, it is now 50% nice. Also added class-based LM test case into test-decode.sh.in. At this moment, everything in search mode 5 is already done. It is time to test the idea whether the search can really be used. * * Revision 1.3 2005/03/30 01:22:47 archan * Fixed mistakes in last updates. Add * * * 20.Apr.2001 RAH (rhoughton@mediasite.com, ricky.houghton@cs.cmu.edu) * Added tmat_free to free allocated memory * * 29-Feb-2000 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added tmat_chk_1skip(), and made tmat_chk_uppertri() public. * * 10-Dec-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Made tmat_dump() public. * * 11-Mar-97 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Started based on original S3 implementation. */ /* System headers. */ #include /* SphinxBase headers. */ #include #include #include #include /* Local headers. */ #include "tmat.h" #include "hmm.h" #include "vector.h" #define TMAT_PARAM_VERSION "1.0" /** * Checks that no transition matrix in the given object contains backward arcs. * @returns 0 if successful, -1 if check failed. */ static int32 tmat_chk_uppertri(tmat_t *tmat, logmath_t *lmath); /** * Checks that transition matrix arcs in the given object skip over * at most 1 state. * @returns 0 if successful, -1 if check failed. */ static int32 tmat_chk_1skip(tmat_t *tmat, logmath_t *lmath); void tmat_dump(tmat_t * tmat, FILE * fp) { int32 i, src, dst; for (i = 0; i < tmat->n_tmat; i++) { fprintf(fp, "TMAT %d = %d x %d\n", i, tmat->n_state, tmat->n_state + 1); for (src = 0; src < tmat->n_state; src++) { for (dst = 0; dst <= tmat->n_state; dst++) fprintf(fp, " %12d", tmat->tp[i][src][dst]); fprintf(fp, "\n"); } fprintf(fp, "\n"); } fflush(fp); } /* * Check model tprob matrices that they conform to upper-triangular assumption; * i.e. no "backward" transitions allowed. */ int32 tmat_chk_uppertri(tmat_t * tmat, logmath_t *lmath) { int32 i, src, dst; /* Check that each tmat is upper-triangular */ for (i = 0; i < tmat->n_tmat; i++) { for (dst = 0; dst < tmat->n_state; dst++) for (src = dst + 1; src < tmat->n_state; src++) if (tmat->tp[i][src][dst] < 255) { E_ERROR("tmat[%d][%d][%d] = %d\n", i, src, dst, tmat->tp[i][src][dst]); return -1; } } return 0; } int32 tmat_chk_1skip(tmat_t * tmat, logmath_t *lmath) { int32 i, src, dst; for (i = 0; i < tmat->n_tmat; i++) { for (src = 0; src < tmat->n_state; src++) for (dst = src + 3; dst <= tmat->n_state; dst++) if (tmat->tp[i][src][dst] < 255) { E_ERROR("tmat[%d][%d][%d] = %d\n", i, src, dst, tmat->tp[i][src][dst]); return -1; } } return 0; } tmat_t * tmat_init(char const *file_name, logmath_t *lmath, float64 tpfloor, int32 breport) { char tmp; int32 n_src, n_dst, n_tmat; FILE *fp; int32 byteswap, chksum_present; uint32 chksum; float32 **tp; int32 i, j, k, tp_per_tmat; char **argname, **argval; tmat_t *t; if (breport) { E_INFO("Reading HMM transition probability matrices: %s\n", file_name); } t = (tmat_t *) ckd_calloc(1, sizeof(tmat_t)); if ((fp = fopen(file_name, "rb")) == NULL) E_FATAL_SYSTEM("Failed to open transition file '%s' for reading", file_name); /* Read header, including argument-value info and 32-bit byteorder magic */ if (bio_readhdr(fp, &argname, &argval, &byteswap) < 0) E_FATAL("Failed to read header from file '%s'\n", file_name); /* Parse argument-value list */ chksum_present = 0; for (i = 0; argname[i]; i++) { if (strcmp(argname[i], "version") == 0) { if (strcmp(argval[i], TMAT_PARAM_VERSION) != 0) E_WARN("Version mismatch(%s): %s, expecting %s\n", file_name, argval[i], TMAT_PARAM_VERSION); } else if (strcmp(argname[i], "chksum0") == 0) { chksum_present = 1; /* Ignore the associated value */ } } bio_hdrarg_free(argname, argval); argname = argval = NULL; chksum = 0; /* Read #tmat, #from-states, #to-states, arraysize */ if ((bio_fread(&n_tmat, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_src, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_dst, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&i, sizeof(int32), 1, fp, byteswap, &chksum) != 1)) { E_FATAL("Failed to read header from '%s'\n", file_name); } if (n_tmat >= MAX_INT16) E_FATAL("%s: Number of transition matrices (%d) exceeds limit (%d)\n", file_name, n_tmat, MAX_INT16); t->n_tmat = n_tmat; if (n_dst != n_src + 1) E_FATAL("%s: Unsupported transition matrix. Number of source states (%d) != number of target states (%d)-1\n", file_name, n_src, n_dst); t->n_state = n_src; if (i != t->n_tmat * n_src * n_dst) { E_FATAL ("%s: Invalid transitions. Number of coefficients (%d) doesn't match expected array dimension: %d x %d x %d\n", file_name, i, t->n_tmat, n_src, n_dst); } /* Allocate memory for tmat data */ t->tp = ckd_calloc_3d(t->n_tmat, n_src, n_dst, sizeof(***t->tp)); /* Temporary structure to read in the float data */ tp = ckd_calloc_2d(n_src, n_dst, sizeof(**tp)); /* Read transition matrices, normalize and floor them, and convert to log domain */ tp_per_tmat = n_src * n_dst; for (i = 0; i < t->n_tmat; i++) { if (bio_fread(tp[0], sizeof(float32), tp_per_tmat, fp, byteswap, &chksum) != tp_per_tmat) { E_FATAL("Failed to read transition matrix %d from '%s'\n", i, file_name); } /* Normalize and floor */ for (j = 0; j < n_src; j++) { if (vector_sum_norm(tp[j], n_dst) == 0.0) E_WARN("Normalization failed for transition matrix %d from state %d\n", i, j); vector_nz_floor(tp[j], n_dst, tpfloor); vector_sum_norm(tp[j], n_dst); /* Convert to logs3. */ for (k = 0; k < n_dst; k++) { int ltp; #if 0 /* No, don't do this! It will subtly break 3-state HMMs. */ /* For these ones, we floor them even if they are * zero, otherwise HMM evaluation goes nuts. */ if (k >= j && k-j < 3 && tp[j][k] == 0.0f) tp[j][k] = tpfloor; #endif /* Log and quantize them. */ ltp = -logmath_log(lmath, tp[j][k]) >> SENSCR_SHIFT; if (ltp > 255) ltp = 255; t->tp[i][j][k] = (uint8)ltp; } } } ckd_free_2d(tp); if (chksum_present) bio_verify_chksum(fp, byteswap, chksum); if (fread(&tmp, 1, 1, fp) == 1) E_ERROR("Non-empty file beyond end of data\n"); fclose(fp); if (tmat_chk_uppertri(t, lmath) < 0) E_FATAL("Tmat not upper triangular\n"); if (tmat_chk_1skip(t, lmath) < 0) E_FATAL("Topology not Left-to-Right or Bakis\n"); return t; } void tmat_report(tmat_t * t) { E_INFO_NOFN("Initialization of tmat_t, report:\n"); E_INFO_NOFN("Read %d transition matrices of size %dx%d\n", t->n_tmat, t->n_state, t->n_state + 1); E_INFO_NOFN("\n"); } /* * RAH, Free memory allocated in tmat_init () */ void tmat_free(tmat_t * t) { if (t) { if (t->tp) ckd_free_3d(t->tp); ckd_free(t); } } pocketsphinx-5prealpha/src/libpocketsphinx/ngram_search_fwdflat.c0000664000175000017500000010161312504317100022673 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file ngram_search_fwdflat.c Flat lexicon search. */ /* System headers. */ #include #include /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "ngram_search.h" #include "ps_lattice_internal.h" /* Turn this on to dump channels for debugging */ #define __CHAN_DUMP__ 0 #if __CHAN_DUMP__ #define chan_v_eval(chan) hmm_dump_vit_eval(&(chan)->hmm, stderr) #else #define chan_v_eval(chan) hmm_vit_eval(&(chan)->hmm) #endif static void ngram_fwdflat_expand_all(ngram_search_t *ngs) { int n_words, i; /* For all "real words" (not fillers or /) in the dictionary, * * 1) Add the ones which are in the LM to the fwdflat wordlist * 2) And to the expansion list (since we are expanding all) */ ngs->n_expand_words = 0; n_words = ps_search_n_words(ngs); bitvec_clear_all(ngs->expand_word_flag, ps_search_n_words(ngs)); for (i = 0; i < n_words; ++i) { if (!ngram_model_set_known_wid(ngs->lmset, dict_basewid(ps_search_dict(ngs),i))) continue; ngs->fwdflat_wordlist[ngs->n_expand_words] = i; ngs->expand_word_list[ngs->n_expand_words] = i; bitvec_set(ngs->expand_word_flag, i); ngs->n_expand_words++; } E_INFO("Utterance vocabulary contains %d words\n", ngs->n_expand_words); ngs->expand_word_list[ngs->n_expand_words] = -1; ngs->fwdflat_wordlist[ngs->n_expand_words] = -1; } static void ngram_fwdflat_allocate_1ph(ngram_search_t *ngs) { dict_t *dict = ps_search_dict(ngs); int n_words = ps_search_n_words(ngs); int i, w; /* Allocate single-phone words, since they won't have * been allocated for us by fwdtree initialization. */ ngs->n_1ph_words = 0; for (w = 0; w < n_words; w++) { if (dict_is_single_phone(dict, w)) ++ngs->n_1ph_words; } ngs->single_phone_wid = ckd_calloc(ngs->n_1ph_words, sizeof(*ngs->single_phone_wid)); ngs->rhmm_1ph = ckd_calloc(ngs->n_1ph_words, sizeof(*ngs->rhmm_1ph)); i = 0; for (w = 0; w < n_words; w++) { if (!dict_is_single_phone(dict, w)) continue; /* DICT2PID location */ ngs->rhmm_1ph[i].ciphone = dict_first_phone(dict, w); ngs->rhmm_1ph[i].ci2phone = bin_mdef_silphone(ps_search_acmod(ngs)->mdef); hmm_init(ngs->hmmctx, &ngs->rhmm_1ph[i].hmm, TRUE, /* ssid */ bin_mdef_pid2ssid(ps_search_acmod(ngs)->mdef, ngs->rhmm_1ph[i].ciphone), /* tmatid */ bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, ngs->rhmm_1ph[i].ciphone)); ngs->rhmm_1ph[i].next = NULL; ngs->word_chan[w] = (chan_t *) &(ngs->rhmm_1ph[i]); ngs->single_phone_wid[i] = w; i++; } } static void ngram_fwdflat_free_1ph(ngram_search_t *ngs) { int i, w; int n_words = ps_search_n_words(ngs); for (i = w = 0; w < n_words; ++w) { if (!dict_is_single_phone(ps_search_dict(ngs), w)) continue; hmm_deinit(&ngs->rhmm_1ph[i].hmm); ++i; } ckd_free(ngs->rhmm_1ph); ngs->rhmm_1ph = NULL; ckd_free(ngs->single_phone_wid); } void ngram_fwdflat_init(ngram_search_t *ngs) { int n_words; n_words = ps_search_n_words(ngs); ngs->fwdflat_wordlist = ckd_calloc(n_words + 1, sizeof(*ngs->fwdflat_wordlist)); ngs->expand_word_flag = bitvec_alloc(n_words); ngs->expand_word_list = ckd_calloc(n_words + 1, sizeof(*ngs->expand_word_list)); ngs->frm_wordlist = ckd_calloc(ngs->n_frame_alloc, sizeof(*ngs->frm_wordlist)); ngs->min_ef_width = cmd_ln_int32_r(ps_search_config(ngs), "-fwdflatefwid"); ngs->max_sf_win = cmd_ln_int32_r(ps_search_config(ngs), "-fwdflatsfwin"); E_INFO("fwdflat: min_ef_width = %d, max_sf_win = %d\n", ngs->min_ef_width, ngs->max_sf_win); /* No tree-search; pre-build the expansion list, including all LM words. */ if (!ngs->fwdtree) { /* Build full expansion list from LM words. */ ngram_fwdflat_expand_all(ngs); /* Allocate single phone words. */ ngram_fwdflat_allocate_1ph(ngs); } } void ngram_fwdflat_deinit(ngram_search_t *ngs) { double n_speech = (double)ngs->n_tot_frame / cmd_ln_int32_r(ps_search_config(ngs), "-frate"); E_INFO("TOTAL fwdflat %.2f CPU %.3f xRT\n", ngs->fwdflat_perf.t_tot_cpu, ngs->fwdflat_perf.t_tot_cpu / n_speech); E_INFO("TOTAL fwdflat %.2f wall %.3f xRT\n", ngs->fwdflat_perf.t_tot_elapsed, ngs->fwdflat_perf.t_tot_elapsed / n_speech); /* Free single-phone words if we allocated them. */ if (!ngs->fwdtree) { ngram_fwdflat_free_1ph(ngs); } ckd_free(ngs->fwdflat_wordlist); bitvec_free(ngs->expand_word_flag); ckd_free(ngs->expand_word_list); ckd_free(ngs->frm_wordlist); } int ngram_fwdflat_reinit(ngram_search_t *ngs) { /* Reallocate things that depend on the number of words. */ int n_words; ckd_free(ngs->fwdflat_wordlist); ckd_free(ngs->expand_word_list); bitvec_free(ngs->expand_word_flag); n_words = ps_search_n_words(ngs); ngs->fwdflat_wordlist = ckd_calloc(n_words + 1, sizeof(*ngs->fwdflat_wordlist)); ngs->expand_word_flag = bitvec_alloc(n_words); ngs->expand_word_list = ckd_calloc(n_words + 1, sizeof(*ngs->expand_word_list)); /* No tree-search; take care of the expansion list and single phone words. */ if (!ngs->fwdtree) { /* Free single-phone words. */ ngram_fwdflat_free_1ph(ngs); /* Reallocate word_chan. */ ckd_free(ngs->word_chan); ngs->word_chan = ckd_calloc(dict_size(ps_search_dict(ngs)), sizeof(*ngs->word_chan)); /* Rebuild full expansion list from LM words. */ ngram_fwdflat_expand_all(ngs); /* Allocate single phone words. */ ngram_fwdflat_allocate_1ph(ngs); } /* Otherwise there is nothing to do since the wordlist is * generated anew every utterance. */ return 0; } /** * Find all active words in backpointer table and sort by frame. */ static void build_fwdflat_wordlist(ngram_search_t *ngs) { int32 i, f, sf, ef, wid, nwd; bptbl_t *bp; ps_latnode_t *node, *prevnode, *nextnode; /* No tree-search, use statically allocated wordlist. */ if (!ngs->fwdtree) return; memset(ngs->frm_wordlist, 0, ngs->n_frame_alloc * sizeof(*ngs->frm_wordlist)); /* Scan the backpointer table for all active words and record * their exit frames. */ for (i = 0, bp = ngs->bp_table; i < ngs->bpidx; i++, bp++) { sf = (bp->bp < 0) ? 0 : ngs->bp_table[bp->bp].frame + 1; ef = bp->frame; wid = bp->wid; /* Anything that can be transitioned to in the LM can go in * the word list. */ if (!ngram_model_set_known_wid(ngs->lmset, dict_basewid(ps_search_dict(ngs), wid))) continue; /* Look for it in the wordlist. */ for (node = ngs->frm_wordlist[sf]; node && (node->wid != wid); node = node->next); /* Update last end frame. */ if (node) node->lef = ef; else { /* New node; link to head of list */ node = listelem_malloc(ngs->latnode_alloc); node->wid = wid; node->fef = node->lef = ef; node->next = ngs->frm_wordlist[sf]; ngs->frm_wordlist[sf] = node; } } /* Eliminate "unlikely" words, for which there are too few end points */ for (f = 0; f < ngs->n_frame; f++) { prevnode = NULL; for (node = ngs->frm_wordlist[f]; node; node = nextnode) { nextnode = node->next; /* Word has too few endpoints */ if ((node->lef - node->fef < ngs->min_ef_width) || /* Word is and doesn't actually end in last frame */ ((node->wid == ps_search_finish_wid(ngs)) && (node->lef < ngs->n_frame - 1))) { if (!prevnode) ngs->frm_wordlist[f] = nextnode; else prevnode->next = nextnode; listelem_free(ngs->latnode_alloc, node); } else prevnode = node; } } /* Form overall wordlist for 2nd pass */ nwd = 0; bitvec_clear_all(ngs->word_active, ps_search_n_words(ngs)); for (f = 0; f < ngs->n_frame; f++) { for (node = ngs->frm_wordlist[f]; node; node = node->next) { if (!bitvec_is_set(ngs->word_active, node->wid)) { bitvec_set(ngs->word_active, node->wid); ngs->fwdflat_wordlist[nwd++] = node->wid; } } } ngs->fwdflat_wordlist[nwd] = -1; E_INFO("Utterance vocabulary contains %d words\n", nwd); } /** * Build HMM network for one utterance of fwdflat search. */ static void build_fwdflat_chan(ngram_search_t *ngs) { int32 i, wid, p; root_chan_t *rhmm; chan_t *hmm, *prevhmm; dict_t *dict; dict2pid_t *d2p; dict = ps_search_dict(ngs); d2p = ps_search_dict2pid(ngs); /* Build word HMMs for each word in the lattice. */ for (i = 0; ngs->fwdflat_wordlist[i] >= 0; i++) { wid = ngs->fwdflat_wordlist[i]; /* Single-phone words are permanently allocated */ if (dict_is_single_phone(dict, wid)) continue; assert(ngs->word_chan[wid] == NULL); /* Multiplex root HMM for first phone (one root per word, flat * lexicon). diphone is irrelevant here, for the time being, * at least. */ rhmm = listelem_malloc(ngs->root_chan_alloc); rhmm->ci2phone = dict_second_phone(dict, wid); rhmm->ciphone = dict_first_phone(dict, wid); rhmm->next = NULL; hmm_init(ngs->hmmctx, &rhmm->hmm, TRUE, bin_mdef_pid2ssid(ps_search_acmod(ngs)->mdef, rhmm->ciphone), bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, rhmm->ciphone)); /* HMMs for word-internal phones */ prevhmm = NULL; for (p = 1; p < dict_pronlen(dict, wid) - 1; p++) { hmm = listelem_malloc(ngs->chan_alloc); hmm->ciphone = dict_pron(dict, wid, p); hmm->info.rc_id = (p == dict_pronlen(dict, wid) - 1) ? 0 : -1; hmm->next = NULL; hmm_init(ngs->hmmctx, &hmm->hmm, FALSE, dict2pid_internal(d2p,wid,p), bin_mdef_pid2tmatid(ps_search_acmod(ngs)->mdef, hmm->ciphone)); if (prevhmm) prevhmm->next = hmm; else rhmm->next = hmm; prevhmm = hmm; } /* Right-context phones */ ngram_search_alloc_all_rc(ngs, wid); /* Link in just allocated right-context phones */ if (prevhmm) prevhmm->next = ngs->word_chan[wid]; else rhmm->next = ngs->word_chan[wid]; ngs->word_chan[wid] = (chan_t *) rhmm; } } void ngram_fwdflat_start(ngram_search_t *ngs) { root_chan_t *rhmm; int i; ptmr_reset(&ngs->fwdflat_perf); ptmr_start(&ngs->fwdflat_perf); build_fwdflat_wordlist(ngs); build_fwdflat_chan(ngs); ngs->bpidx = 0; ngs->bss_head = 0; for (i = 0; i < ps_search_n_words(ngs); i++) ngs->word_lat_idx[i] = NO_BP; /* Reset the permanently allocated single-phone words, since they * may have junk left over in them from previous searches. */ for (i = 0; i < ngs->n_1ph_words; i++) { int32 w = ngs->single_phone_wid[i]; rhmm = (root_chan_t *) ngs->word_chan[w]; hmm_clear(&rhmm->hmm); } /* Start search with ; word_chan[] is permanently allocated */ rhmm = (root_chan_t *) ngs->word_chan[ps_search_start_wid(ngs)]; hmm_enter(&rhmm->hmm, 0, NO_BP, 0); ngs->active_word_list[0][0] = ps_search_start_wid(ngs); ngs->n_active_word[0] = 1; ngs->best_score = 0; ngs->renormalized = FALSE; for (i = 0; i < ps_search_n_words(ngs); i++) ngs->last_ltrans[i].sf = -1; if (!ngs->fwdtree) ngs->n_frame = 0; ngs->st.n_fwdflat_chan = 0; ngs->st.n_fwdflat_words = 0; ngs->st.n_fwdflat_word_transition = 0; ngs->st.n_senone_active_utt = 0; } static void compute_fwdflat_sen_active(ngram_search_t *ngs, int frame_idx) { int32 i, nw, w; int32 *awl; root_chan_t *rhmm; chan_t *hmm; acmod_clear_active(ps_search_acmod(ngs)); nw = ngs->n_active_word[frame_idx & 0x1]; awl = ngs->active_word_list[frame_idx & 0x1]; for (i = 0; i < nw; i++) { w = *(awl++); rhmm = (root_chan_t *)ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) == frame_idx) { acmod_activate_hmm(ps_search_acmod(ngs), &rhmm->hmm); } for (hmm = rhmm->next; hmm; hmm = hmm->next) { if (hmm_frame(&hmm->hmm) == frame_idx) { acmod_activate_hmm(ps_search_acmod(ngs), &hmm->hmm); } } } } static void fwdflat_eval_chan(ngram_search_t *ngs, int frame_idx) { int32 i, w, nw, bestscore; int32 *awl; root_chan_t *rhmm; chan_t *hmm; nw = ngs->n_active_word[frame_idx & 0x1]; awl = ngs->active_word_list[frame_idx & 0x1]; bestscore = WORST_SCORE; ngs->st.n_fwdflat_words += nw; /* Scan all active words. */ for (i = 0; i < nw; i++) { w = *(awl++); rhmm = (root_chan_t *) ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) == frame_idx) { int32 score = chan_v_eval(rhmm); if ((score BETTER_THAN bestscore) && (w != ps_search_finish_wid(ngs))) bestscore = score; ngs->st.n_fwdflat_chan++; } for (hmm = rhmm->next; hmm; hmm = hmm->next) { if (hmm_frame(&hmm->hmm) == frame_idx) { int32 score = chan_v_eval(hmm); if (score BETTER_THAN bestscore) bestscore = score; ngs->st.n_fwdflat_chan++; } } } ngs->best_score = bestscore; } static void fwdflat_prune_chan(ngram_search_t *ngs, int frame_idx) { int32 i, nw, cf, nf, w, pip, newscore, thresh, wordthresh; int32 *awl; root_chan_t *rhmm; chan_t *hmm, *nexthmm; cf = frame_idx; nf = cf + 1; nw = ngs->n_active_word[cf & 0x1]; awl = ngs->active_word_list[cf & 0x1]; bitvec_clear_all(ngs->word_active, ps_search_n_words(ngs)); thresh = ngs->best_score + ngs->fwdflatbeam; wordthresh = ngs->best_score + ngs->fwdflatwbeam; pip = ngs->pip; E_DEBUG(3,("frame %d thresh %d wordthresh %d\n", frame_idx, thresh, wordthresh)); /* Scan all active words. */ for (i = 0; i < nw; i++) { w = *(awl++); rhmm = (root_chan_t *) ngs->word_chan[w]; /* Propagate active root channels */ if (hmm_frame(&rhmm->hmm) == cf && hmm_bestscore(&rhmm->hmm) BETTER_THAN thresh) { hmm_frame(&rhmm->hmm) = nf; bitvec_set(ngs->word_active, w); /* Transitions out of root channel */ newscore = hmm_out_score(&rhmm->hmm); if (rhmm->next) { assert(!dict_is_single_phone(ps_search_dict(ngs), w)); newscore += pip; if (newscore BETTER_THAN thresh) { hmm = rhmm->next; /* Enter all right context phones */ if (hmm->info.rc_id >= 0) { for (; hmm; hmm = hmm->next) { if ((hmm_frame(&hmm->hmm) < cf) || (newscore BETTER_THAN hmm_in_score(&hmm->hmm))) { hmm_enter(&hmm->hmm, newscore, hmm_out_history(&rhmm->hmm), nf); } } } /* Just a normal word internal phone */ else { if ((hmm_frame(&hmm->hmm) < cf) || (newscore BETTER_THAN hmm_in_score(&hmm->hmm))) { hmm_enter(&hmm->hmm, newscore, hmm_out_history(&rhmm->hmm), nf); } } } } else { assert(dict_is_single_phone(ps_search_dict(ngs), w)); /* Word exit for single-phone words (where did their * whmms come from?) (either from * ngram_search_fwdtree, or from * ngram_fwdflat_allocate_1ph(), that's where) */ if (newscore BETTER_THAN wordthresh) { ngram_search_save_bp(ngs, cf, w, newscore, hmm_out_history(&rhmm->hmm), 0); } } } /* Transitions out of non-root channels. */ for (hmm = rhmm->next; hmm; hmm = hmm->next) { if (hmm_frame(&hmm->hmm) >= cf) { /* Propagate forward HMMs inside the beam. */ if (hmm_bestscore(&hmm->hmm) BETTER_THAN thresh) { hmm_frame(&hmm->hmm) = nf; bitvec_set(ngs->word_active, w); newscore = hmm_out_score(&hmm->hmm); /* Word-internal phones */ if (hmm->info.rc_id < 0) { newscore += pip; if (newscore BETTER_THAN thresh) { nexthmm = hmm->next; /* Enter all right-context phones. */ if (nexthmm->info.rc_id >= 0) { for (; nexthmm; nexthmm = nexthmm->next) { if ((hmm_frame(&nexthmm->hmm) < cf) || (newscore BETTER_THAN hmm_in_score(&nexthmm->hmm))) { hmm_enter(&nexthmm->hmm, newscore, hmm_out_history(&hmm->hmm), nf); } } } /* Enter single word-internal phone. */ else { if ((hmm_frame(&nexthmm->hmm) < cf) || (newscore BETTER_THAN hmm_in_score(&nexthmm->hmm))) { hmm_enter(&nexthmm->hmm, newscore, hmm_out_history(&hmm->hmm), nf); } } } } /* Right-context phones - apply word beam and exit. */ else { if (newscore BETTER_THAN wordthresh) { ngram_search_save_bp(ngs, cf, w, newscore, hmm_out_history(&hmm->hmm), hmm->info.rc_id); } } } /* Zero out inactive HMMs. */ else if (hmm_frame(&hmm->hmm) != nf) { hmm_clear_scores(&hmm->hmm); } } } } } static void get_expand_wordlist(ngram_search_t *ngs, int32 frm, int32 win) { int32 f, sf, ef; ps_latnode_t *node; if (!ngs->fwdtree) { ngs->st.n_fwdflat_word_transition += ngs->n_expand_words; return; } sf = frm - win; if (sf < 0) sf = 0; ef = frm + win; if (ef > ngs->n_frame) ef = ngs->n_frame; bitvec_clear_all(ngs->expand_word_flag, ps_search_n_words(ngs)); ngs->n_expand_words = 0; for (f = sf; f < ef; f++) { for (node = ngs->frm_wordlist[f]; node; node = node->next) { if (!bitvec_is_set(ngs->expand_word_flag, node->wid)) { ngs->expand_word_list[ngs->n_expand_words++] = node->wid; bitvec_set(ngs->expand_word_flag, node->wid); } } } ngs->expand_word_list[ngs->n_expand_words] = -1; ngs->st.n_fwdflat_word_transition += ngs->n_expand_words; } static void fwdflat_word_transition(ngram_search_t *ngs, int frame_idx) { int32 cf, nf, b, thresh, pip, i, nw, w, newscore; int32 best_silrc_score = 0, best_silrc_bp = 0; /* FIXME: good defaults? */ bptbl_t *bp; int32 *rcss; root_chan_t *rhmm; int32 *awl; float32 lwf; dict_t *dict = ps_search_dict(ngs); dict2pid_t *d2p = ps_search_dict2pid(ngs); cf = frame_idx; nf = cf + 1; thresh = ngs->best_score + ngs->fwdflatbeam; pip = ngs->pip; best_silrc_score = WORST_SCORE; lwf = ngs->fwdflat_fwdtree_lw_ratio; /* Search for all words starting within a window of this frame. * These are the successors for words exiting now. */ get_expand_wordlist(ngs, cf, ngs->max_sf_win); /* Scan words exited in current frame */ for (b = ngs->bp_table_idx[cf]; b < ngs->bpidx; b++) { xwdssid_t *rssid; int32 silscore; bp = ngs->bp_table + b; ngs->word_lat_idx[bp->wid] = NO_BP; if (bp->wid == ps_search_finish_wid(ngs)) continue; /* DICT2PID location */ /* Get the mapping from right context phone ID to index in the * right context table and the bscore_stack. */ rcss = ngs->bscore_stack + bp->s_idx; if (bp->last2_phone == -1) rssid = NULL; else rssid = dict2pid_rssid(d2p, bp->last_phone, bp->last2_phone); /* Transition to all successor words. */ for (i = 0; ngs->expand_word_list[i] >= 0; i++) { int32 n_used; w = ngs->expand_word_list[i]; /* Get the exit score we recorded in save_bwd_ptr(), or * something approximating it. */ if (rssid) newscore = rcss[rssid->cimap[dict_first_phone(dict, w)]]; else newscore = bp->score; if (newscore == WORST_SCORE) continue; /* FIXME: Floating point... */ newscore += lwf * (ngram_tg_score(ngs->lmset, dict_basewid(dict, w), bp->real_wid, bp->prev_real_wid, &n_used) >> SENSCR_SHIFT); newscore += pip; /* Enter the next word */ if (newscore BETTER_THAN thresh) { rhmm = (root_chan_t *) ngs->word_chan[w]; if ((hmm_frame(&rhmm->hmm) < cf) || (newscore BETTER_THAN hmm_in_score(&rhmm->hmm))) { hmm_enter(&rhmm->hmm, newscore, b, nf); /* DICT2PID: This is where mpx ssids get introduced. */ /* Look up the ssid to use when entering this mpx triphone. */ hmm_mpx_ssid(&rhmm->hmm, 0) = dict2pid_ldiph_lc(d2p, rhmm->ciphone, rhmm->ci2phone, dict_last_phone(dict, bp->wid)); assert(IS_S3SSID(hmm_mpx_ssid(&rhmm->hmm, 0))); E_DEBUG(6,("ssid %d(%d,%d) = %d\n", rhmm->ciphone, dict_last_phone(dict, bp->wid), rhmm->ci2phone, hmm_mpx_ssid(&rhmm->hmm, 0))); bitvec_set(ngs->word_active, w); } } } /* Get the best exit into silence. */ if (rssid) silscore = rcss[rssid->cimap[ps_search_acmod(ngs)->mdef->sil]]; else silscore = bp->score; if (silscore BETTER_THAN best_silrc_score) { best_silrc_score = silscore; best_silrc_bp = b; } } /* Transition to */ newscore = best_silrc_score + ngs->silpen + pip; if ((newscore BETTER_THAN thresh) && (newscore BETTER_THAN WORST_SCORE)) { w = ps_search_silence_wid(ngs); rhmm = (root_chan_t *) ngs->word_chan[w]; if ((hmm_frame(&rhmm->hmm) < cf) || (newscore BETTER_THAN hmm_in_score(&rhmm->hmm))) { hmm_enter(&rhmm->hmm, newscore, best_silrc_bp, nf); bitvec_set(ngs->word_active, w); } } /* Transition to noise words */ newscore = best_silrc_score + ngs->fillpen + pip; if ((newscore BETTER_THAN thresh) && (newscore BETTER_THAN WORST_SCORE)) { for (w = dict_filler_start(dict); w <= dict_filler_end(dict); w++) { if (w == ps_search_silence_wid(ngs)) continue; rhmm = (root_chan_t *) ngs->word_chan[w]; /* Noise words that aren't a single phone will have NULL here. */ if (rhmm == NULL) continue; if ((hmm_frame(&rhmm->hmm) < cf) || (newscore BETTER_THAN hmm_in_score(&rhmm->hmm))) { hmm_enter(&rhmm->hmm, newscore, best_silrc_bp, nf); bitvec_set(ngs->word_active, w); } } } /* Reset initial channels of words that have become inactive even after word trans. */ nw = ngs->n_active_word[cf & 0x1]; awl = ngs->active_word_list[cf & 0x1]; for (i = 0; i < nw; i++) { w = *(awl++); rhmm = (root_chan_t *) ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) == cf) { hmm_clear_scores(&rhmm->hmm); } } } static void fwdflat_renormalize_scores(ngram_search_t *ngs, int frame_idx, int32 norm) { root_chan_t *rhmm; chan_t *hmm; int32 i, nw, cf, w, *awl; cf = frame_idx; /* Renormalize individual word channels */ nw = ngs->n_active_word[cf & 0x1]; awl = ngs->active_word_list[cf & 0x1]; for (i = 0; i < nw; i++) { w = *(awl++); rhmm = (root_chan_t *) ngs->word_chan[w]; if (hmm_frame(&rhmm->hmm) == cf) { hmm_normalize(&rhmm->hmm, norm); } for (hmm = rhmm->next; hmm; hmm = hmm->next) { if (hmm_frame(&hmm->hmm) == cf) { hmm_normalize(&hmm->hmm, norm); } } } ngs->renormalized = TRUE; } int ngram_fwdflat_search(ngram_search_t *ngs, int frame_idx) { int16 const *senscr; int32 nf, i, j; int32 *nawl; /* Activate our HMMs for the current frame if need be. */ if (!ps_search_acmod(ngs)->compallsen) compute_fwdflat_sen_active(ngs, frame_idx); /* Compute GMM scores for the current frame. */ senscr = acmod_score(ps_search_acmod(ngs), &frame_idx); ngs->st.n_senone_active_utt += ps_search_acmod(ngs)->n_senone_active; /* Mark backpointer table for current frame. */ ngram_search_mark_bptable(ngs, frame_idx); /* If the best score is equal to or worse than WORST_SCORE, * recognition has failed, don't bother to keep trying. */ if (ngs->best_score == WORST_SCORE || ngs->best_score WORSE_THAN WORST_SCORE) return 0; /* Renormalize if necessary */ if (ngs->best_score + (2 * ngs->beam) WORSE_THAN WORST_SCORE) { E_INFO("Renormalizing Scores at frame %d, best score %d\n", frame_idx, ngs->best_score); fwdflat_renormalize_scores(ngs, frame_idx, ngs->best_score); } ngs->best_score = WORST_SCORE; hmm_context_set_senscore(ngs->hmmctx, senscr); /* Evaluate HMMs */ fwdflat_eval_chan(ngs, frame_idx); /* Prune HMMs and do phone transitions. */ fwdflat_prune_chan(ngs, frame_idx); /* Do word transitions. */ fwdflat_word_transition(ngs, frame_idx); /* Create next active word list, skip fillers */ nf = frame_idx + 1; nawl = ngs->active_word_list[nf & 0x1]; for (i = 0, j = 0; ngs->fwdflat_wordlist[i] >= 0; i++) { int32 wid = ngs->fwdflat_wordlist[i]; if (bitvec_is_set(ngs->word_active, wid) && wid < ps_search_start_wid(ngs)) { *(nawl++) = wid; j++; } } /* Add fillers */ for (i = ps_search_start_wid(ngs); i < ps_search_n_words(ngs); i++) { if (bitvec_is_set(ngs->word_active, i)) { *(nawl++) = i; j++; } } if (!ngs->fwdtree) ++ngs->n_frame; ngs->n_active_word[nf & 0x1] = j; /* Return the number of frames processed. */ return 1; } /** * Destroy wordlist from the current utterance. */ static void destroy_fwdflat_wordlist(ngram_search_t *ngs) { ps_latnode_t *node, *tnode; int32 f; if (!ngs->fwdtree) return; for (f = 0; f < ngs->n_frame; f++) { for (node = ngs->frm_wordlist[f]; node; node = tnode) { tnode = node->next; listelem_free(ngs->latnode_alloc, node); } } } /** * Free HMM network for one utterance of fwdflat search. */ static void destroy_fwdflat_chan(ngram_search_t *ngs) { int32 i, wid; for (i = 0; ngs->fwdflat_wordlist[i] >= 0; i++) { root_chan_t *rhmm; chan_t *thmm; wid = ngs->fwdflat_wordlist[i]; if (dict_is_single_phone(ps_search_dict(ngs),wid)) continue; assert(ngs->word_chan[wid] != NULL); /* The first HMM in ngs->word_chan[wid] was allocated with * ngs->root_chan_alloc, but this will attempt to free it * using ngs->chan_alloc, which will not work. Therefore we * free it manually and move the list forward before handing * it off. */ rhmm = (root_chan_t *)ngs->word_chan[wid]; thmm = rhmm->next; listelem_free(ngs->root_chan_alloc, rhmm); ngs->word_chan[wid] = thmm; ngram_search_free_all_rc(ngs, wid); } } void ngram_fwdflat_finish(ngram_search_t *ngs) { int32 cf; destroy_fwdflat_chan(ngs); destroy_fwdflat_wordlist(ngs); bitvec_clear_all(ngs->word_active, ps_search_n_words(ngs)); /* This is the number of frames processed. */ cf = ps_search_acmod(ngs)->output_frame; /* Add a mark in the backpointer table for one past the final frame. */ ngram_search_mark_bptable(ngs, cf); ptmr_stop(&ngs->fwdflat_perf); /* Print out some statistics. */ if (cf > 0) { double n_speech = (double)(cf + 1) / cmd_ln_int32_r(ps_search_config(ngs), "-frate"); E_INFO("%8d words recognized (%d/fr)\n", ngs->bpidx, (ngs->bpidx + (cf >> 1)) / (cf + 1)); E_INFO("%8d senones evaluated (%d/fr)\n", ngs->st.n_senone_active_utt, (ngs->st.n_senone_active_utt + (cf >> 1)) / (cf + 1)); E_INFO("%8d channels searched (%d/fr)\n", ngs->st.n_fwdflat_chan, ngs->st.n_fwdflat_chan / (cf + 1)); E_INFO("%8d words searched (%d/fr)\n", ngs->st.n_fwdflat_words, ngs->st.n_fwdflat_words / (cf + 1)); E_INFO("%8d word transitions (%d/fr)\n", ngs->st.n_fwdflat_word_transition, ngs->st.n_fwdflat_word_transition / (cf + 1)); E_INFO("fwdflat %.2f CPU %.3f xRT\n", ngs->fwdflat_perf.t_cpu, ngs->fwdflat_perf.t_cpu / n_speech); E_INFO("fwdflat %.2f wall %.3f xRT\n", ngs->fwdflat_perf.t_elapsed, ngs->fwdflat_perf.t_elapsed / n_speech); } } pocketsphinx-5prealpha/src/libpocketsphinx/ms_gauden.h0000664000175000017500000001326612504317100020510 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ #ifndef _LIBFBS_GAUDEN_H_ #define _LIBFBS_GAUDEN_H_ /** \file ms_gauden.h * \brief (Sphinx 3.0 specific) Gaussian density module. * * Gaussian density distribution implementation. There are two major * difference bettwen ms_gauden and cont_mgau. One is the fact that * ms_gauden only take cares of the Gaussian computation part where * cont_mgau actually take care of senone computation as well. The * other is the fact that ms_gauden is a multi-stream implementation * of GMM computation. * */ /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "vector.h" #include "pocketsphinx_internal.h" #include "hmm.h" #ifdef __cplusplus extern "C" { #endif /** * \struct gauden_dist_t * \brief Structure to store distance (density) values for a given input observation wrt density values in some given codebook. */ typedef struct { int32 id; /**< Index of codeword (gaussian density) */ mfcc_t dist; /**< Density value for input observation wrt above codeword; NOTE: result in logs3 domain, but var_t used for speed */ } gauden_dist_t; /** * \struct gauden_t * \brief Multivariate gaussian mixture density parameters */ typedef struct { mfcc_t ****mean; /**< mean[codebook][feature][codeword] vector */ mfcc_t ****var; /**< like mean; diagonal covariance vector only */ mfcc_t ***det; /**< log(determinant) for each variance vector; actually, log(sqrt(2*pi*det)) */ logmath_t *lmath; /**< log math computation */ int32 n_mgau; /**< Number codebooks */ int32 n_feat; /**< Number feature streams in each codebook */ int32 n_density; /**< Number gaussian densities in each codebook-feature stream */ int32 *featlen; /**< feature length for each feature */ } gauden_t; /** * Read mixture gaussian codebooks from the given files. Allocate memory space needed * for them. Apply the specified variance floor value. * Return value: ptr to the model created; NULL if error. * (See Sphinx3 model file-format documentation.) */ gauden_t * gauden_init (char const *meanfile,/**< Input: File containing means of mixture gaussians */ char const *varfile,/**< Input: File containing variances of mixture gaussians */ float32 varfloor, /**< Input: Floor value to be applied to variances */ logmath_t *lmath ); /** Release memory allocated by gauden_init. */ void gauden_free(gauden_t *g); /**< In: The gauden_t to free */ /** Transform Gaussians according to an MLLR matrix (or, eventually, more). */ int32 gauden_mllr_transform(gauden_t *s, ps_mllr_t *mllr, cmd_ln_t *config); /** * Compute gaussian density values for the given input observation vector wrt the * specified mixture gaussian codebook (which may consist of several feature streams). * Density values are left UNnormalized. * @return 0 if successful, -1 otherwise. */ int32 gauden_dist (gauden_t *g, /**< In: handle to entire ensemble of codebooks */ int mgau, /**< In: codebook for which density values to be evaluated (g->{mean,var}[mgau]) */ int n_top, /**< In: Number top densities to be evaluated */ mfcc_t **obs, /**< In: Observation vector; obs[f] = for feature f */ gauden_dist_t **out_dist /**< Out: n_top best codewords and density values, in worsening order, for each feature stream. out_dist[f][i] = i-th best density for feature f. Caller must allocate memory for this output */ ); /** Dump the definitionn of Gaussian distribution. */ void gauden_dump (const gauden_t *g /**< In: Gaussian distribution g*/ ); /** Dump the definition of Gaussian distribution of a particular index to the standard output stream */ void gauden_dump_ind (const gauden_t *g, /**< In: Gaussian distribution g*/ int senidx /**< In: The senone index of the Gaussian */ ); #ifdef __cplusplus } #endif #endif /* GAUDEN_H */ pocketsphinx-5prealpha/src/libpocketsphinx/dict.c0000664000175000017500000003435712520771215017501 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* System headers. */ #include /* SphinxBase headers. */ #include #include /* Local headers. */ #include "dict.h" #define DELIM " \t\n" /* Set of field separator characters */ #define DEFAULT_NUM_PHONE (MAX_S3CIPID+1) #if WIN32 #define snprintf sprintf_s #endif extern const char *const cmu6_lts_phone_table[]; static s3cipid_t dict_ciphone_id(dict_t * d, const char *str) { if (d->nocase) return bin_mdef_ciphone_id_nocase(d->mdef, str); else return bin_mdef_ciphone_id(d->mdef, str); } const char * dict_ciphone_str(dict_t * d, s3wid_t wid, int32 pos) { assert(d != NULL); assert((wid >= 0) && (wid < d->n_word)); assert((pos >= 0) && (pos < d->word[wid].pronlen)); return bin_mdef_ciphone_str(d->mdef, d->word[wid].ciphone[pos]); } s3wid_t dict_add_word(dict_t * d, char const *word, s3cipid_t const * p, int32 np) { int32 len; dictword_t *wordp; s3wid_t newwid; char *wword; if (d->n_word >= d->max_words) { E_INFO("Reallocating to %d KiB for word entries\n", (d->max_words + S3DICT_INC_SZ) * sizeof(dictword_t) / 1024); d->word = (dictword_t *) ckd_realloc(d->word, (d->max_words + S3DICT_INC_SZ) * sizeof(dictword_t)); d->max_words = d->max_words + S3DICT_INC_SZ; } wordp = d->word + d->n_word; wordp->word = (char *) ckd_salloc(word); /* Freed in dict_free */ /* Determine base/alt wids */ wword = ckd_salloc(word); if ((len = dict_word2basestr(wword)) > 0) { int32 w; /* Truncated to a baseword string; find its ID */ if (hash_table_lookup_int32(d->ht, wword, &w) < 0) { E_ERROR("Missing base word for: %s\n", word); ckd_free(wword); ckd_free(wordp->word); wordp->word = NULL; return BAD_S3WID; } /* Link into alt list */ wordp->basewid = w; wordp->alt = d->word[w].alt; d->word[w].alt = d->n_word; } else { wordp->alt = BAD_S3WID; wordp->basewid = d->n_word; } ckd_free(wword); /* Associate word string with d->n_word in hash table */ if (hash_table_enter_int32(d->ht, wordp->word, d->n_word) != d->n_word) { ckd_free(wordp->word); wordp->word = NULL; return BAD_S3WID; } /* Fill in word entry, and set defaults */ if (p && (np > 0)) { wordp->ciphone = (s3cipid_t *) ckd_malloc(np * sizeof(s3cipid_t)); /* Freed in dict_free */ memcpy(wordp->ciphone, p, np * sizeof(s3cipid_t)); wordp->pronlen = np; } else { wordp->ciphone = NULL; wordp->pronlen = 0; } newwid = d->n_word++; return newwid; } static int32 dict_read(FILE * fp, dict_t * d) { lineiter_t *li; char **wptr; s3cipid_t *p; int32 lineno, nwd; s3wid_t w; int32 i, maxwd; size_t stralloc, phnalloc; maxwd = 512; p = (s3cipid_t *) ckd_calloc(maxwd + 4, sizeof(*p)); wptr = (char **) ckd_calloc(maxwd, sizeof(char *)); /* Freed below */ lineno = 0; stralloc = phnalloc = 0; for (li = lineiter_start(fp); li; li = lineiter_next(li)) { lineno++; if (0 == strncmp(li->buf, "##", 2) || 0 == strncmp(li->buf, ";;", 2)) continue; if ((nwd = str2words(li->buf, wptr, maxwd)) < 0) { /* Increase size of p, wptr. */ nwd = str2words(li->buf, NULL, 0); assert(nwd > maxwd); /* why else would it fail? */ maxwd = nwd; p = (s3cipid_t *) ckd_realloc(p, (maxwd + 4) * sizeof(*p)); wptr = (char **) ckd_realloc(wptr, maxwd * sizeof(*wptr)); } if (nwd == 0) /* Empty line */ continue; /* wptr[0] is the word-string and wptr[1..nwd-1] the pronunciation sequence */ if (nwd == 1) { E_ERROR("Line %d: No pronunciation for word '%s'; ignored\n", lineno, wptr[0]); continue; } /* Convert pronunciation string to CI-phone-ids */ for (i = 1; i < nwd; i++) { p[i - 1] = dict_ciphone_id(d, wptr[i]); if (NOT_S3CIPID(p[i - 1])) { E_ERROR("Line %d: Phone '%s' is mising in the acoustic model; word '%s' ignored\n", lineno, wptr[i], wptr[0]); break; } } if (i == nwd) { /* All CI-phones successfully converted to IDs */ w = dict_add_word(d, wptr[0], p, nwd - 1); if (NOT_S3WID(w)) E_ERROR ("Line %d: Failed to add the word '%s' (duplicate?); ignored\n", lineno, wptr[0]); else { stralloc += strlen(d->word[w].word); phnalloc += d->word[w].pronlen * sizeof(s3cipid_t); } } } E_INFO("Allocated %d KiB for strings, %d KiB for phones\n", (int)stralloc / 1024, (int)phnalloc / 1024); ckd_free(p); ckd_free(wptr); return 0; } int dict_write(dict_t *dict, char const *filename, char const *format) { FILE *fh; int i; if ((fh = fopen(filename, "w")) == NULL) { E_ERROR_SYSTEM("Failed to open '%s'", filename); return -1; } for (i = 0; i < dict->n_word; ++i) { char *phones; int j, phlen; if (!dict_real_word(dict, i)) continue; for (phlen = j = 0; j < dict_pronlen(dict, i); ++j) phlen += strlen(dict_ciphone_str(dict, i, j)) + 1; phones = ckd_calloc(1, phlen); for (j = 0; j < dict_pronlen(dict, i); ++j) { strcat(phones, dict_ciphone_str(dict, i, j)); if (j != dict_pronlen(dict, i) - 1) strcat(phones, " "); } fprintf(fh, "%-30s %s\n", dict_wordstr(dict, i), phones); ckd_free(phones); } fclose(fh); return 0; } dict_t * dict_init(cmd_ln_t *config, bin_mdef_t * mdef) { FILE *fp, *fp2; int32 n; lineiter_t *li; dict_t *d; s3cipid_t sil; char const *dictfile = NULL, *fillerfile = NULL; if (config) { dictfile = cmd_ln_str_r(config, "-dict"); fillerfile = cmd_ln_str_r(config, "-fdict"); } /* * First obtain #words in dictionary (for hash table allocation). * Reason: The PC NT system doesn't like to grow memory gradually. Better to allocate * all the required memory in one go. */ fp = NULL; n = 0; if (dictfile) { if ((fp = fopen(dictfile, "r")) == NULL) { E_ERROR_SYSTEM("Failed to open dictionary file '%s' for reading", dictfile); return NULL; } for (li = lineiter_start(fp); li; li = lineiter_next(li)) { if (0 != strncmp(li->buf, "##", 2) && 0 != strncmp(li->buf, ";;", 2)) n++; } fseek(fp, 0L, SEEK_SET); } fp2 = NULL; if (fillerfile) { if ((fp2 = fopen(fillerfile, "r")) == NULL) { E_ERROR_SYSTEM("Failed to open filler dictionary file '%s' for reading", fillerfile); fclose(fp); return NULL; } for (li = lineiter_start(fp2); li; li = lineiter_next(li)) { if (0 != strncmp(li->buf, "##", 2) && 0 != strncmp(li->buf, ";;", 2)) n++; } fseek(fp2, 0L, SEEK_SET); } /* * Allocate dict entries. HACK!! Allow some extra entries for words not in file. * Also check for type size restrictions. */ d = (dict_t *) ckd_calloc(1, sizeof(dict_t)); /* freed in dict_free() */ d->refcnt = 1; d->max_words = (n + S3DICT_INC_SZ < MAX_S3WID) ? n + S3DICT_INC_SZ : MAX_S3WID; if (n >= MAX_S3WID) { E_ERROR("Number of words in dictionaries (%d) exceeds limit (%d)\n", n, MAX_S3WID); fclose(fp); fclose(fp2); ckd_free(d); return NULL; } E_INFO("Allocating %d * %d bytes (%d KiB) for word entries\n", d->max_words, sizeof(dictword_t), d->max_words * sizeof(dictword_t) / 1024); d->word = (dictword_t *) ckd_calloc(d->max_words, sizeof(dictword_t)); /* freed in dict_free() */ d->n_word = 0; if (mdef) d->mdef = bin_mdef_retain(mdef); /* Create new hash table for word strings; case-insensitive word strings */ if (config && cmd_ln_exists_r(config, "-dictcase")) d->nocase = cmd_ln_boolean_r(config, "-dictcase"); d->ht = hash_table_new(d->max_words, d->nocase); /* Digest main dictionary file */ if (fp) { E_INFO("Reading main dictionary: %s\n", dictfile); dict_read(fp, d); fclose(fp); E_INFO("%d words read\n", d->n_word); } if (dict_wordid(d, S3_START_WORD) != BAD_S3WID) { E_ERROR("Remove sentence start word '' from the dictionary\n"); dict_free(d); return NULL; } if (dict_wordid(d, S3_FINISH_WORD) != BAD_S3WID) { E_ERROR("Remove sentence start word '' from the dictionary\n"); dict_free(d); return NULL; } if (dict_wordid(d, S3_SILENCE_WORD) != BAD_S3WID) { E_ERROR("Remove silence word '' from the dictionary\n"); dict_free(d); return NULL; } /* Now the filler dictionary file, if it exists */ d->filler_start = d->n_word; if (fillerfile) { E_INFO("Reading filler dictionary: %s\n", fillerfile); dict_read(fp2, d); fclose(fp2); E_INFO("%d words read\n", d->n_word - d->filler_start); } if (mdef) sil = bin_mdef_silphone(mdef); else sil = 0; if (dict_wordid(d, S3_START_WORD) == BAD_S3WID) { dict_add_word(d, S3_START_WORD, &sil, 1); } if (dict_wordid(d, S3_FINISH_WORD) == BAD_S3WID) { dict_add_word(d, S3_FINISH_WORD, &sil, 1); } if (dict_wordid(d, S3_SILENCE_WORD) == BAD_S3WID) { dict_add_word(d, S3_SILENCE_WORD, &sil, 1); } d->filler_end = d->n_word - 1; /* Initialize distinguished word-ids */ d->startwid = dict_wordid(d, S3_START_WORD); d->finishwid = dict_wordid(d, S3_FINISH_WORD); d->silwid = dict_wordid(d, S3_SILENCE_WORD); if ((d->filler_start > d->filler_end) || (!dict_filler_word(d, d->silwid))) { E_ERROR("Word '%s' must occur (only) in filler dictionary\n", S3_SILENCE_WORD); dict_free(d); return NULL; } /* No check that alternative pronunciations for filler words are in filler range!! */ return d; } s3wid_t dict_wordid(dict_t *d, const char *word) { int32 w; assert(d); assert(word); if (hash_table_lookup_int32(d->ht, word, &w) < 0) return (BAD_S3WID); return w; } int dict_filler_word(dict_t *d, s3wid_t w) { assert(d); assert((w >= 0) && (w < d->n_word)); w = dict_basewid(d, w); if ((w == d->startwid) || (w == d->finishwid)) return 0; if ((w >= d->filler_start) && (w <= d->filler_end)) return 1; return 0; } int dict_real_word(dict_t *d, s3wid_t w) { assert(d); assert((w >= 0) && (w < d->n_word)); w = dict_basewid(d, w); if ((w == d->startwid) || (w == d->finishwid)) return 0; if ((w >= d->filler_start) && (w <= d->filler_end)) return 0; return 1; } int32 dict_word2basestr(char *word) { int32 i, len; len = strlen(word); if (word[len - 1] == ')') { for (i = len - 2; (i > 0) && (word[i] != '('); --i); if (i > 0) { /* The word is of the form (...); strip from left-paren */ word[i] = '\0'; return i; } } return -1; } dict_t * dict_retain(dict_t *d) { ++d->refcnt; return d; } int dict_free(dict_t * d) { int i; dictword_t *word; if (d == NULL) return 0; if (--d->refcnt > 0) return d->refcnt; /* First Step, free all memory allocated for each word */ for (i = 0; i < d->n_word; i++) { word = (dictword_t *) & (d->word[i]); if (word->word) ckd_free((void *) word->word); if (word->ciphone) ckd_free((void *) word->ciphone); } if (d->word) ckd_free((void *) d->word); if (d->ht) hash_table_free(d->ht); if (d->mdef) bin_mdef_free(d->mdef); ckd_free((void *) d); return 0; } void dict_report(dict_t * d) { E_INFO_NOFN("Initialization of dict_t, report:\n"); E_INFO_NOFN("Max word: %d\n", d->max_words); E_INFO_NOFN("No of word: %d\n", d->n_word); E_INFO_NOFN("\n"); } pocketsphinx-5prealpha/src/libpocketsphinx/state_align_search.c0000664000175000017500000002352712520771215022372 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file state_align_search.c State (and phone and word) alignment search. */ #include "state_align_search.h" static int state_align_search_start(ps_search_t *search) { state_align_search_t *sas = (state_align_search_t *)search; /* Activate the initial state. */ hmm_enter(sas->hmms, 0, 0, 0); return 0; } static void renormalize_hmms(state_align_search_t *sas, int frame_idx, int32 norm) { int i; for (i = 0; i < sas->n_phones; ++i) hmm_normalize(sas->hmms + i, norm); } static int32 evaluate_hmms(state_align_search_t *sas, int16 const *senscr, int frame_idx) { int32 bs = WORST_SCORE; int i; hmm_context_set_senscore(sas->hmmctx, senscr); for (i = 0; i < sas->n_phones; ++i) { hmm_t *hmm = sas->hmms + i; int32 score; if (hmm_frame(hmm) < frame_idx) continue; score = hmm_vit_eval(hmm); if (score BETTER_THAN bs) { bs = score; } } return bs; } static void prune_hmms(state_align_search_t *sas, int frame_idx) { int nf = frame_idx + 1; int i; /* Check all phones to see if they remain active in the next frame. */ for (i = 0; i < sas->n_phones; ++i) { hmm_t *hmm = sas->hmms + i; if (hmm_frame(hmm) < frame_idx) continue; hmm_frame(hmm) = nf; } } static void phone_transition(state_align_search_t *sas, int frame_idx) { int nf = frame_idx + 1; int i; for (i = 0; i < sas->n_phones - 1; ++i) { hmm_t *hmm, *nhmm; int32 newphone_score; hmm = sas->hmms + i; if (hmm_frame(hmm) != nf) continue; newphone_score = hmm_out_score(hmm); /* Transition into next phone using the usual Viterbi rule. */ nhmm = hmm + 1; if (hmm_frame(nhmm) < frame_idx || newphone_score BETTER_THAN hmm_in_score(nhmm)) { hmm_enter(nhmm, newphone_score, hmm_out_history(hmm), nf); } } } #define TOKEN_STEP 20 static void extend_tokenstack(state_align_search_t *sas, int frame_idx) { if (frame_idx >= sas->n_fr_alloc) { sas->n_fr_alloc = frame_idx + TOKEN_STEP + 1; sas->tokens = ckd_realloc(sas->tokens, sas->n_emit_state * sas->n_fr_alloc * sizeof(*sas->tokens)); } memset(sas->tokens + frame_idx * sas->n_emit_state, 0xff, sas->n_emit_state * sizeof(*sas->tokens)); } static void record_transitions(state_align_search_t *sas, int frame_idx) { state_align_hist_t *tokens; int i; /* Push another frame of tokens on the stack. */ extend_tokenstack(sas, frame_idx); tokens = sas->tokens + frame_idx * sas->n_emit_state; /* Scan all active HMMs */ for (i = 0; i < sas->n_phones; ++i) { hmm_t *hmm = sas->hmms + i; int j; if (hmm_frame(hmm) < frame_idx) continue; for (j = 0; j < sas->hmmctx->n_emit_state; ++j) { int state_idx = i * sas->hmmctx->n_emit_state + j; /* Record their backpointers on the token stack. */ tokens[state_idx].id = hmm_history(hmm, j); tokens[state_idx].score = hmm_score(hmm, j); /* Update backpointer fields with state index. */ hmm_history(hmm, j) = state_idx; } } } static int state_align_search_step(ps_search_t *search, int frame_idx) { state_align_search_t *sas = (state_align_search_t *)search; acmod_t *acmod = ps_search_acmod(search); int16 const *senscr; int i; /* Calculate senone scores. */ for (i = 0; i < sas->n_phones; ++i) acmod_activate_hmm(acmod, sas->hmms + i); senscr = acmod_score(acmod, &frame_idx); /* Renormalize here if needed. */ /* FIXME: Make sure to (unit-)test this!!! */ if ((sas->best_score - 0x300000) WORSE_THAN WORST_SCORE) { E_INFO("Renormalizing Scores at frame %d, best score %d\n", frame_idx, sas->best_score); renormalize_hmms(sas, frame_idx, sas->best_score); } /* Viterbi step. */ sas->best_score = evaluate_hmms(sas, senscr, frame_idx); prune_hmms(sas, frame_idx); /* Transition out of non-emitting states. */ phone_transition(sas, frame_idx); /* Generate new tokens from best path results. */ record_transitions(sas, frame_idx); /* Update frame counter */ sas->frame = frame_idx; return 0; } static int state_align_search_finish(ps_search_t *search) { state_align_search_t *sas = (state_align_search_t *)search; hmm_t *final_phone = sas->hmms + sas->n_phones - 1; ps_alignment_iter_t *itor; ps_alignment_entry_t *ent; int last_frame, cur_frame; state_align_hist_t last, cur; /* Best state exiting the last cur_frame. */ last.id = cur.id = hmm_out_history(final_phone); last.score = hmm_out_score(final_phone); if (last.score == 0xffff) { E_ERROR("Failed to reach final state in alignment\n"); return -1; } itor = ps_alignment_states(sas->al); last_frame = sas->frame + 1; for (cur_frame = sas->frame - 1; cur_frame >= 0; --cur_frame) { cur = sas->tokens[cur_frame * sas->n_emit_state + cur.id]; /* State boundary, update alignment entry for next state. */ if (cur.id != last.id) { itor = ps_alignment_iter_goto(itor, last.id); assert(itor != NULL); ent = ps_alignment_iter_get(itor); ent->start = cur_frame + 1; ent->duration = last_frame - ent->start; ent->score = last.score - cur.score; E_DEBUG(1,("state %d start %d end %d\n", last.id, ent->start, last_frame)); last = cur; last_frame = cur_frame + 1; } } /* Update alignment entry for initial state. */ itor = ps_alignment_iter_goto(itor, 0); assert(itor != NULL); ent = ps_alignment_iter_get(itor); ent->start = 0; ent->duration = last_frame; E_DEBUG(1,("state %d start %d end %d\n", 0, ent->start, last_frame)); ps_alignment_iter_free(itor); ps_alignment_propagate(sas->al); return 0; } static int state_align_search_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p) { /* This does nothing. */ return 0; } static void state_align_search_free(ps_search_t *search) { state_align_search_t *sas = (state_align_search_t *)search; ps_search_base_free(search); ckd_free(sas->hmms); ckd_free(sas->tokens); hmm_context_free(sas->hmmctx); ckd_free(sas); } static ps_searchfuncs_t state_align_search_funcs = { /* start: */ state_align_search_start, /* step: */ state_align_search_step, /* finish: */ state_align_search_finish, /* reinit: */ state_align_search_reinit, /* free: */ state_align_search_free, /* lattice: */ NULL, /* hyp: */ NULL, /* prob: */ NULL, /* seg_iter: */ NULL, }; ps_search_t * state_align_search_init(const char *name, cmd_ln_t *config, acmod_t *acmod, ps_alignment_t *al) { state_align_search_t *sas; ps_alignment_iter_t *itor; hmm_t *hmm; sas = ckd_calloc(1, sizeof(*sas)); ps_search_init(ps_search_base(sas), &state_align_search_funcs, PS_SEARCH_TYPE_STATE_ALIGN, name, config, acmod, al->d2p->dict, al->d2p); sas->hmmctx = hmm_context_init(bin_mdef_n_emit_state(acmod->mdef), acmod->tmat->tp, NULL, acmod->mdef->sseq); if (sas->hmmctx == NULL) { ckd_free(sas); return NULL; } sas->al = al; /* Generate HMM vector from phone level of alignment. */ sas->n_phones = ps_alignment_n_phones(al); sas->n_emit_state = ps_alignment_n_states(al); sas->hmms = ckd_calloc(sas->n_phones, sizeof(*sas->hmms)); for (hmm = sas->hmms, itor = ps_alignment_phones(al); itor; ++hmm, itor = ps_alignment_iter_next(itor)) { ps_alignment_entry_t *ent = ps_alignment_iter_get(itor); hmm_init(sas->hmmctx, hmm, FALSE, ent->id.pid.ssid, ent->id.pid.tmatid); } return ps_search_base(sas); } pocketsphinx-5prealpha/src/libpocketsphinx/phone_loop_search.c0000664000175000017500000002727012520771215022241 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2008 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file phone_loop_search.h Fast and rough context-independent phoneme loop search. */ #include #include "phone_loop_search.h" static int phone_loop_search_start(ps_search_t *search); static int phone_loop_search_step(ps_search_t *search, int frame_idx); static int phone_loop_search_finish(ps_search_t *search); static int phone_loop_search_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p); static void phone_loop_search_free(ps_search_t *search); static char const *phone_loop_search_hyp(ps_search_t *search, int32 *out_score, int32 *out_is_final); static int32 phone_loop_search_prob(ps_search_t *search); static ps_seg_t *phone_loop_search_seg_iter(ps_search_t *search, int32 *out_score); static ps_searchfuncs_t phone_loop_search_funcs = { /* start: */ phone_loop_search_start, /* step: */ phone_loop_search_step, /* finish: */ phone_loop_search_finish, /* reinit: */ phone_loop_search_reinit, /* free: */ phone_loop_search_free, /* lattice: */ NULL, /* hyp: */ phone_loop_search_hyp, /* prob: */ phone_loop_search_prob, /* seg_iter: */ phone_loop_search_seg_iter, }; static int phone_loop_search_reinit(ps_search_t *search, dict_t *dict, dict2pid_t *d2p) { phone_loop_search_t *pls = (phone_loop_search_t *)search; cmd_ln_t *config = ps_search_config(search); acmod_t *acmod = ps_search_acmod(search); int i; /* Free old dict2pid, dict, if necessary. */ ps_search_base_reinit(search, dict, d2p); /* Initialize HMM context. */ if (pls->hmmctx) hmm_context_free(pls->hmmctx); pls->hmmctx = hmm_context_init(bin_mdef_n_emit_state(acmod->mdef), acmod->tmat->tp, NULL, acmod->mdef->sseq); if (pls->hmmctx == NULL) return -1; /* Initialize penalty storage */ pls->n_phones = bin_mdef_n_ciphone(acmod->mdef); pls->window = cmd_ln_int32_r(config, "-pl_window"); if (pls->penalties) ckd_free(pls->penalties); pls->penalties = (int32 *)ckd_calloc(pls->n_phones, sizeof(*pls->penalties)); if (pls->pen_buf) ckd_free_2d(pls->pen_buf); pls->pen_buf = (int32 **)ckd_calloc_2d(pls->window, pls->n_phones, sizeof(**pls->pen_buf)); /* Initialize phone HMMs. */ if (pls->hmms) { for (i = 0; i < pls->n_phones; ++i) hmm_deinit((hmm_t *)&pls->hmms[i]); ckd_free(pls->hmms); } pls->hmms = (hmm_t *)ckd_calloc(pls->n_phones, sizeof(*pls->hmms)); for (i = 0; i < pls->n_phones; ++i) { hmm_init(pls->hmmctx, (hmm_t *)&pls->hmms[i], FALSE, bin_mdef_pid2ssid(acmod->mdef, i), bin_mdef_pid2tmatid(acmod->mdef, i)); } pls->penalty_weight = cmd_ln_float64_r(config, "-pl_weight"); pls->beam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-pl_beam")) >> SENSCR_SHIFT; pls->pbeam = logmath_log(acmod->lmath, cmd_ln_float64_r(config, "-pl_pbeam")) >> SENSCR_SHIFT; pls->pip = logmath_log(acmod->lmath, cmd_ln_float32_r(config, "-pl_pip")) >> SENSCR_SHIFT; E_INFO("State beam %d Phone exit beam %d Insertion penalty %d\n", pls->beam, pls->pbeam, pls->pip); return 0; } ps_search_t * phone_loop_search_init(cmd_ln_t *config, acmod_t *acmod, dict_t *dict) { phone_loop_search_t *pls; /* Allocate and initialize. */ pls = (phone_loop_search_t *)ckd_calloc(1, sizeof(*pls)); ps_search_init(ps_search_base(pls), &phone_loop_search_funcs, PS_SEARCH_TYPE_PHONE_LOOP, PS_DEFAULT_PL_SEARCH, config, acmod, dict, NULL); phone_loop_search_reinit(ps_search_base(pls), ps_search_dict(pls), ps_search_dict2pid(pls)); return ps_search_base(pls); } static void phone_loop_search_free_renorm(phone_loop_search_t *pls) { gnode_t *gn; for (gn = pls->renorm; gn; gn = gnode_next(gn)) ckd_free(gnode_ptr(gn)); glist_free(pls->renorm); pls->renorm = NULL; } static void phone_loop_search_free(ps_search_t *search) { phone_loop_search_t *pls = (phone_loop_search_t *)search; int i; ps_search_base_free(search); for (i = 0; i < pls->n_phones; ++i) hmm_deinit((hmm_t *)&pls->hmms[i]); phone_loop_search_free_renorm(pls); ckd_free_2d(pls->pen_buf); ckd_free(pls->hmms); ckd_free(pls->penalties); hmm_context_free(pls->hmmctx); ckd_free(pls); } static int phone_loop_search_start(ps_search_t *search) { phone_loop_search_t *pls = (phone_loop_search_t *)search; int i; /* Reset and enter all phone HMMs. */ for (i = 0; i < pls->n_phones; ++i) { hmm_t *hmm = (hmm_t *)&pls->hmms[i]; hmm_clear(hmm); hmm_enter(hmm, 0, -1, 0); } memset(pls->penalties, 0, pls->n_phones * sizeof(*pls->penalties)); for (i = 0; i < pls->window; i++) memset(pls->pen_buf[i], 0, pls->n_phones * sizeof(*pls->pen_buf[i])); phone_loop_search_free_renorm(pls); pls->best_score = 0; pls->pen_buf_ptr = 0; return 0; } static void renormalize_hmms(phone_loop_search_t *pls, int frame_idx, int32 norm) { phone_loop_renorm_t *rn = (phone_loop_renorm_t *)ckd_calloc(1, sizeof(*rn)); int i; pls->renorm = glist_add_ptr(pls->renorm, rn); rn->frame_idx = frame_idx; rn->norm = norm; for (i = 0; i < pls->n_phones; ++i) { hmm_normalize((hmm_t *)&pls->hmms[i], norm); } } static void evaluate_hmms(phone_loop_search_t *pls, int16 const *senscr, int frame_idx) { int32 bs = WORST_SCORE; int i; hmm_context_set_senscore(pls->hmmctx, senscr); for (i = 0; i < pls->n_phones; ++i) { hmm_t *hmm = (hmm_t *)&pls->hmms[i]; int32 score; if (hmm_frame(hmm) < frame_idx) continue; score = hmm_vit_eval(hmm); if (score BETTER_THAN bs) { bs = score; } } pls->best_score = bs; } static void store_scores(phone_loop_search_t *pls, int frame_idx) { int i, j, itr; for (i = 0; i < pls->n_phones; ++i) { hmm_t *hmm = (hmm_t *)&pls->hmms[i]; pls->pen_buf[pls->pen_buf_ptr][i] = (hmm_bestscore(hmm) - pls->best_score) * pls->penalty_weight; } pls->pen_buf_ptr++; pls->pen_buf_ptr = pls->pen_buf_ptr % pls->window; //update penalties for (i = 0; i < pls->n_phones; ++i) { pls->penalties[i] = WORST_SCORE; for (j = 0, itr = pls->pen_buf_ptr + 1; j < pls->window; j++, itr++) { itr = itr % pls->window; if (pls->pen_buf[itr][i] > pls->penalties[i]) pls->penalties[i] = pls->pen_buf[itr][i]; } } } static void prune_hmms(phone_loop_search_t *pls, int frame_idx) { int32 thresh = pls->best_score + pls->beam; int nf = frame_idx + 1; int i; /* Check all phones to see if they remain active in the next frame. */ for (i = 0; i < pls->n_phones; ++i) { hmm_t *hmm = (hmm_t *)&pls->hmms[i]; if (hmm_frame(hmm) < frame_idx) continue; /* Retain if score better than threshold. */ if (hmm_bestscore(hmm) BETTER_THAN thresh) { hmm_frame(hmm) = nf; } else hmm_clear_scores(hmm); } } static void phone_transition(phone_loop_search_t *pls, int frame_idx) { int32 thresh = pls->best_score + pls->pbeam; int nf = frame_idx + 1; int i; /* Now transition out of phones whose last states are inside the * phone transition beam. */ for (i = 0; i < pls->n_phones; ++i) { hmm_t *hmm = (hmm_t *)&pls->hmms[i]; int32 newphone_score; int j; if (hmm_frame(hmm) != nf) continue; newphone_score = hmm_out_score(hmm) + pls->pip; if (newphone_score BETTER_THAN thresh) { /* Transition into all phones using the usual Viterbi rule. */ for (j = 0; j < pls->n_phones; ++j) { hmm_t *nhmm = (hmm_t *)&pls->hmms[j]; if (hmm_frame(nhmm) < frame_idx || newphone_score BETTER_THAN hmm_in_score(nhmm)) { hmm_enter(nhmm, newphone_score, hmm_out_history(hmm), nf); } } } } } static int phone_loop_search_step(ps_search_t *search, int frame_idx) { phone_loop_search_t *pls = (phone_loop_search_t *)search; acmod_t *acmod = ps_search_acmod(search); int16 const *senscr; int i; /* All CI senones are active all the time. */ if (!ps_search_acmod(pls)->compallsen) { acmod_clear_active(ps_search_acmod(pls)); for (i = 0; i < pls->n_phones; ++i) acmod_activate_hmm(acmod, (hmm_t *)&pls->hmms[i]); } /* Calculate senone scores for current frame. */ senscr = acmod_score(acmod, &frame_idx); /* Renormalize, if necessary. */ if (pls->best_score + (2 * pls->beam) WORSE_THAN WORST_SCORE) { E_INFO("Renormalizing Scores at frame %d, best score %d\n", frame_idx, pls->best_score); renormalize_hmms(pls, frame_idx, pls->best_score); } /* Evaluate phone HMMs for current frame. */ evaluate_hmms(pls, senscr, frame_idx); /* Store hmm scores for senone penaly calculation */ store_scores(pls, frame_idx); /* Prune phone HMMs. */ prune_hmms(pls, frame_idx); /* Do phone transitions. */ phone_transition(pls, frame_idx); return 0; } static int phone_loop_search_finish(ps_search_t *search) { /* Actually nothing to do here really. */ return 0; } static char const * phone_loop_search_hyp(ps_search_t *search, int32 *out_score, int32 *out_is_final) { E_WARN("Hypotheses are not returned from phone loop search"); return NULL; } static int32 phone_loop_search_prob(ps_search_t *search) { /* FIXME: Actually... they ought to be. */ E_WARN("Posterior probabilities are not returned from phone loop search"); return 0; } static ps_seg_t * phone_loop_search_seg_iter(ps_search_t *search, int32 *out_score) { E_WARN("Hypotheses are not returned from phone loop search"); return NULL; } pocketsphinx-5prealpha/src/libpocketsphinx/bin_mdef.h0000664000175000017500000002064312504317100020306 00000000000000/* -*- c-file-style: "linux" -*- */ /* ==================================================================== * Copyright (c) 2005 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * @file bin_mdef.h * * Binary format model definition files, with support for * heterogeneous topologies and variable-size N-phones * * @author David Huggins-Daines */ #ifndef __BIN_MDEF_H__ #define __BIN_MDEF_H__ #ifdef __cplusplus extern "C" { #endif /* __cplusplus */ /* SphinxBase headers. */ #include #include #include #include "mdef.h" #define BIN_MDEF_FORMAT_VERSION 1 /* Little-endian machines will write "BMDF" to disk, big-endian ones "FDMB". */ #define BIN_MDEF_NATIVE_ENDIAN 0x46444d42 /* 'BMDF' in little-endian order */ #define BIN_MDEF_OTHER_ENDIAN 0x424d4446 /* 'BMDF' in big-endian order */ #ifdef __GNUC__ #define __ATTRIBUTE_PACKED __attribute__((packed)) #else #define __ATTRIBUTE_PACKED #endif /** * Phone entry (on-disk, 12 bytes) */ typedef struct mdef_entry_s mdef_entry_t; struct mdef_entry_s { int32 ssid; /**< Senone sequence ID */ int32 tmat; /**< Transition matrix ID */ /* FIXME: is any of this actually necessary? */ union { /**< CI phone information - attributes (just "filler" for now) */ struct { uint8 filler; uint8 reserved[3]; } ci; /**< CD phone information - context info. */ struct { uint8 wpos; uint8 ctx[3]; /**< quintphones will require hacking */ } cd; } info; } __ATTRIBUTE_PACKED; /** * Invalid senone sequence ID (limited to 16 bits for PocketSphinx). */ #define BAD_SSID 0xffff /** * Invalid senone ID (limited to 16 bits for PocketSphinx). */ #define BAD_SENID 0xffff /** * Node in CD phone tree (on-disk, 8 bytes). */ typedef struct cd_tree_s cd_tree_t; struct cd_tree_s { int16 ctx; /**< Context (word position or CI phone) */ int16 n_down; /**< Number of children (0 for leafnode) */ union { int32 pid; /**< Phone ID (leafnode) */ int32 down; /**< Next level of the tree (offset from start of cd_trees) */ } c; }; /** * Model definition structure (in-memory). */ typedef struct bin_mdef_s bin_mdef_t; struct bin_mdef_s { int refcnt; int32 n_ciphone; /**< Number of base (CI) phones */ int32 n_phone; /**< Number of base (CI) phones + (CD) triphones */ int32 n_emit_state; /**< Number of emitting states per phone (0 for heterogeneous) */ int32 n_ci_sen; /**< Number of CI senones; these are the first */ int32 n_sen; /**< Number of senones (CI+CD) */ int32 n_tmat; /**< Number of transition matrices */ int32 n_sseq; /**< Number of unique senone sequences */ int32 n_ctx; /**< Number of phones of context */ int32 n_cd_tree; /**< Number of nodes in cd_tree (below) */ int16 sil; /**< CI phone ID for silence */ mmio_file_t *filemap;/**< File map for this file (if any) */ char **ciname; /**< CI phone names */ cd_tree_t *cd_tree; /**< Tree mapping CD phones to phone IDs */ mdef_entry_t *phone; /**< All phone structures */ uint16 **sseq; /**< Unique senone sequences (2D array built at load time) */ uint8 *sseq_len; /**< Number of states in each sseq (NULL for homogeneous) */ /* These two are not stored on disk, but are generated at load time. */ int16 *cd2cisen; /**< Parent CI-senone id for each senone */ int16 *sen2cimap; /**< Parent CI-phone for each senone (CI or CD) */ /** Allocation mode for this object. */ enum { BIN_MDEF_FROM_TEXT, BIN_MDEF_IN_MEMORY, BIN_MDEF_ON_DISK } alloc_mode; }; #define bin_mdef_is_fillerphone(m,p) (((p) < (m)->n_ciphone) \ ? (m)->phone[p].info.ci.filler \ : (m)->phone[(m)->phone[p].info.cd.ctx[0]].info.ci.filler) #define bin_mdef_is_ciphone(m,p) ((p) < (m)->n_ciphone) #define bin_mdef_n_ciphone(m) ((m)->n_ciphone) #define bin_mdef_n_phone(m) ((m)->n_phone) #define bin_mdef_n_sseq(m) ((m)->n_sseq) #define bin_mdef_n_emit_state(m) ((m)->n_emit_state) #define bin_mdef_n_emit_state_phone(m,p) ((m)->n_emit_state ? (m)->n_emit_state \ : (m)->sseq_len[(m)->phone[p].ssid]) #define bin_mdef_n_sen(m) ((m)->n_sen) #define bin_mdef_n_tmat(m) ((m)->n_tmat) #define bin_mdef_pid2ssid(m,p) ((m)->phone[p].ssid) #define bin_mdef_pid2tmatid(m,p) ((m)->phone[p].tmat) #define bin_mdef_silphone(m) ((m)->sil) #define bin_mdef_sen2cimap(m,s) ((m)->sen2cimap[s]) #define bin_mdef_sseq2sen(m,ss,pos) ((m)->sseq[ss][pos]) #define bin_mdef_pid2ci(m,p) (((p) < (m)->n_ciphone) ? (p) \ : (m)->phone[p].info.cd.ctx[0]) /** * Read a binary mdef from a file. */ POCKETSPHINX_EXPORT bin_mdef_t *bin_mdef_read(cmd_ln_t *config, const char *filename); /** * Read a text mdef from a file (creating an in-memory binary mdef). */ POCKETSPHINX_EXPORT bin_mdef_t *bin_mdef_read_text(cmd_ln_t *config, const char *filename); /** * Write a binary mdef to a file. */ POCKETSPHINX_EXPORT int bin_mdef_write(bin_mdef_t *m, const char *filename); /** * Write a binary mdef to a text file. */ POCKETSPHINX_EXPORT int bin_mdef_write_text(bin_mdef_t *m, const char *filename); /** * Retain a pointer to a bin_mdef_t. */ bin_mdef_t *bin_mdef_retain(bin_mdef_t *m); /** * Release a pointer to a binary mdef. */ int bin_mdef_free(bin_mdef_t *m); /** * Context-independent phone lookup. * @return phone id for ciphone. */ int bin_mdef_ciphone_id(bin_mdef_t *m, /**< In: Model structure being queried */ const char *ciphone); /**< In: ciphone for which id wanted */ /** * Case-insensitive context-independent phone lookup. * @return phone id for ciphone. */ int bin_mdef_ciphone_id_nocase(bin_mdef_t *m, /**< In: Model structure being queried */ const char *ciphone); /**< In: ciphone for which id wanted */ /* Return value: READ-ONLY ciphone string name for the given ciphone id */ const char *bin_mdef_ciphone_str(bin_mdef_t *m, /**< In: Model structure being queried */ int32 ci); /**< In: ciphone id for which name wanted */ /* Return value: phone id for the given constituents if found, else -1 */ int bin_mdef_phone_id(bin_mdef_t *m, /**< In: Model structure being queried */ int32 b, /**< In: base ciphone id */ int32 l, /**< In: left context ciphone id */ int32 r, /**< In: right context ciphone id */ int32 pos); /**< In: Word position */ /* Look up a phone id, backing off to other word positions. */ int bin_mdef_phone_id_nearest(bin_mdef_t * m, int32 b, int32 l, int32 r, int32 pos); /** * Create a phone string for the given phone (base or triphone) id in the given buf. * * @return 0 if successful, -1 if error. */ int bin_mdef_phone_str(bin_mdef_t *m, /**< In: Model structure being queried */ int pid, /**< In: phone id being queried */ char *buf); /**< Out: On return, buf has the string */ #ifdef __cplusplus }; /* extern "C" */ #endif /* __cplusplus */ #endif /* __BIN_MDEF_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/blkarray_list.c0000664000175000017500000001110212504317100021366 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * blkarray_list.c -- block array-based list structure. * * HISTORY * * 18-Feb-2004 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon * Started. */ /* System headers. */ #include /* SphinxBase headers. */ #include #include #include /* Local headers. */ #include "blkarray_list.h" #define BLKARRAY_DEFAULT_MAXBLKS 16380 #define BLKARRAY_DEFAULT_BLKSIZE 16380 blkarray_list_t * _blkarray_list_init(int32 maxblks, int32 blksize) { blkarray_list_t *bl; if ((maxblks <= 0) || (blksize <= 0)) { E_ERROR("Cannot allocate %dx%d blkarray\n", maxblks, blksize); return NULL; } bl = (blkarray_list_t *) ckd_calloc(1, sizeof(blkarray_list_t)); bl->ptr = (void ***) ckd_calloc(maxblks, sizeof(void **)); bl->maxblks = maxblks; bl->blksize = blksize; bl->n_valid = 0; bl->cur_row = -1; /* No row is allocated (dummy) */ bl->cur_row_free = blksize; /* The dummy row is full */ return bl; } blkarray_list_t * blkarray_list_init(void) { return _blkarray_list_init(BLKARRAY_DEFAULT_MAXBLKS, BLKARRAY_DEFAULT_BLKSIZE); } void blkarray_list_free(blkarray_list_t *bl) { blkarray_list_reset(bl); ckd_free(bl->ptr); ckd_free(bl); } int32 blkarray_list_append(blkarray_list_t * bl, void *data) { int32 id; assert(bl); if (bl->cur_row_free >= bl->blksize) { /* Previous row is filled; need to allocate a new row */ bl->cur_row++; if (bl->cur_row >= bl->maxblks) { E_ERROR("Block array (%dx%d) exhausted\n", bl->maxblks, bl->blksize); bl->cur_row--; return -1; } /* Allocate the new row */ assert(bl->ptr[bl->cur_row] == NULL); bl->ptr[bl->cur_row] = (void **) ckd_malloc(bl->blksize * sizeof(void *)); bl->cur_row_free = 0; } bl->ptr[bl->cur_row][bl->cur_row_free] = data; (bl->cur_row_free)++; id = (bl->n_valid)++; assert(id >= 0); return id; } void blkarray_list_reset(blkarray_list_t * bl) { int32 i, j; /* Free all the allocated elements as well as the blocks */ for (i = 0; i < bl->cur_row; i++) { for (j = 0; j < bl->blksize; j++) ckd_free(bl->ptr[i][j]); ckd_free(bl->ptr[i]); bl->ptr[i] = NULL; } if (i == bl->cur_row) { /* NEED THIS! (in case cur_row < 0) */ for (j = 0; j < bl->cur_row_free; j++) ckd_free(bl->ptr[i][j]); ckd_free(bl->ptr[i]); bl->ptr[i] = NULL; } bl->n_valid = 0; bl->cur_row = -1; bl->cur_row_free = bl->blksize; } void * blkarray_list_get(blkarray_list_t *list, int32 n) { int32 r, c; if (n >= blkarray_list_n_valid(list)) return NULL; r = n / blkarray_list_blksize(list); c = n - (r * blkarray_list_blksize(list)); return blkarray_list_ptr(list, r, c); } pocketsphinx-5prealpha/src/libpocketsphinx/kws_detections.h0000664000175000017500000000470712525215221021577 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2014 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * kws_detections.h -- Structures for storing keyword spotting results. */ #ifndef __KWS_DETECTIONS_H__ #define __KWS_DETECTIONS_H__ /* SphinxBase headers. */ #include /* Local headers. */ #include "pocketsphinx_internal.h" #include "hmm.h" typedef struct kws_detection_s { const char* keyphrase; frame_idx_t sf; frame_idx_t ef; int32 prob; int32 ascr; } kws_detection_t; typedef struct kws_detections_s { glist_t detect_list; } kws_detections_t; /** * Reset history structure. */ void kws_detections_reset(kws_detections_t *detections); /** * Add history entry. */ void kws_detections_add(kws_detections_t *detections, const char* keyphrase, int sf, int ef, int prob, int ascr); /** * Compose hypothesis. */ char* kws_detections_hyp_str(kws_detections_t *detections, int frame, int delay); #endif /* __KWS_DETECTIONS_H__ */ pocketsphinx-5prealpha/src/libpocketsphinx/dict.h0000664000175000017500000001673712504317100017477 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ #ifndef _S3_DICT_H_ #define _S3_DICT_H_ /** \file dict.h * \brief Operations on dictionary. */ /* SphinxBase headers. */ #include /* Local headers. */ #include "s3types.h" #include "bin_mdef.h" #include "pocketsphinx_export.h" #define S3DICT_INC_SZ 4096 #ifdef __cplusplus extern "C" { #endif /** \struct dictword_t \brief a structure for one dictionary word. */ typedef struct { char *word; /**< Ascii word string */ s3cipid_t *ciphone; /**< Pronunciation */ int32 pronlen; /**< Pronunciation length */ s3wid_t alt; /**< Next alternative pronunciation id, NOT_S3WID if none */ s3wid_t basewid; /**< Base pronunciation id */ } dictword_t; /** \struct dict_t \brief a structure for a dictionary. */ typedef struct { int refcnt; bin_mdef_t *mdef; /**< Model definition used for phone IDs; NULL if none used */ dictword_t *word; /**< Array of entries in dictionary */ hash_table_t *ht; /**< Hash table for mapping word strings to word ids */ int32 max_words; /**< #Entries allocated in dict, including empty slots */ int32 n_word; /**< #Occupied entries in dict; ie, excluding empty slots */ int32 filler_start; /**< First filler word id (read from filler dict) */ int32 filler_end; /**< Last filler word id (read from filler dict) */ s3wid_t startwid; /**< FOR INTERNAL-USE ONLY */ s3wid_t finishwid; /**< FOR INTERNAL-USE ONLY */ s3wid_t silwid; /**< FOR INTERNAL-USE ONLY */ int nocase; } dict_t; /** * Initialize a new dictionary. * * If config and mdef are supplied, then the dictionary will be read * from the files specified by the -dict and -fdict options in config, * with case sensitivity determined by the -dictcase option. * * Otherwise an empty case-sensitive dictionary will be created. * * Return ptr to dict_t if successful, NULL otherwise. */ dict_t *dict_init(cmd_ln_t *config, /**< Configuration (-dict, -fdict, -dictcase) or NULL */ bin_mdef_t *mdef /**< For looking up CI phone IDs (or NULL) */ ); /** * Write dictionary to a file. */ int dict_write(dict_t *dict, char const *filename, char const *format); /** Return word id for given word string if present. Otherwise return BAD_S3WID */ POCKETSPHINX_EXPORT s3wid_t dict_wordid(dict_t *d, const char *word); /** * Return 1 if w is a filler word, 0 if not. A filler word is one that was read in from the * filler dictionary; however, sentence START and FINISH words are not filler words. */ int dict_filler_word(dict_t *d, /**< The dictionary structure */ s3wid_t w /**< The word ID */ ); /** * Test if w is a "real" word, i.e. neither a filler word nor START/FINISH. */ POCKETSPHINX_EXPORT int dict_real_word(dict_t *d, /**< The dictionary structure */ s3wid_t w /**< The word ID */ ); /** * Add a word with the given ciphone pronunciation list to the dictionary. * Return value: Result word id if successful, BAD_S3WID otherwise */ s3wid_t dict_add_word(dict_t *d, /**< The dictionary structure. */ char const *word, /**< The word. */ s3cipid_t const *p, /**< The pronunciation. */ int32 np /**< Number of phones. */ ); /** * Return value: CI phone string for the given word, phone position. */ const char *dict_ciphone_str(dict_t *d, /**< In: Dictionary to look up */ s3wid_t wid, /**< In: Component word being looked up */ int32 pos /**< In: Pronunciation phone position */ ); /** Packaged macro access to dictionary members */ #define dict_size(d) ((d)->n_word) #define dict_num_fillers(d) (dict_filler_end(d) - dict_filler_start(d)) /** * Number of "real words" in the dictionary. * * This is the number of words that are not fillers, , or . */ #define dict_num_real_words(d) \ (dict_size(d) - (dict_filler_end(d) - dict_filler_start(d)) - 2) #define dict_basewid(d,w) ((d)->word[w].basewid) #define dict_wordstr(d,w) ((w) < 0 ? NULL : (d)->word[w].word) #define dict_basestr(d,w) ((d)->word[dict_basewid(d,w)].word) #define dict_nextalt(d,w) ((d)->word[w].alt) #define dict_pronlen(d,w) ((d)->word[w].pronlen) #define dict_pron(d,w,p) ((d)->word[w].ciphone[p]) /**< The CI phones of the word w at position p */ #define dict_filler_start(d) ((d)->filler_start) #define dict_filler_end(d) ((d)->filler_end) #define dict_startwid(d) ((d)->startwid) #define dict_finishwid(d) ((d)->finishwid) #define dict_silwid(d) ((d)->silwid) #define dict_is_single_phone(d,w) ((d)->word[w].pronlen == 1) #define dict_first_phone(d,w) ((d)->word[w].ciphone[0]) #define dict_second_phone(d,w) ((d)->word[w].ciphone[1]) #define dict_second_last_phone(d,w) ((d)->word[w].ciphone[(d)->word[w].pronlen - 2]) #define dict_last_phone(d,w) ((d)->word[w].ciphone[(d)->word[w].pronlen - 1]) /* Hard-coded special words */ #define S3_START_WORD "" #define S3_FINISH_WORD "" #define S3_SILENCE_WORD "" #define S3_UNKNOWN_WORD "" /** * If the given word contains a trailing "(....)" 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indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2010 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* * continuous.c - Simple pocketsphinx command-line application to test * both continuous listening/silence filtering from microphone * and continuous file transcription. */ /* * This is a simple example of pocketsphinx application that uses continuous listening * with silence filtering to automatically segment a continuous stream of audio input * into utterances that are then decoded. * * Remarks: * - Each utterance is ended when a silence segment of at least 1 sec is recognized. * - Single-threaded implementation for portability. * - Uses audio library; can be replaced with an equivalent custom library. */ #include #include #include #if defined(_WIN32) && !defined(__CYGWIN__) #include #else #include #endif #include #include #include "pocketsphinx.h" static const arg_t cont_args_def[] = { POCKETSPHINX_OPTIONS, /* Argument file. */ {"-argfile", ARG_STRING, NULL, "Argument file giving extra arguments."}, {"-adcdev", ARG_STRING, NULL, "Name of audio device to use for input."}, {"-infile", ARG_STRING, NULL, "Audio file to transcribe."}, {"-inmic", ARG_BOOLEAN, "no", "Transcribe audio from microphone."}, {"-time", ARG_BOOLEAN, "no", "Print word times in file transcription."}, CMDLN_EMPTY_OPTION }; static ps_decoder_t *ps; static cmd_ln_t *config; static FILE *rawfd; static void print_word_times() { int frame_rate = cmd_ln_int32_r(config, "-frate"); ps_seg_t *iter = ps_seg_iter(ps, NULL); while (iter != NULL) { int32 sf, ef, pprob; float conf; ps_seg_frames(iter, &sf, &ef); pprob = ps_seg_prob(iter, NULL, NULL, NULL); conf = logmath_exp(ps_get_logmath(ps), pprob); printf("%s %.3f %.3f %f\n", ps_seg_word(iter), ((float)sf / frame_rate), ((float) ef / frame_rate), conf); iter = ps_seg_next(iter); } } static int check_wav_header(char *header, int expected_sr) { int sr; if (header[34] != 0x10) { E_ERROR("Input audio file has [%d] bits per sample instead of 16\n", header[34]); return 0; } if (header[20] != 0x1) { E_ERROR("Input audio file has compression [%d] and not required PCM\n", header[20]); return 0; } if (header[22] != 0x1) { E_ERROR("Input audio file has [%d] channels, expected single channel mono\n", header[22]); return 0; } sr = ((header[24] & 0xFF) | ((header[25] & 0xFF) << 8) | ((header[26] & 0xFF) << 16) | ((header[27] & 0xFF) << 24)); if (sr != expected_sr) { E_ERROR("Input audio file has sample rate [%d], but decoder expects [%d]\n", sr, expected_sr); return 0; } return 1; } /* * Continuous recognition from a file */ static void recognize_from_file() { int16 adbuf[2048]; const char *fname; const char *hyp; int32 k; uint8 utt_started, in_speech; int32 print_times = cmd_ln_boolean_r(config, "-time"); fname = cmd_ln_str_r(config, "-infile"); if ((rawfd = fopen(fname, "rb")) == NULL) { E_FATAL_SYSTEM("Failed to open file '%s' for reading", fname); } if (strlen(fname) > 4 && strcmp(fname + strlen(fname) - 4, ".wav") == 0) { char waveheader[44]; fread(waveheader, 1, 44, rawfd); if (!check_wav_header(waveheader, (int)cmd_ln_float32_r(config, "-samprate"))) E_FATAL("Failed to process file '%s' due to format mismatch.\n", fname); } if (strlen(fname) > 4 && strcmp(fname + strlen(fname) - 4, ".mp3") == 0) { E_FATAL("Can not decode mp3 files, convert input file to WAV 16kHz 16-bit mono before decoding.\n"); } ps_start_utt(ps); utt_started = FALSE; while ((k = fread(adbuf, sizeof(int16), 2048, rawfd)) > 0) { ps_process_raw(ps, adbuf, k, FALSE, FALSE); in_speech = ps_get_in_speech(ps); if (in_speech && !utt_started) { utt_started = TRUE; } if (!in_speech && utt_started) { ps_end_utt(ps); hyp = ps_get_hyp(ps, NULL); if (hyp != NULL) printf("%s\n", hyp); if (print_times) print_word_times(); ps_start_utt(ps); utt_started = FALSE; } } ps_end_utt(ps); if (utt_started) { hyp = ps_get_hyp(ps, NULL); if (hyp != NULL) { printf("%s\n", hyp); if (print_times) { printf("!!! here\n"); print_word_times(); } } } fclose(rawfd); } /* Sleep for specified msec */ static void sleep_msec(int32 ms) { #if (defined(_WIN32) && !defined(GNUWINCE)) || defined(_WIN32_WCE) Sleep(ms); #else /* ------------------- Unix ------------------ */ struct timeval tmo; tmo.tv_sec = 0; tmo.tv_usec = ms * 1000; select(0, NULL, NULL, NULL, &tmo); #endif } /* * Main utterance processing loop: * for (;;) { * start utterance and wait for speech to process * decoding till end-of-utterance silence will be detected * print utterance result; * } */ static void recognize_from_microphone() { ad_rec_t *ad; int16 adbuf[2048]; uint8 utt_started, in_speech; int32 k; char const *hyp; if ((ad = ad_open_dev(cmd_ln_str_r(config, "-adcdev"), (int) cmd_ln_float32_r(config, "-samprate"))) == NULL) E_FATAL("Failed to open audio device\n"); if (ad_start_rec(ad) < 0) E_FATAL("Failed to start recording\n"); if (ps_start_utt(ps) < 0) E_FATAL("Failed to start utterance\n"); utt_started = FALSE; printf("READY....\n"); for (;;) { if ((k = ad_read(ad, adbuf, 2048)) < 0) E_FATAL("Failed to read audio\n"); ps_process_raw(ps, adbuf, k, FALSE, FALSE); in_speech = ps_get_in_speech(ps); if (in_speech && !utt_started) { utt_started = TRUE; printf("Listening...\n"); } if (!in_speech && utt_started) { /* speech -> silence transition, time to start new utterance */ ps_end_utt(ps); hyp = ps_get_hyp(ps, NULL ); if (hyp != NULL) printf("%s\n", hyp); if (ps_start_utt(ps) < 0) E_FATAL("Failed to start utterance\n"); utt_started = FALSE; printf("READY....\n"); } sleep_msec(100); } ad_close(ad); } int main(int argc, char *argv[]) { char const *cfg; config = cmd_ln_parse_r(NULL, cont_args_def, argc, argv, TRUE); /* Handle argument file as -argfile. */ if (config && (cfg = cmd_ln_str_r(config, "-argfile")) != NULL) { config = cmd_ln_parse_file_r(config, cont_args_def, cfg, FALSE); } if (config == NULL || (cmd_ln_str_r(config, "-infile") == NULL && cmd_ln_boolean_r(config, "-inmic") == FALSE)) { E_INFO("Specify '-infile ' to recognize from file or '-inmic yes' to recognize from microphone.\n"); cmd_ln_free_r(config); return 1; } ps_default_search_args(config); ps = ps_init(config); if (ps == NULL) { cmd_ln_free_r(config); return 1; } E_INFO("%s COMPILED ON: %s, AT: %s\n\n", argv[0], __DATE__, __TIME__); if (cmd_ln_str_r(config, "-infile") != NULL) { recognize_from_file(); } else if (cmd_ln_boolean_r(config, "-inmic")) { recognize_from_microphone(); } ps_free(ps); cmd_ln_free_r(config); return 0; } #if defined(_WIN32_WCE) #pragma comment(linker,"/entry:mainWCRTStartup") #include //Windows Mobile has the Unicode main only int wmain(int32 argc, wchar_t * wargv[]) { char **argv; size_t wlen; size_t len; int i; argv = malloc(argc * sizeof(char *)); for (i = 0; i < argc; i++) { wlen = lstrlenW(wargv[i]); len = wcstombs(NULL, wargv[i], wlen); argv[i] = malloc(len + 1); wcstombs(argv[i], wargv[i], wlen); } //assuming ASCII parameters return main(argc, argv); } #endif pocketsphinx-5prealpha/src/programs/batch.c0000664000175000017500000006054512520771216016262 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2001 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /* System headers. */ #include /* SphinxBase headers. */ #include #include #include #include #include /* PocketSphinx headers. */ #include /* S3kr3t headerz. */ #include "pocketsphinx_internal.h" /* Silvio Moioli: setbuf doesn't exist in Windows CE */ #if defined(_WIN32_WCE) void setbuf(FILE* file, char* buf){ } #endif static const arg_t ps_args_def[] = { POCKETSPHINX_OPTIONS, /* Various options specific to batch-mode processing. */ /* Argument file. */ { "-argfile", ARG_STRING, NULL, "Argument file giving extra arguments." }, /* Control file. */ { "-ctl", ARG_STRING, NULL, "Control file listing utterances to be processed" }, { "-ctloffset", ARG_INT32, "0", "No. of utterances at the beginning of -ctl file to be skipped" }, { "-ctlcount", ARG_INT32, "-1", "No. of utterances to be processed (after skipping -ctloffset entries)" }, { "-ctlincr", ARG_INT32, "1", "Do every Nth line in the control file" }, { "-mllrctl", ARG_STRING, NULL, "Control file listing MLLR transforms to use for each utterance" }, { "-mllrdir", ARG_STRING, NULL, "Base directory for MLLR transforms" }, { "-mllrext", ARG_STRING, NULL, "File extension for MLLR transforms (including leading dot)" }, { "-lmnamectl", ARG_STRING, NULL, "Control file listing LM name to use for each utterance" }, { "-fsgctl", ARG_STRING, NULL, "Control file listing FSG file to use for each utterance" }, { "-fsgdir", ARG_STRING, NULL, "Base directory for FSG files" }, { "-fsgext", ARG_STRING, NULL, "File extension for FSG files (including leading dot)" }, /* Input file types and locations. */ { "-adcin", ARG_BOOLEAN, "no", "Input is raw audio data" }, { "-adchdr", ARG_INT32, "0", "Size of audio file header in bytes (headers are ignored)" }, { "-senin", ARG_BOOLEAN, "no", "Input is senone score dump files" }, { "-cepdir", ARG_STRING, NULL, "Input files directory (prefixed to filespecs in control file)" }, { "-cepext", ARG_STRING, ".mfc", "Input files extension (suffixed to filespecs in control file)" }, /* Output files. */ { "-hyp", ARG_STRING, NULL, "Recognition output file name" }, { "-hypseg", ARG_STRING, NULL, "Recognition output with segmentation file name" }, { "-ctm", ARG_STRING, NULL, "Recognition output in CTM file format (may require post-sorting)" }, { "-outlatdir", ARG_STRING, NULL, "Directory for dumping word lattices" }, { "-outlatfmt", ARG_STRING, "s3", "Format for dumping word lattices (s3 or htk)" }, { "-outlatext", ARG_STRING, ".lat", "Filename extension for dumping word lattices" }, { "-outlatbeam", ARG_FLOAT64, "1e-5", "Minimum posterior probability for output lattice nodes" }, { "-build_outdirs", ARG_BOOLEAN, "yes", "Create missing subdirectories in output directory" }, { "-nbestdir", ARG_STRING, NULL, "Directory for writing N-best hypothesis lists" }, { "-nbestext", ARG_STRING, ".hyp", "Extension for N-best hypothesis list files" }, { "-nbest", ARG_INT32, "0", "Number of N-best hypotheses to write to -nbestdir (0 for no N-best)" }, CMDLN_EMPTY_OPTION }; static mfcc_t ** read_mfc_file(FILE *infh, int sf, int ef, int *out_nfr, int ceplen) { long flen; int32 nmfc, nfr; float32 *floats; mfcc_t **mfcs; int swap, i; fseek(infh, 0, SEEK_END); flen = ftell(infh); fseek(infh, 0, SEEK_SET); if (fread(&nmfc, 4, 1, infh) != 1) { E_ERROR_SYSTEM("Failed to read 4 bytes from MFCC file"); return NULL; } swap = 0; if (nmfc != flen / 4 - 1) { SWAP_INT32(&nmfc); swap = 1; if (nmfc != flen / 4 - 1) { E_ERROR("File length mismatch: 0x%x != 0x%x, maybe it's not MFCC file\n", nmfc, flen / 4 - 1); return NULL; } } if (nmfc == 0) { E_ERROR("Empty mfcc file\n"); return NULL; } fseek(infh, sf * 4 * ceplen, SEEK_CUR); if (ef == -1) ef = nmfc / ceplen; nfr = ef - sf; mfcs = ckd_calloc_2d(nfr, ceplen, sizeof(**mfcs)); floats = (float32 *)mfcs[0]; if (fread(floats, 4, nfr * ceplen, infh) != nfr * ceplen) { E_ERROR_SYSTEM("Failed to read %d items from mfcfile"); ckd_free_2d(mfcs); return NULL; } if (swap) { for (i = 0; i < nfr * ceplen; ++i) SWAP_FLOAT32(&floats[i]); } #ifdef FIXED_POINT for (i = 0; i < nfr * ceplen; ++i) mfcs[0][i] = FLOAT2MFCC(floats[i]); #endif *out_nfr = nfr; return mfcs; } static int process_mllrctl_line(ps_decoder_t *ps, cmd_ln_t *config, char const *file) { char const *mllrdir, *mllrext; char *infile = NULL; ps_mllr_t *mllr; static char *lastfile; if (file == NULL) return 0; if (lastfile && 0 == strcmp(file, lastfile)) return 0; ckd_free(lastfile); lastfile = ckd_salloc(file); mllrext = cmd_ln_str_r(config, "-mllrext"); if ((mllrdir = cmd_ln_str_r(config, "-mllrdir"))) infile = string_join(mllrdir, "/", file, mllrext ? mllrext : "", NULL); else if (mllrext) infile = string_join(file, mllrext, NULL); else infile = ckd_salloc(file); if ((mllr = ps_mllr_read(infile)) == NULL) { ckd_free(infile); return -1; } if (ps_update_mllr(ps, mllr) == NULL) { ps_mllr_free(mllr); ckd_free(infile); return -1; } E_INFO("Using MLLR: %s\n", file); ckd_free(infile); return 0; } static int process_fsgctl_line(ps_decoder_t *ps, cmd_ln_t *config, char const *fname) { fsg_model_t *fsg; int err; char *path = NULL; const char *fsgdir = cmd_ln_str_r(config, "-fsgdir"); const char *fsgext = cmd_ln_str_r(config, "-fsgext"); if (fname == NULL) return 0; if (fsgdir) path = string_join(fsgdir, "/", fname, fsgext ? fsgext : "", NULL); else if (fsgext) path = string_join(fname, fsgext, NULL); else path = ckd_salloc(fname); fsg = fsg_model_readfile(path, ps_get_logmath(ps), cmd_ln_float32_r(config, "-lw")); err = 0; if (!fsg) { err = -1; goto error_out; } if (ps_set_fsg(ps, fname, fsg)) { err = -1; goto error_out; } E_INFO("Using FSG: %s\n", fname); if (ps_set_search(ps, fname)) err = -1; error_out: fsg_model_free(fsg); ckd_free(path); return err; } static int process_lmnamectl_line(ps_decoder_t *ps, cmd_ln_t *config, char const *lmname) { if (!lmname) return 0; E_INFO("Using language model: %s\n", lmname); if (ps_set_search(ps, lmname)) { E_ERROR("No such language model: %s\n", lmname); return -1; } return 0; } static int build_outdir_one(cmd_ln_t *config, char const *arg, char const *uttpath) { char const *dir; if ((dir = cmd_ln_str_r(config, arg)) != NULL) { char *dirname = string_join(dir, "/", uttpath, NULL); build_directory(dirname); ckd_free(dirname); } return 0; } static int build_outdirs(cmd_ln_t *config, char const *uttid) { char *uttpath = ckd_salloc(uttid); path2dirname(uttid, uttpath); build_outdir_one(config, "-outlatdir", uttpath); build_outdir_one(config, "-mfclogdir", uttpath); build_outdir_one(config, "-rawlogdir", uttpath); build_outdir_one(config, "-senlogdir", uttpath); build_outdir_one(config, "-nbestdir", uttpath); ckd_free(uttpath); return 0; } static int process_ctl_line(ps_decoder_t *ps, cmd_ln_t *config, char const *file, char const *uttid, int32 sf, int32 ef) { FILE *infh; char const *cepdir, *cepext; char *infile; if (ef != -1 && ef < sf) { E_ERROR("End frame %d is < start frame %d\n", ef, sf); return -1; } cepdir = cmd_ln_str_r(config, "-cepdir"); cepext = cmd_ln_str_r(config, "-cepext"); /* Build input filename. */ infile = string_join(cepdir ? cepdir : "", "/", file, cepext ? cepext : "", NULL); if (uttid == NULL) uttid = file; if ((infh = fopen(infile, "rb")) == NULL) { E_ERROR_SYSTEM("Failed to open %s", infile); ckd_free(infile); return -1; } /* Build output directories. */ if (cmd_ln_boolean_r(config, "-build_outdirs")) build_outdirs(config, uttid); if (cmd_ln_boolean_r(config, "-senin")) { /* start and end frames not supported. */ ps_decode_senscr(ps, infh); } else if (cmd_ln_boolean_r(config, "-adcin")) { if (ef != -1) { ef = (int32)((ef - sf) * (cmd_ln_float32_r(config, "-samprate") / cmd_ln_int32_r(config, "-frate")) + (cmd_ln_float32_r(config, "-samprate") * cmd_ln_float32_r(config, "-wlen"))); } sf = (int32)(sf * (cmd_ln_float32_r(config, "-samprate") / cmd_ln_int32_r(config, "-frate"))); fseek(infh, cmd_ln_int32_r(config, "-adchdr") + sf * sizeof(int16), SEEK_SET); ps_decode_raw(ps, infh, ef); } else { mfcc_t **mfcs; int nfr; if (NULL == (mfcs = read_mfc_file(infh, sf, ef, &nfr, cmd_ln_int32_r(config, "-ceplen")))) { E_ERROR("Failed to read MFCC from the file '%s'\n", infile); fclose(infh); ckd_free(infile); return -1; } ps_start_stream(ps); ps_start_utt(ps); ps_process_cep(ps, mfcs, nfr, FALSE, TRUE); ps_end_utt(ps); ckd_free_2d(mfcs); } fclose(infh); ckd_free(infile); return 0; } static int write_lattice(ps_decoder_t *ps, char const *latdir, char const *uttid) { ps_lattice_t *lat; logmath_t *lmath; cmd_ln_t *config; char *outfile; int32 beam; if ((lat = ps_get_lattice(ps)) == NULL) { E_ERROR("Failed to obtain word lattice for utterance %s\n", uttid); return -1; } config = ps_get_config(ps); outfile = string_join(latdir, "/", uttid, cmd_ln_str_r(config, "-outlatext"), NULL); /* Prune lattice. */ lmath = ps_get_logmath(ps); beam = logmath_log(lmath, cmd_ln_float64_r(config, "-outlatbeam")); ps_lattice_posterior_prune(lat, beam); if (0 == strcmp("htk", cmd_ln_str_r(config, "-outlatfmt"))) { if (ps_lattice_write_htk(lat, outfile) < 0) { E_ERROR("Failed to write lattice to %s\n", outfile); return -1; } } else { if (ps_lattice_write(lat, outfile) < 0) { E_ERROR("Failed to write lattice to %s\n", outfile); return -1; } } return 0; } static int write_nbest(ps_decoder_t *ps, char const *nbestdir, char const *uttid) { cmd_ln_t *config; char *outfile; FILE *fh; ps_nbest_t *nbest; int32 i, n, score; const char* hyp; config = ps_get_config(ps); outfile = string_join(nbestdir, "/", uttid, cmd_ln_str_r(config, "-nbestext"), NULL); n = cmd_ln_int32_r(config, "-nbest"); fh = fopen(outfile, "w"); if (fh == NULL) { E_ERROR_SYSTEM("Failed to write a lattice to file %s\n", outfile); return -1; } nbest = ps_nbest(ps, 0, -1, NULL, NULL); for (i = 0; i < n && nbest && (nbest = ps_nbest_next(nbest)); i++) { hyp = ps_nbest_hyp(nbest, &score); fprintf(fh, "%s %d\n", hyp, score); } if (nbest) ps_nbest_free(nbest); fclose(fh); return 0; } static int write_hypseg(FILE *fh, ps_decoder_t *ps, char const *uttid) { int32 score, lscr, sf, ef; ps_seg_t *itor = ps_seg_iter(ps, &score); /* Accumulate language model scores. */ lscr = 0; while (itor) { int32 ascr, wlscr; ps_seg_prob(itor, &ascr, &wlscr, NULL); lscr += wlscr; itor = ps_seg_next(itor); } fprintf(fh, "%s S %d T %d A %d L %d", uttid, 0, /* "scaling factor" which is mostly useless anyway */ score, score - lscr, lscr); /* Now print out words. */ itor = ps_seg_iter(ps, &score); while (itor) { char const *w = ps_seg_word(itor); int32 ascr, wlscr; ps_seg_prob(itor, &ascr, &wlscr, NULL); ps_seg_frames(itor, &sf, &ef); fprintf(fh, " %d %d %d %s", sf, ascr, wlscr, w); itor = ps_seg_next(itor); } fprintf(fh, " %d\n", ef); return 0; } static int write_ctm(FILE *fh, ps_decoder_t *ps, ps_seg_t *itor, char const *uttid, int32 frate) { logmath_t *lmath = ps_get_logmath(ps); char *dupid, *show, *channel, *c; double ustart = 0.0; /* We have semi-standardized on comma-separated uttids which * correspond to the fields of the STM file. So if there's a * comma in the uttid, take the first two fields as show and * channel, and also try to find the start time. */ show = dupid = ckd_salloc(uttid ? uttid : "(null)"); if ((c = strchr(dupid, ',')) != NULL) { *c++ = '\0'; channel = c; if ((c = strchr(c, ',')) != NULL) { *c++ = '\0'; if ((c = strchr(c, ',')) != NULL) { ustart = atof_c(c + 1); } } } else { channel = NULL; } while (itor) { int32 prob, sf, ef, wid; char const *w; /* Skip things that aren't "real words" (FIXME: currently * requires s3kr3t h34d3rz...) */ w = ps_seg_word(itor); wid = dict_wordid(ps->dict, w); if (wid >= 0 && dict_real_word(ps->dict, wid)) { prob = ps_seg_prob(itor, NULL, NULL, NULL); ps_seg_frames(itor, &sf, &ef); fprintf(fh, "%s %s %.2f %.2f %s %.3f\n", show, channel ? channel : "1", ustart + (double)sf / frate, (double)(ef - sf) / frate, /* FIXME: More s3kr3tz */ dict_basestr(ps->dict, wid), logmath_exp(lmath, prob)); } itor = ps_seg_next(itor); } ckd_free(dupid); return 0; } static void process_ctl(ps_decoder_t *ps, cmd_ln_t *config, FILE *ctlfh) { int32 ctloffset, ctlcount, ctlincr; int32 i; char *line; size_t len; FILE *hypfh = NULL, *hypsegfh = NULL, *ctmfh = NULL; FILE *mllrfh = NULL, *lmfh = NULL, *fsgfh = NULL; double n_speech, n_cpu, n_wall; char const *outlatdir; char const *nbestdir; char const *str; int frate; ctloffset = cmd_ln_int32_r(config, "-ctloffset"); ctlcount = cmd_ln_int32_r(config, "-ctlcount"); ctlincr = cmd_ln_int32_r(config, "-ctlincr"); outlatdir = cmd_ln_str_r(config, "-outlatdir"); nbestdir = cmd_ln_str_r(config, "-nbestdir"); frate = cmd_ln_int32_r(config, "-frate"); if ((str = cmd_ln_str_r(config, "-mllrctl"))) { mllrfh = fopen(str, "r"); if (mllrfh == NULL) { E_ERROR_SYSTEM("Failed to open MLLR control file file %s", str); goto done; } } if ((str = cmd_ln_str_r(config, "-fsgctl"))) { fsgfh = fopen(str, "r"); if (fsgfh == NULL) { E_ERROR_SYSTEM("Failed to open FSG control file file %s", str); goto done; } } if ((str = cmd_ln_str_r(config, "-lmnamectl"))) { lmfh = fopen(str, "r"); if (lmfh == NULL) { E_ERROR_SYSTEM("Failed to open LM name control file file %s", str); goto done; } } if ((str = cmd_ln_str_r(config, "-hyp"))) { hypfh = fopen(str, "w"); if (hypfh == NULL) { E_ERROR_SYSTEM("Failed to open hypothesis file %s for writing", str); goto done; } setbuf(hypfh, NULL); } if ((str = cmd_ln_str_r(config, "-hypseg"))) { hypsegfh = fopen(str, "w"); if (hypsegfh == NULL) { E_ERROR_SYSTEM("Failed to open hypothesis file %s for writing", str); goto done; } setbuf(hypsegfh, NULL); } if ((str = cmd_ln_str_r(config, "-ctm"))) { ctmfh = fopen(str, "w"); if (ctmfh == NULL) { E_ERROR_SYSTEM("Failed to open hypothesis file %s for writing", str); goto done; } setbuf(ctmfh, NULL); } i = 0; while ((line = fread_line(ctlfh, &len))) { char *wptr[4]; int32 nf, sf, ef; char *mllrline = NULL, *lmline = NULL, *fsgline = NULL; char *fsgfile = NULL, *lmname = NULL, *mllrfile = NULL; if (mllrfh) { mllrline = fread_line(mllrfh, &len); if (mllrline == NULL) { E_ERROR("File size mismatch between control and MLLR control\n"); ckd_free(line); ckd_free(mllrline); goto done; } mllrfile = string_trim(mllrline, STRING_BOTH); } if (lmfh) { lmline = fread_line(lmfh, &len); if (lmline == NULL) { E_ERROR("File size mismatch between control and LM control\n"); ckd_free(line); ckd_free(lmline); goto done; } lmname = string_trim(lmline, STRING_BOTH); } if (fsgfh) { fsgline = fread_line(fsgfh, &len); if (fsgline == NULL) { E_ERROR("File size mismatch between control and FSG control\n"); ckd_free(line); ckd_free(fsgline); goto done; } fsgfile = string_trim(fsgline, STRING_BOTH); } if (i < ctloffset) { i += ctlincr; goto nextline; } if (ctlcount != -1 && i >= ctloffset + ctlcount) { goto nextline; } sf = 0; ef = -1; nf = str2words(line, wptr, 4); if (nf == 0) { /* Do nothing. */ } else if (nf < 0) { E_ERROR("Unexpected extra data in control file at line %d\n", i); } else { char const *hyp, *file, *uttid; int32 score; file = wptr[0]; if (nf > 1) sf = atoi(wptr[1]); if (nf > 2) ef = atoi(wptr[2]); if (nf > 3) uttid = wptr[3]; else uttid = file; E_INFO("Decoding '%s'\n", uttid); /* Do actual decoding. */ if(process_mllrctl_line(ps, config, mllrfile) < 0) continue; if(process_lmnamectl_line(ps, config, lmname) < 0) continue; if(process_fsgctl_line(ps, config, fsgfile) < 0) continue; if(process_ctl_line(ps, config, file, uttid, sf, ef) < 0) continue; hyp = ps_get_hyp(ps, &score); /* Write out results and such. */ if (hypfh) { fprintf(hypfh, "%s (%s %d)\n", hyp ? hyp : "", uttid, score); } if (hypsegfh) { write_hypseg(hypsegfh, ps, uttid); } if (ctmfh) { ps_seg_t *itor = ps_seg_iter(ps, &score); write_ctm(ctmfh, ps, itor, uttid, frate); } if (outlatdir) { write_lattice(ps, outlatdir, uttid); } if (nbestdir) { write_nbest(ps, nbestdir, uttid); } ps_get_utt_time(ps, &n_speech, &n_cpu, &n_wall); E_INFO("%s: %.2f seconds speech, %.2f seconds CPU, %.2f seconds wall\n", uttid, n_speech, n_cpu, n_wall); E_INFO("%s: %.2f xRT (CPU), %.2f xRT (elapsed)\n", uttid, n_cpu / n_speech, n_wall / n_speech); /* help make the logfile somewhat less opaque (air) */ E_INFO_NOFN("%s (%s %d)\n", hyp ? hyp : "", uttid, score); E_INFO_NOFN("%s done --------------------------------------\n", uttid); } i += ctlincr; nextline: ckd_free(mllrline); ckd_free(fsgline); ckd_free(lmline); ckd_free(line); } ps_get_all_time(ps, &n_speech, &n_cpu, &n_wall); E_INFO("TOTAL %.2f seconds speech, %.2f seconds CPU, %.2f seconds wall\n", n_speech, n_cpu, n_wall); E_INFO("AVERAGE %.2f xRT (CPU), %.2f xRT (elapsed)\n", n_cpu / n_speech, n_wall / n_speech); done: if (hypfh) fclose(hypfh); if (hypsegfh) fclose(hypsegfh); if (ctmfh) fclose(ctmfh); } int main(int32 argc, char *argv[]) { ps_decoder_t *ps; cmd_ln_t *config; char const *ctl; FILE *ctlfh; config = cmd_ln_parse_r(NULL, ps_args_def, argc, argv, TRUE); /* Handle argument file as -argfile. */ if (config && (ctl = cmd_ln_str_r(config, "-argfile")) != NULL) { config = cmd_ln_parse_file_r(config, ps_args_def, ctl, FALSE); } if (config == NULL) { /* This probably just means that we got no arguments. */ return 1; } if ((ctl = cmd_ln_str_r(config, "-ctl")) == NULL) { E_FATAL("-ctl argument not present, nothing to do in batch mode!\n"); } if ((ctlfh = fopen(ctl, "r")) == NULL) { E_FATAL_SYSTEM("Failed to open control file '%s'", ctl); } ps_default_search_args(config); if (!(ps = ps_init(config))) { cmd_ln_free_r(config); fclose(ctlfh); E_FATAL("PocketSphinx decoder init failed\n"); } process_ctl(ps, config, ctlfh); fclose(ctlfh); ps_free(ps); cmd_ln_free_r(config); return 0; } #if defined(_WIN32_WCE) #pragma comment(linker,"/entry:mainWCRTStartup") #include /* Windows Mobile has the Unicode main only */ int wmain(int32 argc, wchar_t *wargv[]) { char** argv; size_t wlen; size_t len; int i; argv = malloc(argc*sizeof(char*)); for (i = 0; i < argc; i++){ wlen = lstrlenW(wargv[i]); len = wcstombs(NULL, wargv[i], wlen); argv[i] = malloc(len+1); wcstombs(argv[i], wargv[i], wlen); } /* assuming ASCII parameters */ return main(argc, argv); } #endif pocketsphinx-5prealpha/src/programs/mdef_convert.c0000664000175000017500000000676112504317100017642 00000000000000/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 2006 Carnegie Mellon University. All rights * reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * * This work was supported in part by funding from the Defense Advanced * Research Projects Agency and the National Science Foundation of the * United States of America, and the CMU Sphinx Speech Consortium. * * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * * ==================================================================== * */ /** * mdef_convert.c - convert text to binary model definition files (and vice versa) * * Author: David Huggins-Daines **/ #include #include #include #include "bin_mdef.h" int main(int argc, char *argv[]) { const char *infile, *outfile; bin_mdef_t *bin; int tobin = 1; if (argc < 3 || argc > 4) { fprintf(stderr, "Usage: %s [-text | -bin] INPUT OUTPUT\n", argv[0]); return 1; } if (argv[1][0] == '-') { if (strcmp(argv[1], "-text") == 0) { tobin = 0; ++argv; } else if (strcmp(argv[1], "-bin") == 0) { tobin = 1; ++argv; } else { fprintf(stderr, "Unknown argument %s\n", argv[1]); fprintf(stderr, "Usage: %s [-text | -bin] INPUT OUTPUT\n", argv[0]); return 1; } } infile = argv[1]; outfile = argv[2]; if (tobin) { if ((bin = bin_mdef_read_text(NULL, infile)) == NULL) { fprintf(stderr, "Failed to read text mdef from %s\n", infile); return 1; } if (bin_mdef_write(bin, outfile) < 0) { fprintf(stderr, "Failed to write binary mdef to %s\n", outfile); return 1; } } else { if ((bin = bin_mdef_read(NULL, infile)) == NULL) { fprintf(stderr, "Failed to read binary mdef from %s\n", infile); return 1; } if (bin_mdef_write_text(bin, outfile) < 0) { fprintf(stderr, "Failed to write text mdef to %s\n", outfile); return 1; } } return 0; } pocketsphinx-5prealpha/src/Makefile.am0000664000175000017500000000006412504317100015213 00000000000000SUBDIRS = libpocketsphinx \ programs \ gst-plugin pocketsphinx-5prealpha/src/Makefile.in0000664000175000017500000004515712525147724015260 00000000000000# Makefile.in generated by automake 1.13.4 from Makefile.am. # @configure_input@ # Copyright (C) 1994-2013 Free Software Foundation, Inc. # This Makefile.in is free software; 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Other OPTION-NAMEs are # saved as a flag. m4_define([_LT_SET_OPTION], [m4_define(_LT_MANGLE_OPTION([$1], [$2]))dnl m4_ifdef(_LT_MANGLE_DEFUN([$1], [$2]), _LT_MANGLE_DEFUN([$1], [$2]), [m4_warning([Unknown $1 option `$2'])])[]dnl ]) # _LT_IF_OPTION(MACRO-NAME, OPTION-NAME, IF-SET, [IF-NOT-SET]) # ------------------------------------------------------------ # Execute IF-SET if OPTION is set, IF-NOT-SET otherwise. m4_define([_LT_IF_OPTION], [m4_ifdef(_LT_MANGLE_OPTION([$1], [$2]), [$3], [$4])]) # _LT_UNLESS_OPTIONS(MACRO-NAME, OPTION-LIST, IF-NOT-SET) # ------------------------------------------------------- # Execute IF-NOT-SET unless all options in OPTION-LIST for MACRO-NAME # are set. m4_define([_LT_UNLESS_OPTIONS], [m4_foreach([_LT_Option], m4_split(m4_normalize([$2])), [m4_ifdef(_LT_MANGLE_OPTION([$1], _LT_Option), [m4_define([$0_found])])])[]dnl m4_ifdef([$0_found], [m4_undefine([$0_found])], [$3 ])[]dnl ]) # _LT_SET_OPTIONS(MACRO-NAME, OPTION-LIST) # ---------------------------------------- # OPTION-LIST is a space-separated list of Libtool options associated # with MACRO-NAME. If any OPTION has a matching handler declared with # LT_OPTION_DEFINE, dispatch to that macro; otherwise complain about # the unknown option and exit. m4_defun([_LT_SET_OPTIONS], [# Set options m4_foreach([_LT_Option], m4_split(m4_normalize([$2])), [_LT_SET_OPTION([$1], _LT_Option)]) m4_if([$1],[LT_INIT],[ dnl dnl Simply set some default values (i.e off) if boolean options were not dnl specified: _LT_UNLESS_OPTIONS([LT_INIT], [dlopen], [enable_dlopen=no ]) _LT_UNLESS_OPTIONS([LT_INIT], [win32-dll], [enable_win32_dll=no ]) dnl dnl If no reference was made to various pairs of opposing options, then dnl we run the default mode handler for the pair. For example, if neither dnl `shared' nor `disable-shared' was passed, we enable building of shared dnl archives by default: _LT_UNLESS_OPTIONS([LT_INIT], [shared disable-shared], [_LT_ENABLE_SHARED]) _LT_UNLESS_OPTIONS([LT_INIT], [static disable-static], [_LT_ENABLE_STATIC]) _LT_UNLESS_OPTIONS([LT_INIT], [pic-only no-pic], [_LT_WITH_PIC]) _LT_UNLESS_OPTIONS([LT_INIT], [fast-install disable-fast-install], [_LT_ENABLE_FAST_INSTALL]) ]) ])# _LT_SET_OPTIONS ## --------------------------------- ## ## Macros to handle LT_INIT options. ## ## --------------------------------- ## # _LT_MANGLE_DEFUN(MACRO-NAME, OPTION-NAME) # ----------------------------------------- m4_define([_LT_MANGLE_DEFUN], [[_LT_OPTION_DEFUN_]m4_bpatsubst(m4_toupper([$1__$2]), [[^A-Z0-9_]], [_])]) # LT_OPTION_DEFINE(MACRO-NAME, OPTION-NAME, CODE) # ----------------------------------------------- m4_define([LT_OPTION_DEFINE], [m4_define(_LT_MANGLE_DEFUN([$1], [$2]), [$3])[]dnl ])# LT_OPTION_DEFINE # dlopen # ------ LT_OPTION_DEFINE([LT_INIT], [dlopen], [enable_dlopen=yes ]) AU_DEFUN([AC_LIBTOOL_DLOPEN], [_LT_SET_OPTION([LT_INIT], [dlopen]) AC_DIAGNOSE([obsolete], [$0: Remove this warning and the call to _LT_SET_OPTION when you put the `dlopen' option into LT_INIT's first parameter.]) ]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_LIBTOOL_DLOPEN], []) # win32-dll # --------- # Declare package support for building win32 dll's. LT_OPTION_DEFINE([LT_INIT], [win32-dll], [enable_win32_dll=yes case $host in *-*-cygwin* | *-*-mingw* | *-*-pw32* | *-*-cegcc*) AC_CHECK_TOOL(AS, as, false) AC_CHECK_TOOL(DLLTOOL, dlltool, false) AC_CHECK_TOOL(OBJDUMP, objdump, false) ;; esac test -z "$AS" && AS=as _LT_DECL([], [AS], [1], [Assembler program])dnl test -z "$DLLTOOL" && DLLTOOL=dlltool _LT_DECL([], [DLLTOOL], [1], [DLL creation program])dnl test -z "$OBJDUMP" && OBJDUMP=objdump _LT_DECL([], [OBJDUMP], [1], [Object dumper program])dnl ])# win32-dll AU_DEFUN([AC_LIBTOOL_WIN32_DLL], [AC_REQUIRE([AC_CANONICAL_HOST])dnl _LT_SET_OPTION([LT_INIT], [win32-dll]) AC_DIAGNOSE([obsolete], [$0: Remove this warning and the call to _LT_SET_OPTION when you put the `win32-dll' option into LT_INIT's first parameter.]) ]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_LIBTOOL_WIN32_DLL], []) # _LT_ENABLE_SHARED([DEFAULT]) # ---------------------------- # implement the --enable-shared flag, and supports the `shared' and # `disable-shared' LT_INIT options. # DEFAULT is either `yes' or `no'. If omitted, it defaults to `yes'. m4_define([_LT_ENABLE_SHARED], [m4_define([_LT_ENABLE_SHARED_DEFAULT], [m4_if($1, no, no, yes)])dnl AC_ARG_ENABLE([shared], [AS_HELP_STRING([--enable-shared@<:@=PKGS@:>@], [build shared libraries @<:@default=]_LT_ENABLE_SHARED_DEFAULT[@:>@])], [p=${PACKAGE-default} case $enableval in yes) enable_shared=yes ;; no) enable_shared=no ;; *) enable_shared=no # Look at the argument we got. We use all the common list separators. lt_save_ifs="$IFS"; IFS="${IFS}$PATH_SEPARATOR," for pkg in $enableval; do IFS="$lt_save_ifs" if test "X$pkg" = "X$p"; then enable_shared=yes fi done IFS="$lt_save_ifs" ;; esac], [enable_shared=]_LT_ENABLE_SHARED_DEFAULT) _LT_DECL([build_libtool_libs], [enable_shared], [0], [Whether or not to build shared libraries]) ])# _LT_ENABLE_SHARED LT_OPTION_DEFINE([LT_INIT], [shared], [_LT_ENABLE_SHARED([yes])]) LT_OPTION_DEFINE([LT_INIT], [disable-shared], [_LT_ENABLE_SHARED([no])]) # Old names: AC_DEFUN([AC_ENABLE_SHARED], [_LT_SET_OPTION([LT_INIT], m4_if([$1], [no], [disable-])[shared]) ]) AC_DEFUN([AC_DISABLE_SHARED], [_LT_SET_OPTION([LT_INIT], [disable-shared]) ]) AU_DEFUN([AM_ENABLE_SHARED], [AC_ENABLE_SHARED($@)]) AU_DEFUN([AM_DISABLE_SHARED], [AC_DISABLE_SHARED($@)]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AM_ENABLE_SHARED], []) dnl AC_DEFUN([AM_DISABLE_SHARED], []) # _LT_ENABLE_STATIC([DEFAULT]) # ---------------------------- # implement the --enable-static flag, and support the `static' and # `disable-static' LT_INIT options. # DEFAULT is either `yes' or `no'. If omitted, it defaults to `yes'. m4_define([_LT_ENABLE_STATIC], [m4_define([_LT_ENABLE_STATIC_DEFAULT], [m4_if($1, no, no, yes)])dnl AC_ARG_ENABLE([static], [AS_HELP_STRING([--enable-static@<:@=PKGS@:>@], [build static libraries @<:@default=]_LT_ENABLE_STATIC_DEFAULT[@:>@])], [p=${PACKAGE-default} case $enableval in yes) enable_static=yes ;; no) enable_static=no ;; *) enable_static=no # Look at the argument we got. We use all the common list separators. lt_save_ifs="$IFS"; IFS="${IFS}$PATH_SEPARATOR," for pkg in $enableval; do IFS="$lt_save_ifs" if test "X$pkg" = "X$p"; then enable_static=yes fi done IFS="$lt_save_ifs" ;; esac], [enable_static=]_LT_ENABLE_STATIC_DEFAULT) _LT_DECL([build_old_libs], [enable_static], [0], [Whether or not to build static libraries]) ])# _LT_ENABLE_STATIC LT_OPTION_DEFINE([LT_INIT], [static], [_LT_ENABLE_STATIC([yes])]) LT_OPTION_DEFINE([LT_INIT], [disable-static], [_LT_ENABLE_STATIC([no])]) # Old names: AC_DEFUN([AC_ENABLE_STATIC], [_LT_SET_OPTION([LT_INIT], m4_if([$1], [no], [disable-])[static]) ]) AC_DEFUN([AC_DISABLE_STATIC], [_LT_SET_OPTION([LT_INIT], [disable-static]) ]) AU_DEFUN([AM_ENABLE_STATIC], [AC_ENABLE_STATIC($@)]) AU_DEFUN([AM_DISABLE_STATIC], [AC_DISABLE_STATIC($@)]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AM_ENABLE_STATIC], []) dnl AC_DEFUN([AM_DISABLE_STATIC], []) # _LT_ENABLE_FAST_INSTALL([DEFAULT]) # ---------------------------------- # implement the --enable-fast-install flag, and support the `fast-install' # and `disable-fast-install' LT_INIT options. # DEFAULT is either `yes' or `no'. If omitted, it defaults to `yes'. m4_define([_LT_ENABLE_FAST_INSTALL], [m4_define([_LT_ENABLE_FAST_INSTALL_DEFAULT], [m4_if($1, no, no, yes)])dnl AC_ARG_ENABLE([fast-install], [AS_HELP_STRING([--enable-fast-install@<:@=PKGS@:>@], [optimize for fast installation @<:@default=]_LT_ENABLE_FAST_INSTALL_DEFAULT[@:>@])], [p=${PACKAGE-default} case $enableval in yes) enable_fast_install=yes ;; no) enable_fast_install=no ;; *) enable_fast_install=no # Look at the argument we got. We use all the common list separators. lt_save_ifs="$IFS"; IFS="${IFS}$PATH_SEPARATOR," for pkg in $enableval; do IFS="$lt_save_ifs" if test "X$pkg" = "X$p"; then enable_fast_install=yes fi done IFS="$lt_save_ifs" ;; esac], [enable_fast_install=]_LT_ENABLE_FAST_INSTALL_DEFAULT) _LT_DECL([fast_install], [enable_fast_install], [0], [Whether or not to optimize for fast installation])dnl ])# _LT_ENABLE_FAST_INSTALL LT_OPTION_DEFINE([LT_INIT], [fast-install], [_LT_ENABLE_FAST_INSTALL([yes])]) LT_OPTION_DEFINE([LT_INIT], [disable-fast-install], [_LT_ENABLE_FAST_INSTALL([no])]) # Old names: AU_DEFUN([AC_ENABLE_FAST_INSTALL], [_LT_SET_OPTION([LT_INIT], m4_if([$1], [no], [disable-])[fast-install]) AC_DIAGNOSE([obsolete], [$0: Remove this warning and the call to _LT_SET_OPTION when you put the `fast-install' option into LT_INIT's first parameter.]) ]) AU_DEFUN([AC_DISABLE_FAST_INSTALL], [_LT_SET_OPTION([LT_INIT], [disable-fast-install]) AC_DIAGNOSE([obsolete], [$0: Remove this warning and the call to _LT_SET_OPTION when you put the `disable-fast-install' option into LT_INIT's first parameter.]) ]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_ENABLE_FAST_INSTALL], []) dnl AC_DEFUN([AM_DISABLE_FAST_INSTALL], []) # _LT_WITH_PIC([MODE]) # -------------------- # implement the --with-pic flag, and support the `pic-only' and `no-pic' # LT_INIT options. # MODE is either `yes' or `no'. 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We use all the common list separators. lt_save_ifs="$IFS"; IFS="${IFS}$PATH_SEPARATOR," for lt_pkg in $withval; do IFS="$lt_save_ifs" if test "X$lt_pkg" = "X$lt_p"; then pic_mode=yes fi done IFS="$lt_save_ifs" ;; esac], [pic_mode=default]) test -z "$pic_mode" && pic_mode=m4_default([$1], [default]) _LT_DECL([], [pic_mode], [0], [What type of objects to build])dnl ])# _LT_WITH_PIC LT_OPTION_DEFINE([LT_INIT], [pic-only], [_LT_WITH_PIC([yes])]) LT_OPTION_DEFINE([LT_INIT], [no-pic], [_LT_WITH_PIC([no])]) # Old name: AU_DEFUN([AC_LIBTOOL_PICMODE], [_LT_SET_OPTION([LT_INIT], [pic-only]) AC_DIAGNOSE([obsolete], [$0: Remove this warning and the call to _LT_SET_OPTION when you put the `pic-only' option into LT_INIT's first parameter.]) ]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_LIBTOOL_PICMODE], []) ## ----------------- ## ## LTDL_INIT Options ## ## ----------------- ## m4_define([_LTDL_MODE], []) LT_OPTION_DEFINE([LTDL_INIT], [nonrecursive], [m4_define([_LTDL_MODE], [nonrecursive])]) LT_OPTION_DEFINE([LTDL_INIT], [recursive], [m4_define([_LTDL_MODE], [recursive])]) LT_OPTION_DEFINE([LTDL_INIT], [subproject], [m4_define([_LTDL_MODE], [subproject])]) m4_define([_LTDL_TYPE], []) LT_OPTION_DEFINE([LTDL_INIT], [installable], [m4_define([_LTDL_TYPE], [installable])]) LT_OPTION_DEFINE([LTDL_INIT], [convenience], [m4_define([_LTDL_TYPE], [convenience])]) pocketsphinx-5prealpha/m4/pkg.m40000664000175000017500000001214512504317077013753 00000000000000# pkg.m4 - Macros to locate and utilise pkg-config. -*- Autoconf -*- # # Copyright © 2004 Scott James Remnant . # # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, but # WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU # General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program; if not, write to the Free Software # Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. # # As a special exception to the GNU General Public License, if you # distribute this file as part of a program that contains a # configuration script generated by Autoconf, you may include it under # the same distribution terms that you use for the rest of that program. # PKG_PROG_PKG_CONFIG([MIN-VERSION]) # ---------------------------------- AC_DEFUN([PKG_PROG_PKG_CONFIG], [m4_pattern_forbid([^_?PKG_[A-Z_]+$]) m4_pattern_allow([^PKG_CONFIG(_PATH)?$]) AC_ARG_VAR([PKG_CONFIG], [path to pkg-config utility])dnl if test "x$ac_cv_env_PKG_CONFIG_set" != "xset"; then AC_PATH_TOOL([PKG_CONFIG], [pkg-config]) fi if test -n "$PKG_CONFIG"; then _pkg_min_version=m4_default([$1], [0.9.0]) AC_MSG_CHECKING([pkg-config is at least version $_pkg_min_version]) if $PKG_CONFIG --atleast-pkgconfig-version $_pkg_min_version; then AC_MSG_RESULT([yes]) else AC_MSG_RESULT([no]) PKG_CONFIG="" fi fi[]dnl ])# PKG_PROG_PKG_CONFIG # PKG_CHECK_EXISTS(MODULES, [ACTION-IF-FOUND], [ACTION-IF-NOT-FOUND]) # # Check to see whether a particular set of modules exists. Similar # to PKG_CHECK_MODULES(), but does not set variables or print errors. # # # Similar to PKG_CHECK_MODULES, make sure that the first instance of # this or PKG_CHECK_MODULES is called, or make sure to call # PKG_CHECK_EXISTS manually # -------------------------------------------------------------- AC_DEFUN([PKG_CHECK_EXISTS], [AC_REQUIRE([PKG_PROG_PKG_CONFIG])dnl if test -n "$PKG_CONFIG" && \ AC_RUN_LOG([$PKG_CONFIG --exists --print-errors "$1"]); then m4_ifval([$2], [$2], [:]) m4_ifvaln([$3], [else $3])dnl fi]) # _PKG_CONFIG([VARIABLE], [COMMAND], [MODULES]) # --------------------------------------------- m4_define([_PKG_CONFIG], [if test -n "$PKG_CONFIG"; then if test -n "$$1"; then pkg_cv_[]$1="$$1" else PKG_CHECK_EXISTS([$3], [pkg_cv_[]$1=`$PKG_CONFIG --[]$2 "$3" 2>/dev/null`], [pkg_failed=yes]) fi else pkg_failed=untried fi[]dnl ])# _PKG_CONFIG # _PKG_SHORT_ERRORS_SUPPORTED # ----------------------------- AC_DEFUN([_PKG_SHORT_ERRORS_SUPPORTED], [AC_REQUIRE([PKG_PROG_PKG_CONFIG]) if $PKG_CONFIG --atleast-pkgconfig-version 0.20; then _pkg_short_errors_supported=yes else _pkg_short_errors_supported=no fi[]dnl ])# _PKG_SHORT_ERRORS_SUPPORTED # PKG_CHECK_MODULES(VARIABLE-PREFIX, MODULES, [ACTION-IF-FOUND], # [ACTION-IF-NOT-FOUND]) # # # Note that if there is a possibility the first call to # PKG_CHECK_MODULES might not happen, you should be sure to include an # explicit call to PKG_PROG_PKG_CONFIG in your configure.ac # # # -------------------------------------------------------------- AC_DEFUN([PKG_CHECK_MODULES], [AC_REQUIRE([PKG_PROG_PKG_CONFIG])dnl AC_ARG_VAR([$1][_CFLAGS], [C compiler flags for $1, overriding pkg-config])dnl AC_ARG_VAR([$1][_LIBS], [linker flags for $1, overriding pkg-config])dnl pkg_failed=no AC_MSG_CHECKING([for $1]) _PKG_CONFIG([$1][_CFLAGS], [cflags], [$2]) _PKG_CONFIG([$1][_LIBS], [libs], [$2]) m4_define([_PKG_TEXT], [Alternatively, you may set the environment variables $1[]_CFLAGS and $1[]_LIBS to avoid the need to call pkg-config. 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If SWIG is # found, then SWIG_LIB is set to the SWIG library path, and AC_SUBST'd. # # You can use the optional first argument to check if the version of the # available SWIG is greater than or equal to the value of the argument. It # should have the format: N[.N[.N]] (N is a number between 0 and 999. Only # the first N is mandatory.) If the version argument is given (e.g. # 1.3.17), AX_PKG_SWIG checks that the swig package is this version number # or higher. # # As usual, action-if-found is executed if SWIG is found, otherwise # action-if-not-found is executed. # # In configure.in, use as: # # AX_PKG_SWIG(1.3.17, [], [ AC_MSG_ERROR([SWIG is required to build..]) ]) # AX_SWIG_ENABLE_CXX # AX_SWIG_MULTI_MODULE_SUPPORT # AX_SWIG_PYTHON # # LICENSE # # Copyright (c) 2008 Sebastian Huber # Copyright (c) 2008 Alan W. Irwin # Copyright (c) 2008 Rafael Laboissiere # Copyright (c) 2008 Andrew Collier # Copyright (c) 2011 Murray Cumming # # This program is free software; you can redistribute it and/or modify it # under the terms of the GNU General Public License as published by the # Free Software Foundation; either version 2 of the License, or (at your # option) any later version. # # This program is distributed in the hope that it will be useful, but # WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General # Public License for more details. # # You should have received a copy of the GNU General Public License along # with this program. If not, see . # # As a special exception, the respective Autoconf Macro's copyright owner # gives unlimited permission to copy, distribute and modify the configure # scripts that are the output of Autoconf when processing the Macro. You # need not follow the terms of the GNU General Public License when using # or distributing such scripts, even though portions of the text of the # Macro appear in them. The GNU General Public License (GPL) does govern # all other use of the material that constitutes the Autoconf Macro. # # This special exception to the GPL applies to versions of the Autoconf # Macro released by the Autoconf Archive. When you make and distribute a # modified version of the Autoconf Macro, you may extend this special # exception to the GPL to apply to your modified version as well. #serial 11 AC_DEFUN([AX_PKG_SWIG],[ # Ubuntu has swig 2.0 as /usr/bin/swig2.0 AC_PATH_PROGS([SWIG],[swig swig2.0]) if test -z "$SWIG" ; then m4_ifval([$3],[$3],[:]) elif test -n "$1" ; then AC_MSG_CHECKING([SWIG version]) [swig_version=`$SWIG -version 2>&1 | grep 'SWIG Version' | sed 's/.*\([0-9][0-9]*\.[0-9][0-9]*\.[0-9][0-9]*\).*/\1/g'`] AC_MSG_RESULT([$swig_version]) if test -n "$swig_version" ; then # Calculate the required version number components [required=$1] [required_major=`echo $required | sed 's/[^0-9].*//'`] if test -z "$required_major" ; then [required_major=0] fi [required=`echo $required | sed 's/[0-9]*[^0-9]//'`] [required_minor=`echo $required | sed 's/[^0-9].*//'`] if test -z "$required_minor" ; then [required_minor=0] fi [required=`echo $required | sed 's/[0-9]*[^0-9]//'`] [required_patch=`echo $required | sed 's/[^0-9].*//'`] if test -z "$required_patch" ; then [required_patch=0] fi # Calculate the available version number components [available=$swig_version] [available_major=`echo $available | sed 's/[^0-9].*//'`] if test -z "$available_major" ; then [available_major=0] fi [available=`echo $available | sed 's/[0-9]*[^0-9]//'`] [available_minor=`echo $available | sed 's/[^0-9].*//'`] if test -z "$available_minor" ; then [available_minor=0] fi [available=`echo $available | sed 's/[0-9]*[^0-9]//'`] [available_patch=`echo $available | sed 's/[^0-9].*//'`] if test -z "$available_patch" ; then [available_patch=0] fi # Convert the version tuple into a single number for easier comparison. # Using base 100 should be safe since SWIG internally uses BCD values # to encode its version number. required_swig_vernum=`expr $required_major \* 10000 \ \+ $required_minor \* 100 \+ $required_patch` available_swig_vernum=`expr $available_major \* 10000 \ \+ $available_minor \* 100 \+ $available_patch` if test $available_swig_vernum -lt $required_swig_vernum; then AC_MSG_WARN([SWIG version >= $1 is required. 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See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with GNU Libtool; see the file COPYING. If not, a copy # can be downloaded from http://www.gnu.org/licenses/gpl.html, or # obtained by writing to the Free Software Foundation, Inc., # 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. ]) # serial 57 LT_INIT # LT_PREREQ(VERSION) # ------------------ # Complain and exit if this libtool version is less that VERSION. m4_defun([LT_PREREQ], [m4_if(m4_version_compare(m4_defn([LT_PACKAGE_VERSION]), [$1]), -1, [m4_default([$3], [m4_fatal([Libtool version $1 or higher is required], 63)])], [$2])]) # _LT_CHECK_BUILDDIR # ------------------ # Complain if the absolute build directory name contains unusual characters m4_defun([_LT_CHECK_BUILDDIR], [case `pwd` in *\ * | *\ *) AC_MSG_WARN([Libtool does not cope well with whitespace in `pwd`]) ;; esac ]) # LT_INIT([OPTIONS]) # ------------------ AC_DEFUN([LT_INIT], [AC_PREREQ([2.58])dnl We use AC_INCLUDES_DEFAULT AC_REQUIRE([AC_CONFIG_AUX_DIR_DEFAULT])dnl AC_BEFORE([$0], [LT_LANG])dnl AC_BEFORE([$0], [LT_OUTPUT])dnl AC_BEFORE([$0], [LTDL_INIT])dnl m4_require([_LT_CHECK_BUILDDIR])dnl dnl Autoconf doesn't catch unexpanded LT_ macros by default: m4_pattern_forbid([^_?LT_[A-Z_]+$])dnl m4_pattern_allow([^(_LT_EOF|LT_DLGLOBAL|LT_DLLAZY_OR_NOW|LT_MULTI_MODULE)$])dnl dnl aclocal doesn't pull ltoptions.m4, ltsugar.m4, or ltversion.m4 dnl unless we require an AC_DEFUNed macro: AC_REQUIRE([LTOPTIONS_VERSION])dnl AC_REQUIRE([LTSUGAR_VERSION])dnl AC_REQUIRE([LTVERSION_VERSION])dnl AC_REQUIRE([LTOBSOLETE_VERSION])dnl m4_require([_LT_PROG_LTMAIN])dnl _LT_SHELL_INIT([SHELL=${CONFIG_SHELL-/bin/sh}]) dnl Parse OPTIONS _LT_SET_OPTIONS([$0], [$1]) # This can be used to rebuild libtool when needed LIBTOOL_DEPS="$ltmain" # Always use our own libtool. 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It is not # nice to cause kernel panics so lets avoid the loop below. # First set a reasonable default. lt_cv_sys_max_cmd_len=16384 # if test -x /sbin/sysconfig; then case `/sbin/sysconfig -q proc exec_disable_arg_limit` in *1*) lt_cv_sys_max_cmd_len=-1 ;; esac fi ;; sco3.2v5*) lt_cv_sys_max_cmd_len=102400 ;; sysv5* | sco5v6* | sysv4.2uw2*) kargmax=`grep ARG_MAX /etc/conf/cf.d/stune 2>/dev/null` if test -n "$kargmax"; then lt_cv_sys_max_cmd_len=`echo $kargmax | sed 's/.*[[ ]]//'` else lt_cv_sys_max_cmd_len=32768 fi ;; *) lt_cv_sys_max_cmd_len=`(getconf ARG_MAX) 2> /dev/null` if test -n "$lt_cv_sys_max_cmd_len"; then lt_cv_sys_max_cmd_len=`expr $lt_cv_sys_max_cmd_len \/ 4` lt_cv_sys_max_cmd_len=`expr $lt_cv_sys_max_cmd_len \* 3` else # Make teststring a little bigger before we do anything with it. # a 1K string should be a reasonable start. for i in 1 2 3 4 5 6 7 8 ; do teststring=$teststring$teststring done SHELL=${SHELL-${CONFIG_SHELL-/bin/sh}} # If test is not a shell built-in, we'll probably end up computing a # maximum length that is only half of the actual maximum length, but # we can't tell. while { test "X"`env echo "$teststring$teststring" 2>/dev/null` \ = "X$teststring$teststring"; } >/dev/null 2>&1 && test $i != 17 # 1/2 MB should be enough do i=`expr $i + 1` teststring=$teststring$teststring done # Only check the string length outside the loop. lt_cv_sys_max_cmd_len=`expr "X$teststring" : ".*" 2>&1` teststring= # Add a significant safety factor because C++ compilers can tack on # massive amounts of additional arguments before passing them to the # linker. It appears as though 1/2 is a usable value. lt_cv_sys_max_cmd_len=`expr $lt_cv_sys_max_cmd_len \/ 2` fi ;; esac ]) if test -n $lt_cv_sys_max_cmd_len ; then AC_MSG_RESULT($lt_cv_sys_max_cmd_len) else AC_MSG_RESULT(none) fi max_cmd_len=$lt_cv_sys_max_cmd_len _LT_DECL([], [max_cmd_len], [0], [What is the maximum length of a command?]) ])# LT_CMD_MAX_LEN # Old name: AU_ALIAS([AC_LIBTOOL_SYS_MAX_CMD_LEN], [LT_CMD_MAX_LEN]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_LIBTOOL_SYS_MAX_CMD_LEN], []) # _LT_HEADER_DLFCN # ---------------- m4_defun([_LT_HEADER_DLFCN], [AC_CHECK_HEADERS([dlfcn.h], [], [], [AC_INCLUDES_DEFAULT])dnl ])# _LT_HEADER_DLFCN # _LT_TRY_DLOPEN_SELF (ACTION-IF-TRUE, ACTION-IF-TRUE-W-USCORE, # ACTION-IF-FALSE, ACTION-IF-CROSS-COMPILING) # ---------------------------------------------------------------- m4_defun([_LT_TRY_DLOPEN_SELF], [m4_require([_LT_HEADER_DLFCN])dnl if test "$cross_compiling" = yes; then : [$4] else lt_dlunknown=0; lt_dlno_uscore=1; lt_dlneed_uscore=2 lt_status=$lt_dlunknown cat > conftest.$ac_ext <<_LT_EOF [#line $LINENO "configure" #include "confdefs.h" #if HAVE_DLFCN_H #include #endif #include #ifdef RTLD_GLOBAL # define LT_DLGLOBAL RTLD_GLOBAL #else # ifdef DL_GLOBAL # define LT_DLGLOBAL DL_GLOBAL # else # define LT_DLGLOBAL 0 # endif #endif /* We may have to define LT_DLLAZY_OR_NOW in the command line if we find out it does not work in some platform. */ #ifndef LT_DLLAZY_OR_NOW # ifdef RTLD_LAZY # define LT_DLLAZY_OR_NOW RTLD_LAZY # else # ifdef DL_LAZY # define LT_DLLAZY_OR_NOW DL_LAZY # else # ifdef RTLD_NOW # define LT_DLLAZY_OR_NOW RTLD_NOW # else # ifdef DL_NOW # define LT_DLLAZY_OR_NOW DL_NOW # else # define LT_DLLAZY_OR_NOW 0 # endif # endif # endif # endif #endif /* When -fvisbility=hidden is used, assume the code has been annotated correspondingly for the symbols needed. */ #if defined(__GNUC__) && (((__GNUC__ == 3) && (__GNUC_MINOR__ >= 3)) || (__GNUC__ > 3)) int fnord () __attribute__((visibility("default"))); #endif int fnord () { return 42; } int main () { void *self = dlopen (0, LT_DLGLOBAL|LT_DLLAZY_OR_NOW); int status = $lt_dlunknown; if (self) { if (dlsym (self,"fnord")) status = $lt_dlno_uscore; else { if (dlsym( self,"_fnord")) status = $lt_dlneed_uscore; else puts (dlerror ()); } /* dlclose (self); */ } else puts (dlerror ()); return status; }] _LT_EOF if AC_TRY_EVAL(ac_link) && test -s conftest${ac_exeext} 2>/dev/null; then (./conftest; exit; ) >&AS_MESSAGE_LOG_FD 2>/dev/null lt_status=$? case x$lt_status in x$lt_dlno_uscore) $1 ;; x$lt_dlneed_uscore) $2 ;; x$lt_dlunknown|x*) $3 ;; esac else : # compilation failed $3 fi fi rm -fr conftest* ])# _LT_TRY_DLOPEN_SELF # LT_SYS_DLOPEN_SELF # ------------------ AC_DEFUN([LT_SYS_DLOPEN_SELF], [m4_require([_LT_HEADER_DLFCN])dnl if test "x$enable_dlopen" != xyes; then enable_dlopen=unknown enable_dlopen_self=unknown enable_dlopen_self_static=unknown else lt_cv_dlopen=no lt_cv_dlopen_libs= case $host_os in beos*) lt_cv_dlopen="load_add_on" lt_cv_dlopen_libs= lt_cv_dlopen_self=yes ;; mingw* | pw32* | cegcc*) lt_cv_dlopen="LoadLibrary" lt_cv_dlopen_libs= ;; cygwin*) lt_cv_dlopen="dlopen" lt_cv_dlopen_libs= ;; darwin*) # if libdl is installed we need to link against it AC_CHECK_LIB([dl], [dlopen], [lt_cv_dlopen="dlopen" lt_cv_dlopen_libs="-ldl"],[ lt_cv_dlopen="dyld" lt_cv_dlopen_libs= lt_cv_dlopen_self=yes ]) ;; *) AC_CHECK_FUNC([shl_load], [lt_cv_dlopen="shl_load"], [AC_CHECK_LIB([dld], [shl_load], [lt_cv_dlopen="shl_load" lt_cv_dlopen_libs="-ldld"], [AC_CHECK_FUNC([dlopen], [lt_cv_dlopen="dlopen"], [AC_CHECK_LIB([dl], [dlopen], [lt_cv_dlopen="dlopen" lt_cv_dlopen_libs="-ldl"], [AC_CHECK_LIB([svld], [dlopen], [lt_cv_dlopen="dlopen" lt_cv_dlopen_libs="-lsvld"], [AC_CHECK_LIB([dld], [dld_link], [lt_cv_dlopen="dld_link" lt_cv_dlopen_libs="-ldld"]) ]) ]) ]) ]) ]) ;; esac if test "x$lt_cv_dlopen" != xno; then enable_dlopen=yes else enable_dlopen=no fi case $lt_cv_dlopen in dlopen) save_CPPFLAGS="$CPPFLAGS" test "x$ac_cv_header_dlfcn_h" = xyes && CPPFLAGS="$CPPFLAGS -DHAVE_DLFCN_H" save_LDFLAGS="$LDFLAGS" wl=$lt_prog_compiler_wl eval LDFLAGS=\"\$LDFLAGS $export_dynamic_flag_spec\" save_LIBS="$LIBS" LIBS="$lt_cv_dlopen_libs $LIBS" AC_CACHE_CHECK([whether a program can dlopen itself], lt_cv_dlopen_self, [dnl _LT_TRY_DLOPEN_SELF( lt_cv_dlopen_self=yes, lt_cv_dlopen_self=yes, lt_cv_dlopen_self=no, lt_cv_dlopen_self=cross) ]) if test "x$lt_cv_dlopen_self" = xyes; then wl=$lt_prog_compiler_wl eval LDFLAGS=\"\$LDFLAGS $lt_prog_compiler_static\" AC_CACHE_CHECK([whether a statically linked program can dlopen itself], lt_cv_dlopen_self_static, [dnl _LT_TRY_DLOPEN_SELF( lt_cv_dlopen_self_static=yes, lt_cv_dlopen_self_static=yes, lt_cv_dlopen_self_static=no, lt_cv_dlopen_self_static=cross) ]) fi CPPFLAGS="$save_CPPFLAGS" LDFLAGS="$save_LDFLAGS" LIBS="$save_LIBS" ;; esac case $lt_cv_dlopen_self in yes|no) enable_dlopen_self=$lt_cv_dlopen_self ;; *) enable_dlopen_self=unknown ;; esac case $lt_cv_dlopen_self_static in yes|no) enable_dlopen_self_static=$lt_cv_dlopen_self_static ;; *) enable_dlopen_self_static=unknown ;; esac fi _LT_DECL([dlopen_support], [enable_dlopen], [0], [Whether dlopen is supported]) _LT_DECL([dlopen_self], [enable_dlopen_self], [0], [Whether dlopen of programs is supported]) _LT_DECL([dlopen_self_static], [enable_dlopen_self_static], [0], [Whether dlopen of statically linked programs is supported]) ])# LT_SYS_DLOPEN_SELF # Old name: AU_ALIAS([AC_LIBTOOL_DLOPEN_SELF], [LT_SYS_DLOPEN_SELF]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_LIBTOOL_DLOPEN_SELF], []) # _LT_COMPILER_C_O([TAGNAME]) # --------------------------- # Check to see if options -c and -o are simultaneously supported by compiler. # This macro does not hard code the compiler like AC_PROG_CC_C_O. m4_defun([_LT_COMPILER_C_O], [m4_require([_LT_DECL_SED])dnl m4_require([_LT_FILEUTILS_DEFAULTS])dnl m4_require([_LT_TAG_COMPILER])dnl AC_CACHE_CHECK([if $compiler supports -c -o file.$ac_objext], [_LT_TAGVAR(lt_cv_prog_compiler_c_o, $1)], [_LT_TAGVAR(lt_cv_prog_compiler_c_o, $1)=no $RM -r conftest 2>/dev/null mkdir conftest cd conftest mkdir out echo "$lt_simple_compile_test_code" > conftest.$ac_ext lt_compiler_flag="-o out/conftest2.$ac_objext" # Insert the option either (1) after the last *FLAGS variable, or # (2) before a word containing "conftest.", or (3) at the end. # Note that $ac_compile itself does not contain backslashes and begins # with a dollar sign (not a hyphen), so the echo should work correctly. lt_compile=`echo "$ac_compile" | $SED \ -e 's:.*FLAGS}\{0,1\} :&$lt_compiler_flag :; 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then # do not overwrite the value of need_locks provided by the user AC_MSG_CHECKING([if we can lock with hard links]) hard_links=yes $RM conftest* ln conftest.a conftest.b 2>/dev/null && hard_links=no touch conftest.a ln conftest.a conftest.b 2>&5 || hard_links=no ln conftest.a conftest.b 2>/dev/null && hard_links=no AC_MSG_RESULT([$hard_links]) if test "$hard_links" = no; then AC_MSG_WARN([`$CC' does not support `-c -o', so `make -j' may be unsafe]) need_locks=warn fi else need_locks=no fi _LT_DECL([], [need_locks], [1], [Must we lock files when doing compilation?]) ])# _LT_COMPILER_FILE_LOCKS # _LT_CHECK_OBJDIR # ---------------- m4_defun([_LT_CHECK_OBJDIR], [AC_CACHE_CHECK([for objdir], [lt_cv_objdir], [rm -f .libs 2>/dev/null mkdir .libs 2>/dev/null if test -d .libs; then lt_cv_objdir=.libs else # MS-DOS does not allow filenames that begin with a dot. lt_cv_objdir=_libs fi rmdir .libs 2>/dev/null]) objdir=$lt_cv_objdir _LT_DECL([], [objdir], [0], [The name of the directory that contains temporary libtool files])dnl m4_pattern_allow([LT_OBJDIR])dnl AC_DEFINE_UNQUOTED(LT_OBJDIR, "$lt_cv_objdir/", [Define to the sub-directory in which libtool stores uninstalled libraries.]) ])# _LT_CHECK_OBJDIR # _LT_LINKER_HARDCODE_LIBPATH([TAGNAME]) # -------------------------------------- # Check hardcoding attributes. m4_defun([_LT_LINKER_HARDCODE_LIBPATH], [AC_MSG_CHECKING([how to hardcode library paths into programs]) _LT_TAGVAR(hardcode_action, $1)= if test -n "$_LT_TAGVAR(hardcode_libdir_flag_spec, $1)" || test -n "$_LT_TAGVAR(runpath_var, $1)" || test "X$_LT_TAGVAR(hardcode_automatic, $1)" = "Xyes" ; then # We can hardcode non-existent directories. if test "$_LT_TAGVAR(hardcode_direct, $1)" != no && # If the only mechanism to avoid hardcoding is shlibpath_var, we # have to relink, otherwise we might link with an installed library # when we should be linking with a yet-to-be-installed one ## test "$_LT_TAGVAR(hardcode_shlibpath_var, $1)" != no && test "$_LT_TAGVAR(hardcode_minus_L, $1)" != no; then # Linking always hardcodes the temporary library directory. _LT_TAGVAR(hardcode_action, $1)=relink else # We can link without hardcoding, and we can hardcode nonexisting dirs. _LT_TAGVAR(hardcode_action, $1)=immediate fi else # We cannot hardcode anything, or else we can only hardcode existing # directories. _LT_TAGVAR(hardcode_action, $1)=unsupported fi AC_MSG_RESULT([$_LT_TAGVAR(hardcode_action, $1)]) if test "$_LT_TAGVAR(hardcode_action, $1)" = relink || test "$_LT_TAGVAR(inherit_rpath, $1)" = yes; then # Fast installation is not supported enable_fast_install=no elif test "$shlibpath_overrides_runpath" = yes || test "$enable_shared" = no; then # Fast installation is not necessary enable_fast_install=needless fi _LT_TAGDECL([], [hardcode_action], [0], [How to hardcode a shared library path into an executable]) ])# _LT_LINKER_HARDCODE_LIBPATH # _LT_CMD_STRIPLIB # ---------------- m4_defun([_LT_CMD_STRIPLIB], [m4_require([_LT_DECL_EGREP]) striplib= old_striplib= AC_MSG_CHECKING([whether stripping libraries is possible]) if test -n "$STRIP" && $STRIP -V 2>&1 | $GREP "GNU strip" >/dev/null; then test -z "$old_striplib" && old_striplib="$STRIP --strip-debug" test -z "$striplib" && striplib="$STRIP --strip-unneeded" AC_MSG_RESULT([yes]) else # FIXME - insert some real tests, host_os isn't really good enough case $host_os in darwin*) if test -n "$STRIP" ; then striplib="$STRIP -x" old_striplib="$STRIP -S" AC_MSG_RESULT([yes]) else AC_MSG_RESULT([no]) fi ;; *) AC_MSG_RESULT([no]) ;; esac fi _LT_DECL([], [old_striplib], [1], [Commands to strip libraries]) _LT_DECL([], [striplib], [1]) ])# _LT_CMD_STRIPLIB # _LT_SYS_DYNAMIC_LINKER([TAG]) # ----------------------------- # PORTME Fill in your ld.so characteristics m4_defun([_LT_SYS_DYNAMIC_LINKER], [AC_REQUIRE([AC_CANONICAL_HOST])dnl m4_require([_LT_DECL_EGREP])dnl m4_require([_LT_FILEUTILS_DEFAULTS])dnl m4_require([_LT_DECL_OBJDUMP])dnl m4_require([_LT_DECL_SED])dnl m4_require([_LT_CHECK_SHELL_FEATURES])dnl AC_MSG_CHECKING([dynamic linker characteristics]) m4_if([$1], [], [ if test "$GCC" = yes; 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esac ;; gnu*) version_type=linux # correct to gnu/linux during the next big refactor need_lib_prefix=no need_version=no library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}${major} ${libname}${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=no hardcode_into_libs=yes ;; haiku*) version_type=linux # correct to gnu/linux during the next big refactor need_lib_prefix=no need_version=no dynamic_linker="$host_os runtime_loader" library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}${major} ${libname}${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' shlibpath_var=LIBRARY_PATH shlibpath_overrides_runpath=yes sys_lib_dlsearch_path_spec='/boot/home/config/lib /boot/common/lib /boot/system/lib' hardcode_into_libs=yes ;; hpux9* | hpux10* | hpux11*) # Give a soname corresponding to the major version so that dld.sl refuses to # link against other versions. version_type=sunos need_lib_prefix=no need_version=no case $host_cpu in ia64*) shrext_cmds='.so' hardcode_into_libs=yes dynamic_linker="$host_os dld.so" shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=yes # Unless +noenvvar is specified. library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' if test "X$HPUX_IA64_MODE" = X32; then sys_lib_search_path_spec="/usr/lib/hpux32 /usr/local/lib/hpux32 /usr/local/lib" else sys_lib_search_path_spec="/usr/lib/hpux64 /usr/local/lib/hpux64" fi sys_lib_dlsearch_path_spec=$sys_lib_search_path_spec ;; hppa*64*) shrext_cmds='.sl' hardcode_into_libs=yes dynamic_linker="$host_os dld.sl" shlibpath_var=LD_LIBRARY_PATH # How should we handle SHLIB_PATH shlibpath_overrides_runpath=yes # Unless +noenvvar is specified. library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' sys_lib_search_path_spec="/usr/lib/pa20_64 /usr/ccs/lib/pa20_64" sys_lib_dlsearch_path_spec=$sys_lib_search_path_spec ;; *) shrext_cmds='.sl' dynamic_linker="$host_os dld.sl" shlibpath_var=SHLIB_PATH shlibpath_overrides_runpath=no # +s is required to enable SHLIB_PATH library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' ;; esac # HP-UX runs *really* slowly unless shared libraries are mode 555, ... postinstall_cmds='chmod 555 $lib' # or fails outright, so override atomically: install_override_mode=555 ;; interix[[3-9]]*) version_type=linux # correct to gnu/linux during the next big refactor need_lib_prefix=no need_version=no library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major ${libname}${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' dynamic_linker='Interix 3.x ld.so.1 (PE, like ELF)' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=no hardcode_into_libs=yes ;; irix5* | irix6* | nonstopux*) case $host_os in nonstopux*) version_type=nonstopux ;; *) if test "$lt_cv_prog_gnu_ld" = yes; then version_type=linux # correct to gnu/linux during the next big refactor else version_type=irix fi ;; esac need_lib_prefix=no need_version=no soname_spec='${libname}${release}${shared_ext}$major' library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major ${libname}${release}${shared_ext} $libname${shared_ext}' case $host_os in irix5* | nonstopux*) libsuff= shlibsuff= ;; *) case $LD in # libtool.m4 will add one of these switches to LD *-32|*"-32 "|*-melf32bsmip|*"-melf32bsmip ") libsuff= shlibsuff= libmagic=32-bit;; *-n32|*"-n32 "|*-melf32bmipn32|*"-melf32bmipn32 ") libsuff=32 shlibsuff=N32 libmagic=N32;; *-64|*"-64 "|*-melf64bmip|*"-melf64bmip ") libsuff=64 shlibsuff=64 libmagic=64-bit;; *) libsuff= shlibsuff= libmagic=never-match;; esac ;; esac shlibpath_var=LD_LIBRARY${shlibsuff}_PATH shlibpath_overrides_runpath=no sys_lib_search_path_spec="/usr/lib${libsuff} /lib${libsuff} /usr/local/lib${libsuff}" sys_lib_dlsearch_path_spec="/usr/lib${libsuff} /lib${libsuff}" hardcode_into_libs=yes ;; # No shared lib support for Linux oldld, aout, or coff. linux*oldld* | linux*aout* | linux*coff*) dynamic_linker=no ;; # This must be glibc/ELF. linux* | k*bsd*-gnu | kopensolaris*-gnu) version_type=linux # correct to gnu/linux during the next big refactor need_lib_prefix=no need_version=no library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' finish_cmds='PATH="\$PATH:/sbin" ldconfig -n $libdir' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=no # Some binutils ld are patched to set DT_RUNPATH AC_CACHE_VAL([lt_cv_shlibpath_overrides_runpath], [lt_cv_shlibpath_overrides_runpath=no save_LDFLAGS=$LDFLAGS save_libdir=$libdir eval "libdir=/foo; wl=\"$_LT_TAGVAR(lt_prog_compiler_wl, $1)\"; \ LDFLAGS=\"\$LDFLAGS $_LT_TAGVAR(hardcode_libdir_flag_spec, $1)\"" AC_LINK_IFELSE([AC_LANG_PROGRAM([],[])], [AS_IF([ ($OBJDUMP -p conftest$ac_exeext) 2>/dev/null | grep "RUNPATH.*$libdir" >/dev/null], [lt_cv_shlibpath_overrides_runpath=yes])]) LDFLAGS=$save_LDFLAGS libdir=$save_libdir ]) shlibpath_overrides_runpath=$lt_cv_shlibpath_overrides_runpath # This implies no fast_install, which is unacceptable. # Some rework will be needed to allow for fast_install # before this can be enabled. hardcode_into_libs=yes # Add ABI-specific directories to the system library path. sys_lib_dlsearch_path_spec="/lib64 /usr/lib64 /lib /usr/lib" # Append ld.so.conf contents to the search path if test -f /etc/ld.so.conf; then lt_ld_extra=`awk '/^include / { system(sprintf("cd /etc; cat %s 2>/dev/null", \[$]2)); skip = 1; } { if (!skip) print \[$]0; skip = 0; }' < /etc/ld.so.conf | $SED -e 's/#.*//;/^[ ]*hwcap[ ]/d;s/[:, ]/ /g;s/=[^=]*$//;s/=[^= ]* / /g;s/"//g;/^$/d' | tr '\n' ' '` sys_lib_dlsearch_path_spec="$sys_lib_dlsearch_path_spec $lt_ld_extra" fi # We used to test for /lib/ld.so.1 and disable shared libraries on # powerpc, because MkLinux only supported shared libraries with the # GNU dynamic linker. Since this was broken with cross compilers, # most powerpc-linux boxes support dynamic linking these days and # people can always --disable-shared, the test was removed, and we # assume the GNU/Linux dynamic linker is in use. dynamic_linker='GNU/Linux ld.so' ;; netbsd*) version_type=sunos need_lib_prefix=no need_version=no if echo __ELF__ | $CC -E - | $GREP __ELF__ >/dev/null; then library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${shared_ext}$versuffix' finish_cmds='PATH="\$PATH:/sbin" ldconfig -m $libdir' dynamic_linker='NetBSD (a.out) ld.so' else library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major ${libname}${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' dynamic_linker='NetBSD ld.elf_so' fi shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=yes hardcode_into_libs=yes ;; newsos6) version_type=linux # correct to gnu/linux during the next big refactor library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=yes ;; *nto* | *qnx*) version_type=qnx need_lib_prefix=no need_version=no library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=no hardcode_into_libs=yes dynamic_linker='ldqnx.so' ;; openbsd*) version_type=sunos sys_lib_dlsearch_path_spec="/usr/lib" need_lib_prefix=no # Some older versions of OpenBSD (3.3 at least) *do* need versioned libs. case $host_os in openbsd3.3 | openbsd3.3.*) need_version=yes ;; *) need_version=no ;; esac library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${shared_ext}$versuffix' finish_cmds='PATH="\$PATH:/sbin" ldconfig -m $libdir' shlibpath_var=LD_LIBRARY_PATH if test -z "`echo __ELF__ | $CC -E - | $GREP __ELF__`" || test "$host_os-$host_cpu" = "openbsd2.8-powerpc"; then case $host_os in openbsd2.[[89]] | openbsd2.[[89]].*) shlibpath_overrides_runpath=no ;; *) shlibpath_overrides_runpath=yes ;; esac else shlibpath_overrides_runpath=yes fi ;; os2*) libname_spec='$name' shrext_cmds=".dll" need_lib_prefix=no library_names_spec='$libname${shared_ext} $libname.a' dynamic_linker='OS/2 ld.exe' shlibpath_var=LIBPATH ;; osf3* | osf4* | osf5*) version_type=osf need_lib_prefix=no need_version=no soname_spec='${libname}${release}${shared_ext}$major' library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' shlibpath_var=LD_LIBRARY_PATH sys_lib_search_path_spec="/usr/shlib /usr/ccs/lib /usr/lib/cmplrs/cc /usr/lib /usr/local/lib /var/shlib" sys_lib_dlsearch_path_spec="$sys_lib_search_path_spec" ;; rdos*) dynamic_linker=no ;; solaris*) version_type=linux # correct to gnu/linux during the next big refactor need_lib_prefix=no need_version=no library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=yes hardcode_into_libs=yes # ldd complains unless libraries are executable postinstall_cmds='chmod +x $lib' ;; sunos4*) version_type=sunos library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${shared_ext}$versuffix' finish_cmds='PATH="\$PATH:/usr/etc" ldconfig $libdir' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=yes if test "$with_gnu_ld" = yes; then need_lib_prefix=no fi need_version=yes ;; sysv4 | sysv4.3*) version_type=linux # correct to gnu/linux during the next big refactor library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' shlibpath_var=LD_LIBRARY_PATH case $host_vendor in sni) shlibpath_overrides_runpath=no need_lib_prefix=no runpath_var=LD_RUN_PATH ;; siemens) need_lib_prefix=no ;; motorola) need_lib_prefix=no need_version=no shlibpath_overrides_runpath=no sys_lib_search_path_spec='/lib /usr/lib /usr/ccs/lib' ;; esac ;; sysv4*MP*) if test -d /usr/nec ;then version_type=linux # correct to gnu/linux during the next big refactor library_names_spec='$libname${shared_ext}.$versuffix $libname${shared_ext}.$major $libname${shared_ext}' soname_spec='$libname${shared_ext}.$major' shlibpath_var=LD_LIBRARY_PATH fi ;; sysv5* | sco3.2v5* | sco5v6* | unixware* | OpenUNIX* | sysv4*uw2*) version_type=freebsd-elf need_lib_prefix=no need_version=no library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext} $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=yes hardcode_into_libs=yes if test "$with_gnu_ld" = yes; then sys_lib_search_path_spec='/usr/local/lib /usr/gnu/lib /usr/ccs/lib /usr/lib /lib' else sys_lib_search_path_spec='/usr/ccs/lib /usr/lib' case $host_os in sco3.2v5*) sys_lib_search_path_spec="$sys_lib_search_path_spec /lib" ;; esac fi sys_lib_dlsearch_path_spec='/usr/lib' ;; tpf*) # TPF is a cross-target only. Preferred cross-host = GNU/Linux. version_type=linux # correct to gnu/linux during the next big refactor need_lib_prefix=no need_version=no library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' shlibpath_var=LD_LIBRARY_PATH shlibpath_overrides_runpath=no hardcode_into_libs=yes ;; uts4*) version_type=linux # correct to gnu/linux during the next big refactor library_names_spec='${libname}${release}${shared_ext}$versuffix ${libname}${release}${shared_ext}$major $libname${shared_ext}' soname_spec='${libname}${release}${shared_ext}$major' shlibpath_var=LD_LIBRARY_PATH ;; *) dynamic_linker=no ;; esac AC_MSG_RESULT([$dynamic_linker]) test "$dynamic_linker" = no && can_build_shared=no variables_saved_for_relink="PATH $shlibpath_var $runpath_var" if test "$GCC" = yes; then variables_saved_for_relink="$variables_saved_for_relink GCC_EXEC_PREFIX COMPILER_PATH LIBRARY_PATH" fi if test "${lt_cv_sys_lib_search_path_spec+set}" = set; then sys_lib_search_path_spec="$lt_cv_sys_lib_search_path_spec" fi if test "${lt_cv_sys_lib_dlsearch_path_spec+set}" = set; then sys_lib_dlsearch_path_spec="$lt_cv_sys_lib_dlsearch_path_spec" fi _LT_DECL([], [variables_saved_for_relink], [1], [Variables whose values should be saved in libtool wrapper scripts and restored at link time]) _LT_DECL([], [need_lib_prefix], [0], [Do we need the "lib" prefix for modules?]) _LT_DECL([], [need_version], [0], [Do we need a version for libraries?]) _LT_DECL([], [version_type], [0], [Library versioning type]) _LT_DECL([], [runpath_var], [0], [Shared library runtime path variable]) _LT_DECL([], [shlibpath_var], [0],[Shared library path variable]) _LT_DECL([], [shlibpath_overrides_runpath], [0], [Is shlibpath searched before the hard-coded library search path?]) _LT_DECL([], [libname_spec], [1], [Format of library name prefix]) _LT_DECL([], [library_names_spec], [1], [[List of archive names. First name is the real one, the rest are links. The last name is the one that the linker finds with -lNAME]]) _LT_DECL([], [soname_spec], [1], [[The coded name of the library, if different from the real name]]) _LT_DECL([], [install_override_mode], [1], [Permission mode override for installation of shared libraries]) _LT_DECL([], [postinstall_cmds], [2], [Command to use after installation of a shared archive]) _LT_DECL([], [postuninstall_cmds], [2], [Command to use after uninstallation of a shared archive]) _LT_DECL([], [finish_cmds], [2], [Commands used to finish a libtool library installation in a directory]) _LT_DECL([], [finish_eval], [1], [[As "finish_cmds", except a single script fragment to be evaled but not shown]]) _LT_DECL([], [hardcode_into_libs], [0], [Whether we should hardcode library paths into libraries]) _LT_DECL([], [sys_lib_search_path_spec], [2], [Compile-time system search path for libraries]) _LT_DECL([], [sys_lib_dlsearch_path_spec], [2], [Run-time system search path for libraries]) ])# _LT_SYS_DYNAMIC_LINKER # _LT_PATH_TOOL_PREFIX(TOOL) # -------------------------- # find a file program which can recognize shared library AC_DEFUN([_LT_PATH_TOOL_PREFIX], [m4_require([_LT_DECL_EGREP])dnl AC_MSG_CHECKING([for $1]) AC_CACHE_VAL(lt_cv_path_MAGIC_CMD, [case $MAGIC_CMD in [[\\/*] | ?:[\\/]*]) lt_cv_path_MAGIC_CMD="$MAGIC_CMD" # Let the user override the test with a path. ;; *) lt_save_MAGIC_CMD="$MAGIC_CMD" lt_save_ifs="$IFS"; IFS=$PATH_SEPARATOR dnl $ac_dummy forces splitting on constant user-supplied paths. dnl POSIX.2 word splitting is done only on the output of word expansions, dnl not every word. 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Nevertheless, you *** may want to report the problem to your system manager and/or to *** bug-libtool@gnu.org _LT_EOF fi ;; esac fi break fi done IFS="$lt_save_ifs" MAGIC_CMD="$lt_save_MAGIC_CMD" ;; esac]) MAGIC_CMD="$lt_cv_path_MAGIC_CMD" if test -n "$MAGIC_CMD"; then AC_MSG_RESULT($MAGIC_CMD) else AC_MSG_RESULT(no) fi _LT_DECL([], [MAGIC_CMD], [0], [Used to examine libraries when file_magic_cmd begins with "file"])dnl ])# _LT_PATH_TOOL_PREFIX # Old name: AU_ALIAS([AC_PATH_TOOL_PREFIX], [_LT_PATH_TOOL_PREFIX]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_PATH_TOOL_PREFIX], []) # _LT_PATH_MAGIC # -------------- # find a file program which can recognize a shared library m4_defun([_LT_PATH_MAGIC], [_LT_PATH_TOOL_PREFIX(${ac_tool_prefix}file, /usr/bin$PATH_SEPARATOR$PATH) if test -z "$lt_cv_path_MAGIC_CMD"; then if test -n "$ac_tool_prefix"; then _LT_PATH_TOOL_PREFIX(file, /usr/bin$PATH_SEPARATOR$PATH) else MAGIC_CMD=: fi fi ])# _LT_PATH_MAGIC # LT_PATH_LD # ---------- # find the pathname to the GNU or non-GNU linker AC_DEFUN([LT_PATH_LD], [AC_REQUIRE([AC_PROG_CC])dnl AC_REQUIRE([AC_CANONICAL_HOST])dnl AC_REQUIRE([AC_CANONICAL_BUILD])dnl m4_require([_LT_DECL_SED])dnl m4_require([_LT_DECL_EGREP])dnl m4_require([_LT_PROG_ECHO_BACKSLASH])dnl AC_ARG_WITH([gnu-ld], [AS_HELP_STRING([--with-gnu-ld], [assume the C compiler uses GNU ld @<:@default=no@:>@])], [test "$withval" = no || with_gnu_ld=yes], [with_gnu_ld=no])dnl ac_prog=ld if test "$GCC" = yes; then # Check if gcc -print-prog-name=ld gives a path. 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hppa*64*) [lt_cv_deplibs_check_method='file_magic (s[0-9][0-9][0-9]|ELF[ -][0-9][0-9])(-bit)?( [LM]SB)? shared object( file)?[, -]* PA-RISC [0-9]\.[0-9]'] lt_cv_file_magic_test_file=/usr/lib/pa20_64/libc.sl ;; *) lt_cv_deplibs_check_method='file_magic (s[[0-9]][[0-9]][[0-9]]|PA-RISC[[0-9]]\.[[0-9]]) shared library' lt_cv_file_magic_test_file=/usr/lib/libc.sl ;; esac ;; interix[[3-9]]*) # PIC code is broken on Interix 3.x, that's why |\.a not |_pic\.a here lt_cv_deplibs_check_method='match_pattern /lib[[^/]]+(\.so|\.a)$' ;; irix5* | irix6* | nonstopux*) case $LD in *-32|*"-32 ") libmagic=32-bit;; *-n32|*"-n32 ") libmagic=N32;; *-64|*"-64 ") libmagic=64-bit;; *) libmagic=never-match;; esac lt_cv_deplibs_check_method=pass_all ;; # This must be glibc/ELF. linux* | k*bsd*-gnu | kopensolaris*-gnu) lt_cv_deplibs_check_method=pass_all ;; netbsd*) if echo __ELF__ | $CC -E - | $GREP __ELF__ > /dev/null; then lt_cv_deplibs_check_method='match_pattern /lib[[^/]]+(\.so\.[[0-9]]+\.[[0-9]]+|_pic\.a)$' else lt_cv_deplibs_check_method='match_pattern /lib[[^/]]+(\.so|_pic\.a)$' fi ;; 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ncr) lt_cv_deplibs_check_method=pass_all ;; sequent) lt_cv_file_magic_cmd='/bin/file' lt_cv_deplibs_check_method='file_magic ELF [[0-9]][[0-9]]*-bit [[LM]]SB (shared object|dynamic lib )' ;; sni) lt_cv_file_magic_cmd='/bin/file' lt_cv_deplibs_check_method="file_magic ELF [[0-9]][[0-9]]*-bit [[LM]]SB dynamic lib" lt_cv_file_magic_test_file=/lib/libc.so ;; siemens) lt_cv_deplibs_check_method=pass_all ;; pc) lt_cv_deplibs_check_method=pass_all ;; esac ;; tpf*) lt_cv_deplibs_check_method=pass_all ;; esac ]) file_magic_glob= want_nocaseglob=no if test "$build" = "$host"; then case $host_os in mingw* | pw32*) if ( shopt | grep nocaseglob ) >/dev/null 2>&1; then want_nocaseglob=yes else file_magic_glob=`echo aAbBcCdDeEfFgGhHiIjJkKlLmMnNoOpPqQrRsStTuUvVwWxXyYzZ | $SED -e "s/\(..\)/s\/[[\1]]\/[[\1]]\/g;/g"` fi ;; esac fi file_magic_cmd=$lt_cv_file_magic_cmd deplibs_check_method=$lt_cv_deplibs_check_method test -z "$deplibs_check_method" && deplibs_check_method=unknown _LT_DECL([], [deplibs_check_method], [1], [Method to check whether dependent libraries are shared objects]) _LT_DECL([], [file_magic_cmd], [1], [Command to use when deplibs_check_method = "file_magic"]) _LT_DECL([], [file_magic_glob], [1], [How to find potential files when deplibs_check_method = "file_magic"]) _LT_DECL([], [want_nocaseglob], [1], [Find potential files using nocaseglob when deplibs_check_method = "file_magic"]) ])# _LT_CHECK_MAGIC_METHOD # LT_PATH_NM # ---------- # find the pathname to a BSD- or MS-compatible name lister AC_DEFUN([LT_PATH_NM], [AC_REQUIRE([AC_PROG_CC])dnl AC_CACHE_CHECK([for BSD- or MS-compatible name lister (nm)], lt_cv_path_NM, [if test -n "$NM"; then # Let the user override the test. lt_cv_path_NM="$NM" else lt_nm_to_check="${ac_tool_prefix}nm" if test -n "$ac_tool_prefix" && test "$build" = "$host"; then lt_nm_to_check="$lt_nm_to_check nm" fi for lt_tmp_nm in $lt_nm_to_check; do lt_save_ifs="$IFS"; IFS=$PATH_SEPARATOR for ac_dir in $PATH /usr/ccs/bin/elf /usr/ccs/bin /usr/ucb /bin; do IFS="$lt_save_ifs" test -z "$ac_dir" && ac_dir=. tmp_nm="$ac_dir/$lt_tmp_nm" if test -f "$tmp_nm" || test -f "$tmp_nm$ac_exeext" ; then # Check to see if the nm accepts a BSD-compat flag. # Adding the `sed 1q' prevents false positives on HP-UX, which says: # nm: unknown option "B" ignored # Tru64's nm complains that /dev/null is an invalid object file case `"$tmp_nm" -B /dev/null 2>&1 | sed '1q'` in */dev/null* | *'Invalid file or object type'*) lt_cv_path_NM="$tmp_nm -B" break ;; *) case `"$tmp_nm" -p /dev/null 2>&1 | sed '1q'` in */dev/null*) lt_cv_path_NM="$tmp_nm -p" break ;; *) lt_cv_path_NM=${lt_cv_path_NM="$tmp_nm"} # keep the first match, but continue # so that we can try to find one that supports BSD flags ;; esac ;; esac fi done IFS="$lt_save_ifs" done : ${lt_cv_path_NM=no} fi]) if test "$lt_cv_path_NM" != "no"; then NM="$lt_cv_path_NM" else # Didn't find any BSD compatible name lister, look for dumpbin. if test -n "$DUMPBIN"; then : # Let the user override the test. else AC_CHECK_TOOLS(DUMPBIN, [dumpbin "link -dump"], :) case `$DUMPBIN -symbols /dev/null 2>&1 | sed '1q'` in *COFF*) DUMPBIN="$DUMPBIN -symbols" ;; *) DUMPBIN=: ;; esac fi AC_SUBST([DUMPBIN]) if test "$DUMPBIN" != ":"; then NM="$DUMPBIN" fi fi test -z "$NM" && NM=nm AC_SUBST([NM]) _LT_DECL([], [NM], [1], [A BSD- or MS-compatible name lister])dnl AC_CACHE_CHECK([the name lister ($NM) interface], [lt_cv_nm_interface], [lt_cv_nm_interface="BSD nm" echo "int some_variable = 0;" > conftest.$ac_ext (eval echo "\"\$as_me:$LINENO: $ac_compile\"" >&AS_MESSAGE_LOG_FD) (eval "$ac_compile" 2>conftest.err) cat conftest.err >&AS_MESSAGE_LOG_FD (eval echo "\"\$as_me:$LINENO: $NM \\\"conftest.$ac_objext\\\"\"" >&AS_MESSAGE_LOG_FD) (eval "$NM \"conftest.$ac_objext\"" 2>conftest.err > conftest.out) cat conftest.err >&AS_MESSAGE_LOG_FD (eval echo "\"\$as_me:$LINENO: output\"" >&AS_MESSAGE_LOG_FD) cat conftest.out >&AS_MESSAGE_LOG_FD if $GREP 'External.*some_variable' conftest.out > /dev/null; then lt_cv_nm_interface="MS dumpbin" fi rm -f conftest*]) ])# LT_PATH_NM # Old names: AU_ALIAS([AM_PROG_NM], [LT_PATH_NM]) AU_ALIAS([AC_PROG_NM], [LT_PATH_NM]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AM_PROG_NM], []) dnl AC_DEFUN([AC_PROG_NM], []) # _LT_CHECK_SHAREDLIB_FROM_LINKLIB # -------------------------------- # how to determine the name of the shared library # associated with a specific link library. # -- PORTME fill in with the dynamic library characteristics m4_defun([_LT_CHECK_SHAREDLIB_FROM_LINKLIB], [m4_require([_LT_DECL_EGREP]) m4_require([_LT_DECL_OBJDUMP]) m4_require([_LT_DECL_DLLTOOL]) AC_CACHE_CHECK([how to associate runtime and link libraries], lt_cv_sharedlib_from_linklib_cmd, [lt_cv_sharedlib_from_linklib_cmd='unknown' case $host_os in cygwin* | mingw* | pw32* | cegcc*) # two different shell functions defined in ltmain.sh # decide which to use based on capabilities of $DLLTOOL case `$DLLTOOL --help 2>&1` in *--identify-strict*) lt_cv_sharedlib_from_linklib_cmd=func_cygming_dll_for_implib ;; *) lt_cv_sharedlib_from_linklib_cmd=func_cygming_dll_for_implib_fallback ;; esac ;; *) # fallback: assume linklib IS sharedlib lt_cv_sharedlib_from_linklib_cmd="$ECHO" ;; esac ]) sharedlib_from_linklib_cmd=$lt_cv_sharedlib_from_linklib_cmd test -z "$sharedlib_from_linklib_cmd" && sharedlib_from_linklib_cmd=$ECHO _LT_DECL([], [sharedlib_from_linklib_cmd], [1], [Command to associate shared and link libraries]) ])# _LT_CHECK_SHAREDLIB_FROM_LINKLIB # _LT_PATH_MANIFEST_TOOL # ---------------------- # locate the manifest tool m4_defun([_LT_PATH_MANIFEST_TOOL], [AC_CHECK_TOOL(MANIFEST_TOOL, mt, :) test -z "$MANIFEST_TOOL" && MANIFEST_TOOL=mt AC_CACHE_CHECK([if $MANIFEST_TOOL is a manifest tool], [lt_cv_path_mainfest_tool], [lt_cv_path_mainfest_tool=no echo "$as_me:$LINENO: $MANIFEST_TOOL '-?'" >&AS_MESSAGE_LOG_FD $MANIFEST_TOOL '-?' 2>conftest.err > conftest.out cat conftest.err >&AS_MESSAGE_LOG_FD if $GREP 'Manifest Tool' conftest.out > /dev/null; then lt_cv_path_mainfest_tool=yes fi rm -f conftest*]) if test "x$lt_cv_path_mainfest_tool" != xyes; then MANIFEST_TOOL=: fi _LT_DECL([], [MANIFEST_TOOL], [1], [Manifest tool])dnl ])# _LT_PATH_MANIFEST_TOOL # LT_LIB_M # -------- # check for math library AC_DEFUN([LT_LIB_M], [AC_REQUIRE([AC_CANONICAL_HOST])dnl LIBM= case $host in *-*-beos* | *-*-cegcc* | *-*-cygwin* | *-*-haiku* | *-*-pw32* | *-*-darwin*) # These system don't have libm, or don't need it ;; *-ncr-sysv4.3*) AC_CHECK_LIB(mw, _mwvalidcheckl, LIBM="-lmw") AC_CHECK_LIB(m, cos, LIBM="$LIBM -lm") ;; *) AC_CHECK_LIB(m, cos, LIBM="-lm") ;; esac AC_SUBST([LIBM]) ])# LT_LIB_M # Old name: AU_ALIAS([AC_CHECK_LIBM], [LT_LIB_M]) dnl aclocal-1.4 backwards compatibility: dnl AC_DEFUN([AC_CHECK_LIBM], []) # _LT_COMPILER_NO_RTTI([TAGNAME]) # ------------------------------- m4_defun([_LT_COMPILER_NO_RTTI], [m4_require([_LT_TAG_COMPILER])dnl _LT_TAGVAR(lt_prog_compiler_no_builtin_flag, $1)= if test "$GCC" = yes; then case $cc_basename in nvcc*) _LT_TAGVAR(lt_prog_compiler_no_builtin_flag, $1)=' -Xcompiler -fno-builtin' ;; *) _LT_TAGVAR(lt_prog_compiler_no_builtin_flag, $1)=' -fno-builtin' ;; esac _LT_COMPILER_OPTION([if $compiler supports -fno-rtti -fno-exceptions], lt_cv_prog_compiler_rtti_exceptions, [-fno-rtti -fno-exceptions], [], [_LT_TAGVAR(lt_prog_compiler_no_builtin_flag, $1)="$_LT_TAGVAR(lt_prog_compiler_no_builtin_flag, $1) -fno-rtti -fno-exceptions"]) fi _LT_TAGDECL([no_builtin_flag], [lt_prog_compiler_no_builtin_flag], [1], [Compiler flag to turn off builtin functions]) ])# _LT_COMPILER_NO_RTTI # _LT_CMD_GLOBAL_SYMBOLS # ---------------------- m4_defun([_LT_CMD_GLOBAL_SYMBOLS], [AC_REQUIRE([AC_CANONICAL_HOST])dnl AC_REQUIRE([AC_PROG_CC])dnl AC_REQUIRE([AC_PROG_AWK])dnl AC_REQUIRE([LT_PATH_NM])dnl AC_REQUIRE([LT_PATH_LD])dnl m4_require([_LT_DECL_SED])dnl m4_require([_LT_DECL_EGREP])dnl m4_require([_LT_TAG_COMPILER])dnl # Check for command to grab the raw symbol name followed by C symbol from nm. AC_MSG_CHECKING([command to parse $NM output from $compiler object]) AC_CACHE_VAL([lt_cv_sys_global_symbol_pipe], [ # These are sane defaults that work on at least a few old systems. # [They come from Ultrix. What could be older than Ultrix?!! ;)] # Character class describing NM global symbol codes. symcode='[[BCDEGRST]]' # Regexp to match symbols that can be accessed directly from C. sympat='\([[_A-Za-z]][[_A-Za-z0-9]]*\)' # Define system-specific variables. case $host_os in aix*) symcode='[[BCDT]]' ;; cygwin* | mingw* | pw32* | cegcc*) symcode='[[ABCDGISTW]]' ;; hpux*) if test "$host_cpu" = ia64; then symcode='[[ABCDEGRST]]' fi ;; irix* | nonstopux*) symcode='[[BCDEGRST]]' ;; osf*) symcode='[[BCDEGQRST]]' ;; solaris*) symcode='[[BDRT]]' ;; sco3.2v5*) symcode='[[DT]]' ;; sysv4.2uw2*) symcode='[[DT]]' ;; sysv5* | sco5v6* | unixware* | OpenUNIX*) symcode='[[ABDT]]' ;; sysv4) symcode='[[DFNSTU]]' ;; esac # If we're using GNU nm, then use its standard symbol codes. case `$NM -V 2>&1` in *GNU* | *'with BFD'*) symcode='[[ABCDGIRSTW]]' ;; esac # Transform an extracted symbol line into a proper C declaration. # Some systems (esp. on ia64) link data and code symbols differently, # so use this general approach. lt_cv_sys_global_symbol_to_cdecl="sed -n -e 's/^T .* \(.*\)$/extern int \1();/p' -e 's/^$symcode* .* \(.*\)$/extern char \1;/p'" # Transform an extracted symbol line into symbol name and symbol address lt_cv_sys_global_symbol_to_c_name_address="sed -n -e 's/^: \([[^ ]]*\)[[ ]]*$/ {\\\"\1\\\", (void *) 0},/p' -e 's/^$symcode* \([[^ ]]*\) \([[^ ]]*\)$/ {\"\2\", (void *) \&\2},/p'" lt_cv_sys_global_symbol_to_c_name_address_lib_prefix="sed -n -e 's/^: \([[^ ]]*\)[[ ]]*$/ {\\\"\1\\\", (void *) 0},/p' -e 's/^$symcode* \([[^ ]]*\) \(lib[[^ ]]*\)$/ {\"\2\", (void *) \&\2},/p' -e 's/^$symcode* \([[^ ]]*\) \([[^ ]]*\)$/ {\"lib\2\", (void *) \&\2},/p'" # Handle CRLF in mingw tool chain opt_cr= case $build_os in mingw*) opt_cr=`$ECHO 'x\{0,1\}' | tr x '\015'` # option cr in regexp ;; esac # Try without a prefix underscore, then with it. for ac_symprfx in "" "_"; do # Transform symcode, sympat, and symprfx into a raw symbol and a C symbol. symxfrm="\\1 $ac_symprfx\\2 \\2" # Write the raw and C identifiers. if test "$lt_cv_nm_interface" = "MS dumpbin"; then # Fake it for dumpbin and say T for any non-static function # and D for any global variable. # Also find C++ and __fastcall symbols from MSVC++, # which start with @ or ?. lt_cv_sys_global_symbol_pipe="$AWK ['"\ " {last_section=section; section=\$ 3};"\ " /^COFF SYMBOL TABLE/{for(i in hide) delete hide[i]};"\ " /Section length .*#relocs.*(pick any)/{hide[last_section]=1};"\ " \$ 0!~/External *\|/{next};"\ " / 0+ UNDEF /{next}; / UNDEF \([^|]\)*()/{next};"\ " {if(hide[section]) next};"\ " {f=0}; \$ 0~/\(\).*\|/{f=1}; {printf f ? \"T \" : \"D \"};"\ " {split(\$ 0, a, /\||\r/); split(a[2], s)};"\ " s[1]~/^[@?]/{print s[1], s[1]; next};"\ " s[1]~prfx {split(s[1],t,\"@\"); print t[1], substr(t[1],length(prfx))}"\ " ' prfx=^$ac_symprfx]" else lt_cv_sys_global_symbol_pipe="sed -n -e 's/^.*[[ ]]\($symcode$symcode*\)[[ ]][[ ]]*$ac_symprfx$sympat$opt_cr$/$symxfrm/p'" fi lt_cv_sys_global_symbol_pipe="$lt_cv_sys_global_symbol_pipe | sed '/ __gnu_lto/d'" # Check to see that the pipe works correctly. pipe_works=no rm -f conftest* cat > conftest.$ac_ext <<_LT_EOF #ifdef __cplusplus extern "C" { #endif char nm_test_var; void nm_test_func(void); void nm_test_func(void){} #ifdef __cplusplus } #endif int main(){nm_test_var='a';nm_test_func();return(0);} _LT_EOF if AC_TRY_EVAL(ac_compile); then # Now try to grab the symbols. nlist=conftest.nm if AC_TRY_EVAL(NM conftest.$ac_objext \| "$lt_cv_sys_global_symbol_pipe" \> $nlist) && test -s "$nlist"; then # Try sorting and uniquifying the output. if sort "$nlist" | uniq > "$nlist"T; then mv -f "$nlist"T "$nlist" else rm -f "$nlist"T fi # Make sure that we snagged all the symbols we need. if $GREP ' nm_test_var$' "$nlist" >/dev/null; then if $GREP ' nm_test_func$' "$nlist" >/dev/null; then cat <<_LT_EOF > conftest.$ac_ext /* Keep this code in sync between libtool.m4, ltmain, lt_system.h, and tests. */ #if defined(_WIN32) || defined(__CYGWIN__) || defined(_WIN32_WCE) /* DATA imports from DLLs on WIN32 con't be const, because runtime relocations are performed -- see ld's documentation on pseudo-relocs. */ # define LT@&t@_DLSYM_CONST #elif defined(__osf__) /* This system does not cope well with relocations in const data. */ # define LT@&t@_DLSYM_CONST #else # define LT@&t@_DLSYM_CONST const #endif #ifdef __cplusplus extern "C" { #endif _LT_EOF # Now generate the symbol file. eval "$lt_cv_sys_global_symbol_to_cdecl"' < "$nlist" | $GREP -v main >> conftest.$ac_ext' cat <<_LT_EOF >> conftest.$ac_ext /* The mapping between symbol names and symbols. */ LT@&t@_DLSYM_CONST struct { const char *name; void *address; } lt__PROGRAM__LTX_preloaded_symbols[[]] = { { "@PROGRAM@", (void *) 0 }, _LT_EOF $SED "s/^$symcode$symcode* \(.*\) \(.*\)$/ {\"\2\", (void *) \&\2},/" < "$nlist" | $GREP -v main >> conftest.$ac_ext cat <<\_LT_EOF >> conftest.$ac_ext {0, (void *) 0} }; /* This works around a problem in FreeBSD linker */ #ifdef FREEBSD_WORKAROUND static const void *lt_preloaded_setup() { return lt__PROGRAM__LTX_preloaded_symbols; } #endif #ifdef __cplusplus } #endif _LT_EOF # Now try linking the two files. mv conftest.$ac_objext conftstm.$ac_objext lt_globsym_save_LIBS=$LIBS lt_globsym_save_CFLAGS=$CFLAGS LIBS="conftstm.$ac_objext" CFLAGS="$CFLAGS$_LT_TAGVAR(lt_prog_compiler_no_builtin_flag, $1)" if AC_TRY_EVAL(ac_link) && test -s conftest${ac_exeext}; then pipe_works=yes fi LIBS=$lt_globsym_save_LIBS CFLAGS=$lt_globsym_save_CFLAGS else echo "cannot find nm_test_func in $nlist" >&AS_MESSAGE_LOG_FD fi else echo "cannot find nm_test_var in $nlist" >&AS_MESSAGE_LOG_FD fi else echo "cannot run $lt_cv_sys_global_symbol_pipe" >&AS_MESSAGE_LOG_FD fi else echo "$progname: failed program was:" >&AS_MESSAGE_LOG_FD cat conftest.$ac_ext >&5 fi rm -rf conftest* conftst* # Do not use the global_symbol_pipe unless it works. if test "$pipe_works" = yes; then break else lt_cv_sys_global_symbol_pipe= fi done ]) if test -z "$lt_cv_sys_global_symbol_pipe"; then lt_cv_sys_global_symbol_to_cdecl= fi if test -z "$lt_cv_sys_global_symbol_pipe$lt_cv_sys_global_symbol_to_cdecl"; then AC_MSG_RESULT(failed) else AC_MSG_RESULT(ok) fi # Response file support. if test "$lt_cv_nm_interface" = "MS dumpbin"; then nm_file_list_spec='@' elif $NM --help 2>/dev/null | grep '[[@]]FILE' >/dev/null; then nm_file_list_spec='@' fi _LT_DECL([global_symbol_pipe], [lt_cv_sys_global_symbol_pipe], [1], [Take the output of nm and produce a listing of raw symbols and C names]) _LT_DECL([global_symbol_to_cdecl], [lt_cv_sys_global_symbol_to_cdecl], [1], [Transform the output of nm in a proper C declaration]) _LT_DECL([global_symbol_to_c_name_address], [lt_cv_sys_global_symbol_to_c_name_address], [1], [Transform the output of nm in a C name address pair]) _LT_DECL([global_symbol_to_c_name_address_lib_prefix], [lt_cv_sys_global_symbol_to_c_name_address_lib_prefix], [1], [Transform the output of nm in a C name address pair when lib prefix is needed]) _LT_DECL([], [nm_file_list_spec], [1], [Specify filename containing input files for $NM]) ]) # _LT_CMD_GLOBAL_SYMBOLS # _LT_COMPILER_PIC([TAGNAME]) # --------------------------- m4_defun([_LT_COMPILER_PIC], [m4_require([_LT_TAG_COMPILER])dnl _LT_TAGVAR(lt_prog_compiler_wl, $1)= _LT_TAGVAR(lt_prog_compiler_pic, $1)= _LT_TAGVAR(lt_prog_compiler_static, $1)= m4_if([$1], [CXX], [ # C++ specific cases for pic, static, wl, etc. if test "$GXX" = yes; then _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_static, $1)='-static' case $host_os in aix*) # All AIX code is PIC. if test "$host_cpu" = ia64; then # AIX 5 now supports IA64 processor _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' fi ;; amigaos*) case $host_cpu in powerpc) # see comment about AmigaOS4 .so support _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' ;; m68k) # FIXME: we need at least 68020 code to build shared libraries, but # adding the `-m68020' flag to GCC prevents building anything better, # like `-m68040'. _LT_TAGVAR(lt_prog_compiler_pic, $1)='-m68020 -resident32 -malways-restore-a4' ;; esac ;; beos* | irix5* | irix6* | nonstopux* | osf3* | osf4* | osf5*) # PIC is the default for these OSes. ;; mingw* | cygwin* | os2* | pw32* | cegcc*) # This hack is so that the source file can tell whether it is being # built for inclusion in a dll (and should export symbols for example). # Although the cygwin gcc ignores -fPIC, still need this for old-style # (--disable-auto-import) libraries m4_if([$1], [GCJ], [], [_LT_TAGVAR(lt_prog_compiler_pic, $1)='-DDLL_EXPORT']) ;; darwin* | rhapsody*) # PIC is the default on this platform # Common symbols not allowed in MH_DYLIB files _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fno-common' ;; *djgpp*) # DJGPP does not support shared libraries at all _LT_TAGVAR(lt_prog_compiler_pic, $1)= ;; haiku*) # PIC is the default for Haiku. # The "-static" flag exists, but is broken. _LT_TAGVAR(lt_prog_compiler_static, $1)= ;; interix[[3-9]]*) # Interix 3.x gcc -fpic/-fPIC options generate broken code. # Instead, we relocate shared libraries at runtime. ;; sysv4*MP*) if test -d /usr/nec; then _LT_TAGVAR(lt_prog_compiler_pic, $1)=-Kconform_pic fi ;; hpux*) # PIC is the default for 64-bit PA HP-UX, but not for 32-bit # PA HP-UX. On IA64 HP-UX, PIC is the default but the pic flag # sets the default TLS model and affects inlining. case $host_cpu in hppa*64*) ;; *) _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' ;; esac ;; *qnx* | *nto*) # QNX uses GNU C++, but need to define -shared option too, otherwise # it will coredump. _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC -shared' ;; *) _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' ;; esac else case $host_os in aix[[4-9]]*) # All AIX code is PIC. if test "$host_cpu" = ia64; then # AIX 5 now supports IA64 processor _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' else _LT_TAGVAR(lt_prog_compiler_static, $1)='-bnso -bI:/lib/syscalls.exp' fi ;; chorus*) case $cc_basename in cxch68*) # Green Hills C++ Compiler # _LT_TAGVAR(lt_prog_compiler_static, $1)="--no_auto_instantiation -u __main -u __premain -u _abort -r $COOL_DIR/lib/libOrb.a $MVME_DIR/lib/CC/libC.a $MVME_DIR/lib/classix/libcx.s.a" ;; esac ;; mingw* | cygwin* | os2* | pw32* | cegcc*) # This hack is so that the source file can tell whether it is being # built for inclusion in a dll (and should export symbols for example). m4_if([$1], [GCJ], [], [_LT_TAGVAR(lt_prog_compiler_pic, $1)='-DDLL_EXPORT']) ;; dgux*) case $cc_basename in ec++*) _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' ;; ghcx*) # Green Hills C++ Compiler _LT_TAGVAR(lt_prog_compiler_pic, $1)='-pic' ;; *) ;; esac ;; freebsd* | dragonfly*) # FreeBSD uses GNU C++ ;; hpux9* | hpux10* | hpux11*) case $cc_basename in CC*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_static, $1)='${wl}-a ${wl}archive' if test "$host_cpu" != ia64; then _LT_TAGVAR(lt_prog_compiler_pic, $1)='+Z' fi ;; aCC*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_static, $1)='${wl}-a ${wl}archive' case $host_cpu in hppa*64*|ia64*) # +Z the default ;; *) _LT_TAGVAR(lt_prog_compiler_pic, $1)='+Z' ;; esac ;; *) ;; esac ;; interix*) # This is c89, which is MS Visual C++ (no shared libs) # Anyone wants to do a port? ;; irix5* | irix6* | nonstopux*) case $cc_basename in CC*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_static, $1)='-non_shared' # CC pic flag -KPIC is the default. ;; *) ;; esac ;; linux* | k*bsd*-gnu | kopensolaris*-gnu) case $cc_basename in KCC*) # KAI C++ Compiler _LT_TAGVAR(lt_prog_compiler_wl, $1)='--backend -Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' ;; ecpc* ) # old Intel C++ for x86_64 which still supported -KPIC. _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-static' ;; icpc* ) # Intel C++, used to be incompatible with GCC. # ICC 10 doesn't accept -KPIC any more. _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-static' ;; pgCC* | pgcpp*) # Portland Group C++ compiler _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fpic' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' ;; cxx*) # Compaq C++ # Make sure the PIC flag is empty. It appears that all Alpha # Linux and Compaq Tru64 Unix objects are PIC. _LT_TAGVAR(lt_prog_compiler_pic, $1)= _LT_TAGVAR(lt_prog_compiler_static, $1)='-non_shared' ;; xlc* | xlC* | bgxl[[cC]]* | mpixl[[cC]]*) # IBM XL 8.0, 9.0 on PPC and BlueGene _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-qpic' _LT_TAGVAR(lt_prog_compiler_static, $1)='-qstaticlink' ;; *) case `$CC -V 2>&1 | sed 5q` in *Sun\ C*) # Sun C++ 5.9 _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Qoption ld ' ;; esac ;; esac ;; lynxos*) ;; m88k*) ;; mvs*) case $cc_basename in cxx*) _LT_TAGVAR(lt_prog_compiler_pic, $1)='-W c,exportall' ;; *) ;; esac ;; netbsd*) ;; *qnx* | *nto*) # QNX uses GNU C++, but need to define -shared option too, otherwise # it will coredump. _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC -shared' ;; osf3* | osf4* | osf5*) case $cc_basename in KCC*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='--backend -Wl,' ;; RCC*) # Rational C++ 2.4.1 _LT_TAGVAR(lt_prog_compiler_pic, $1)='-pic' ;; cxx*) # Digital/Compaq C++ _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' # Make sure the PIC flag is empty. It appears that all Alpha # Linux and Compaq Tru64 Unix objects are PIC. _LT_TAGVAR(lt_prog_compiler_pic, $1)= _LT_TAGVAR(lt_prog_compiler_static, $1)='-non_shared' ;; *) ;; esac ;; psos*) ;; solaris*) case $cc_basename in CC* | sunCC*) # Sun C++ 4.2, 5.x and Centerline C++ _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Qoption ld ' ;; gcx*) # Green Hills C++ Compiler _LT_TAGVAR(lt_prog_compiler_pic, $1)='-PIC' ;; *) ;; esac ;; sunos4*) case $cc_basename in CC*) # Sun C++ 4.x _LT_TAGVAR(lt_prog_compiler_pic, $1)='-pic' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' ;; lcc*) # Lucid _LT_TAGVAR(lt_prog_compiler_pic, $1)='-pic' ;; *) ;; esac ;; sysv5* | unixware* | sco3.2v5* | sco5v6* | OpenUNIX*) case $cc_basename in CC*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' ;; esac ;; tandem*) case $cc_basename in NCC*) # NonStop-UX NCC 3.20 _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' ;; *) ;; esac ;; vxworks*) ;; *) _LT_TAGVAR(lt_prog_compiler_can_build_shared, $1)=no ;; esac fi ], [ if test "$GCC" = yes; then _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_static, $1)='-static' case $host_os in aix*) # All AIX code is PIC. if test "$host_cpu" = ia64; then # AIX 5 now supports IA64 processor _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' fi ;; amigaos*) case $host_cpu in powerpc) # see comment about AmigaOS4 .so support _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' ;; m68k) # FIXME: we need at least 68020 code to build shared libraries, but # adding the `-m68020' flag to GCC prevents building anything better, # like `-m68040'. _LT_TAGVAR(lt_prog_compiler_pic, $1)='-m68020 -resident32 -malways-restore-a4' ;; esac ;; beos* | irix5* | irix6* | nonstopux* | osf3* | osf4* | osf5*) # PIC is the default for these OSes. ;; mingw* | cygwin* | pw32* | os2* | cegcc*) # This hack is so that the source file can tell whether it is being # built for inclusion in a dll (and should export symbols for example). # Although the cygwin gcc ignores -fPIC, still need this for old-style # (--disable-auto-import) libraries m4_if([$1], [GCJ], [], [_LT_TAGVAR(lt_prog_compiler_pic, $1)='-DDLL_EXPORT']) ;; darwin* | rhapsody*) # PIC is the default on this platform # Common symbols not allowed in MH_DYLIB files _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fno-common' ;; haiku*) # PIC is the default for Haiku. # The "-static" flag exists, but is broken. _LT_TAGVAR(lt_prog_compiler_static, $1)= ;; hpux*) # PIC is the default for 64-bit PA HP-UX, but not for 32-bit # PA HP-UX. On IA64 HP-UX, PIC is the default but the pic flag # sets the default TLS model and affects inlining. case $host_cpu in hppa*64*) # +Z the default ;; *) _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' ;; esac ;; interix[[3-9]]*) # Interix 3.x gcc -fpic/-fPIC options generate broken code. # Instead, we relocate shared libraries at runtime. ;; msdosdjgpp*) # Just because we use GCC doesn't mean we suddenly get shared libraries # on systems that don't support them. _LT_TAGVAR(lt_prog_compiler_can_build_shared, $1)=no enable_shared=no ;; *nto* | *qnx*) # QNX uses GNU C++, but need to define -shared option too, otherwise # it will coredump. _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC -shared' ;; sysv4*MP*) if test -d /usr/nec; then _LT_TAGVAR(lt_prog_compiler_pic, $1)=-Kconform_pic fi ;; *) _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' ;; esac case $cc_basename in nvcc*) # Cuda Compiler Driver 2.2 _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Xlinker ' if test -n "$_LT_TAGVAR(lt_prog_compiler_pic, $1)"; then _LT_TAGVAR(lt_prog_compiler_pic, $1)="-Xcompiler $_LT_TAGVAR(lt_prog_compiler_pic, $1)" fi ;; esac else # PORTME Check for flag to pass linker flags through the system compiler. case $host_os in aix*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' if test "$host_cpu" = ia64; then # AIX 5 now supports IA64 processor _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' else _LT_TAGVAR(lt_prog_compiler_static, $1)='-bnso -bI:/lib/syscalls.exp' fi ;; mingw* | cygwin* | pw32* | os2* | cegcc*) # This hack is so that the source file can tell whether it is being # built for inclusion in a dll (and should export symbols for example). m4_if([$1], [GCJ], [], [_LT_TAGVAR(lt_prog_compiler_pic, $1)='-DDLL_EXPORT']) ;; hpux9* | hpux10* | hpux11*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' # PIC is the default for IA64 HP-UX and 64-bit HP-UX, but # not for PA HP-UX. case $host_cpu in hppa*64*|ia64*) # +Z the default ;; *) _LT_TAGVAR(lt_prog_compiler_pic, $1)='+Z' ;; esac # Is there a better lt_prog_compiler_static that works with the bundled CC? _LT_TAGVAR(lt_prog_compiler_static, $1)='${wl}-a ${wl}archive' ;; irix5* | irix6* | nonstopux*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' # PIC (with -KPIC) is the default. _LT_TAGVAR(lt_prog_compiler_static, $1)='-non_shared' ;; linux* | k*bsd*-gnu | kopensolaris*-gnu) case $cc_basename in # old Intel for x86_64 which still supported -KPIC. ecc*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-static' ;; # icc used to be incompatible with GCC. # ICC 10 doesn't accept -KPIC any more. icc* | ifort*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-static' ;; # Lahey Fortran 8.1. lf95*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='--shared' _LT_TAGVAR(lt_prog_compiler_static, $1)='--static' ;; nagfor*) # NAG Fortran compiler _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,-Wl,,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-PIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' ;; pgcc* | pgf77* | pgf90* | pgf95* | pgfortran*) # Portland Group compilers (*not* the Pentium gcc compiler, # which looks to be a dead project) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-fpic' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' ;; ccc*) _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' # All Alpha code is PIC. _LT_TAGVAR(lt_prog_compiler_static, $1)='-non_shared' ;; xl* | bgxl* | bgf* | mpixl*) # IBM XL C 8.0/Fortran 10.1, 11.1 on PPC and BlueGene _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Wl,' _LT_TAGVAR(lt_prog_compiler_pic, $1)='-qpic' _LT_TAGVAR(lt_prog_compiler_static, $1)='-qstaticlink' ;; *) case `$CC -V 2>&1 | sed 5q` in *Sun\ Ceres\ Fortran* | *Sun*Fortran*\ [[1-7]].* | *Sun*Fortran*\ 8.[[0-3]]*) # Sun Fortran 8.3 passes all unrecognized flags to the linker _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' _LT_TAGVAR(lt_prog_compiler_wl, $1)='' ;; *Sun\ F* | *Sun*Fortran*) _LT_TAGVAR(lt_prog_compiler_pic, $1)='-KPIC' _LT_TAGVAR(lt_prog_compiler_static, $1)='-Bstatic' _LT_TAGVAR(lt_prog_compiler_wl, $1)='-Qoption ld ' ;; 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amigaos*) case $host_cpu in powerpc) # see comment about AmigaOS4 .so support _LT_TAGVAR(archive_cmds, $1)='$CC -shared $libobjs $deplibs $compiler_flags ${wl}-soname $wl$soname -o $lib' _LT_TAGVAR(archive_expsym_cmds, $1)='' ;; m68k) _LT_TAGVAR(archive_cmds, $1)='$RM $output_objdir/a2ixlibrary.data~$ECHO "#define NAME $libname" > $output_objdir/a2ixlibrary.data~$ECHO "#define LIBRARY_ID 1" >> $output_objdir/a2ixlibrary.data~$ECHO "#define VERSION $major" >> $output_objdir/a2ixlibrary.data~$ECHO "#define REVISION $revision" >> $output_objdir/a2ixlibrary.data~$AR $AR_FLAGS $lib $libobjs~$RANLIB $lib~(cd $output_objdir && a2ixlibrary -32)' _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='-L$libdir' _LT_TAGVAR(hardcode_minus_L, $1)=yes ;; esac ;; bsdi[[45]]*) _LT_TAGVAR(export_dynamic_flag_spec, $1)=-rdynamic ;; cygwin* | mingw* | pw32* | cegcc*) # When not using gcc, we currently assume that we are using # Microsoft Visual C++. # hardcode_libdir_flag_spec is actually meaningless, as there is # no search path for DLLs. case $cc_basename in cl*) # Native MSVC _LT_TAGVAR(hardcode_libdir_flag_spec, $1)=' ' _LT_TAGVAR(allow_undefined_flag, $1)=unsupported _LT_TAGVAR(always_export_symbols, $1)=yes _LT_TAGVAR(file_list_spec, $1)='@' # Tell ltmain to make .lib files, not .a files. libext=lib # Tell ltmain to make .dll files, not .so files. shrext_cmds=".dll" # FIXME: Setting linknames here is a bad hack. _LT_TAGVAR(archive_cmds, $1)='$CC -o $output_objdir/$soname $libobjs $compiler_flags $deplibs -Wl,-dll~linknames=' _LT_TAGVAR(archive_expsym_cmds, $1)='if test "x`$SED 1q $export_symbols`" = xEXPORTS; then sed -n -e 's/\\\\\\\(.*\\\\\\\)/-link\\\ -EXPORT:\\\\\\\1/' -e '1\\\!p' < $export_symbols > $output_objdir/$soname.exp; else sed -e 's/\\\\\\\(.*\\\\\\\)/-link\\\ -EXPORT:\\\\\\\1/' < $export_symbols > $output_objdir/$soname.exp; fi~ $CC -o $tool_output_objdir$soname $libobjs $compiler_flags $deplibs "@$tool_output_objdir$soname.exp" -Wl,-DLL,-IMPLIB:"$tool_output_objdir$libname.dll.lib"~ linknames=' # The linker will not automatically build a static lib if we build a DLL. # _LT_TAGVAR(old_archive_from_new_cmds, $1)='true' _LT_TAGVAR(enable_shared_with_static_runtimes, $1)=yes _LT_TAGVAR(exclude_expsyms, $1)='_NULL_IMPORT_DESCRIPTOR|_IMPORT_DESCRIPTOR_.*' _LT_TAGVAR(export_symbols_cmds, $1)='$NM $libobjs $convenience | $global_symbol_pipe | $SED -e '\''/^[[BCDGRS]][[ ]]/s/.*[[ ]]\([[^ ]]*\)/\1,DATA/'\'' | $SED -e '\''/^[[AITW]][[ ]]/s/.*[[ ]]//'\'' | sort | uniq > $export_symbols' # Don't use ranlib _LT_TAGVAR(old_postinstall_cmds, $1)='chmod 644 $oldlib' _LT_TAGVAR(postlink_cmds, $1)='lt_outputfile="@OUTPUT@"~ lt_tool_outputfile="@TOOL_OUTPUT@"~ case $lt_outputfile in *.exe|*.EXE) ;; *) lt_outputfile="$lt_outputfile.exe" lt_tool_outputfile="$lt_tool_outputfile.exe" ;; esac~ if test "$MANIFEST_TOOL" != ":" && test -f "$lt_outputfile.manifest"; then $MANIFEST_TOOL -manifest "$lt_tool_outputfile.manifest" -outputresource:"$lt_tool_outputfile" || exit 1; $RM "$lt_outputfile.manifest"; fi' ;; *) # Assume MSVC wrapper _LT_TAGVAR(hardcode_libdir_flag_spec, $1)=' ' _LT_TAGVAR(allow_undefined_flag, $1)=unsupported # Tell ltmain to make .lib files, not .a files. libext=lib # Tell ltmain to make .dll files, not .so files. shrext_cmds=".dll" # FIXME: Setting linknames here is a bad hack. _LT_TAGVAR(archive_cmds, $1)='$CC -o $lib $libobjs $compiler_flags `func_echo_all "$deplibs" | $SED '\''s/ -lc$//'\''` -link -dll~linknames=' # The linker will automatically build a .lib file if we build a DLL. _LT_TAGVAR(old_archive_from_new_cmds, $1)='true' # FIXME: Should let the user specify the lib program. _LT_TAGVAR(old_archive_cmds, $1)='lib -OUT:$oldlib$oldobjs$old_deplibs' _LT_TAGVAR(enable_shared_with_static_runtimes, $1)=yes ;; esac ;; darwin* | rhapsody*) _LT_DARWIN_LINKER_FEATURES($1) ;; dgux*) _LT_TAGVAR(archive_cmds, $1)='$LD -G -h $soname -o $lib $libobjs $deplibs $linker_flags' _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='-L$libdir' _LT_TAGVAR(hardcode_shlibpath_var, $1)=no ;; # FreeBSD 2.2.[012] allows us to include c++rt0.o to get C++ constructor # support. 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hpux9*) if test "$GCC" = yes; then _LT_TAGVAR(archive_cmds, $1)='$RM $output_objdir/$soname~$CC -shared $pic_flag ${wl}+b ${wl}$install_libdir -o $output_objdir/$soname $libobjs $deplibs $compiler_flags~test $output_objdir/$soname = $lib || mv $output_objdir/$soname $lib' else _LT_TAGVAR(archive_cmds, $1)='$RM $output_objdir/$soname~$LD -b +b $install_libdir -o $output_objdir/$soname $libobjs $deplibs $linker_flags~test $output_objdir/$soname = $lib || mv $output_objdir/$soname $lib' fi _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='${wl}+b ${wl}$libdir' _LT_TAGVAR(hardcode_libdir_separator, $1)=: _LT_TAGVAR(hardcode_direct, $1)=yes # hardcode_minus_L: Not really in the search PATH, # but as the default location of the library. _LT_TAGVAR(hardcode_minus_L, $1)=yes _LT_TAGVAR(export_dynamic_flag_spec, $1)='${wl}-E' ;; hpux10*) if test "$GCC" = yes && test "$with_gnu_ld" = no; then _LT_TAGVAR(archive_cmds, $1)='$CC -shared $pic_flag ${wl}+h ${wl}$soname ${wl}+b ${wl}$install_libdir -o $lib $libobjs $deplibs $compiler_flags' else _LT_TAGVAR(archive_cmds, $1)='$LD -b +h $soname +b $install_libdir -o $lib $libobjs $deplibs $linker_flags' fi if test "$with_gnu_ld" = no; then _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='${wl}+b ${wl}$libdir' _LT_TAGVAR(hardcode_libdir_separator, $1)=: _LT_TAGVAR(hardcode_direct, $1)=yes _LT_TAGVAR(hardcode_direct_absolute, $1)=yes _LT_TAGVAR(export_dynamic_flag_spec, $1)='${wl}-E' # hardcode_minus_L: Not really in the search PATH, # but as the default location of the library. _LT_TAGVAR(hardcode_minus_L, $1)=yes fi ;; hpux11*) if test "$GCC" = yes && test "$with_gnu_ld" = no; then case $host_cpu in hppa*64*) _LT_TAGVAR(archive_cmds, $1)='$CC -shared ${wl}+h ${wl}$soname -o $lib $libobjs $deplibs $compiler_flags' ;; ia64*) _LT_TAGVAR(archive_cmds, $1)='$CC -shared $pic_flag ${wl}+h ${wl}$soname ${wl}+nodefaultrpath -o $lib $libobjs $deplibs $compiler_flags' ;; *) _LT_TAGVAR(archive_cmds, $1)='$CC -shared $pic_flag ${wl}+h ${wl}$soname ${wl}+b ${wl}$install_libdir -o $lib $libobjs $deplibs $compiler_flags' ;; esac else case $host_cpu in hppa*64*) _LT_TAGVAR(archive_cmds, $1)='$CC -b ${wl}+h ${wl}$soname -o $lib $libobjs $deplibs $compiler_flags' ;; ia64*) _LT_TAGVAR(archive_cmds, $1)='$CC -b ${wl}+h ${wl}$soname ${wl}+nodefaultrpath -o $lib $libobjs $deplibs $compiler_flags' ;; *) m4_if($1, [], [ # Older versions of the 11.00 compiler do not understand -b yet # (HP92453-01 A.11.01.20 doesn't, HP92453-01 B.11.X.35175-35176.GP does) _LT_LINKER_OPTION([if $CC understands -b], _LT_TAGVAR(lt_cv_prog_compiler__b, $1), [-b], [_LT_TAGVAR(archive_cmds, $1)='$CC -b ${wl}+h ${wl}$soname ${wl}+b ${wl}$install_libdir -o $lib $libobjs $deplibs $compiler_flags'], [_LT_TAGVAR(archive_cmds, $1)='$LD -b +h $soname +b $install_libdir -o $lib $libobjs $deplibs $linker_flags'])], [_LT_TAGVAR(archive_cmds, $1)='$CC -b ${wl}+h ${wl}$soname ${wl}+b ${wl}$install_libdir -o $lib $libobjs $deplibs $compiler_flags']) ;; esac fi if test "$with_gnu_ld" = no; then _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='${wl}+b ${wl}$libdir' _LT_TAGVAR(hardcode_libdir_separator, $1)=: case $host_cpu in hppa*64*|ia64*) _LT_TAGVAR(hardcode_direct, $1)=no _LT_TAGVAR(hardcode_shlibpath_var, $1)=no ;; *) _LT_TAGVAR(hardcode_direct, $1)=yes _LT_TAGVAR(hardcode_direct_absolute, $1)=yes _LT_TAGVAR(export_dynamic_flag_spec, $1)='${wl}-E' # hardcode_minus_L: Not really in the search PATH, # but as the default location of the library. _LT_TAGVAR(hardcode_minus_L, $1)=yes ;; esac fi ;; irix5* | irix6* | nonstopux*) if test "$GCC" = yes; then _LT_TAGVAR(archive_cmds, $1)='$CC -shared $pic_flag $libobjs $deplibs $compiler_flags ${wl}-soname ${wl}$soname `test -n "$verstring" && func_echo_all "${wl}-set_version ${wl}$verstring"` ${wl}-update_registry ${wl}${output_objdir}/so_locations -o $lib' # Try to use the -exported_symbol ld option, if it does not # work, assume that -exports_file does not work either and # implicitly export all symbols. # This should be the same for all languages, so no per-tag cache variable. 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*) _LT_TAGVAR(archive_cmds, $1)='$CC -shared $pic_flag -o $lib $libobjs $deplibs $compiler_flags' _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='${wl}-rpath,$libdir' ;; esac fi else _LT_TAGVAR(ld_shlibs, $1)=no fi ;; os2*) _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='-L$libdir' _LT_TAGVAR(hardcode_minus_L, $1)=yes _LT_TAGVAR(allow_undefined_flag, $1)=unsupported _LT_TAGVAR(archive_cmds, $1)='$ECHO "LIBRARY $libname INITINSTANCE" > $output_objdir/$libname.def~$ECHO "DESCRIPTION \"$libname\"" >> $output_objdir/$libname.def~echo DATA >> $output_objdir/$libname.def~echo " SINGLE NONSHARED" >> $output_objdir/$libname.def~echo EXPORTS >> $output_objdir/$libname.def~emxexp $libobjs >> $output_objdir/$libname.def~$CC -Zdll -Zcrtdll -o $lib $libobjs $deplibs $compiler_flags $output_objdir/$libname.def' _LT_TAGVAR(old_archive_from_new_cmds, $1)='emximp -o $output_objdir/$libname.a $output_objdir/$libname.def' ;; osf3*) if test "$GCC" = yes; then _LT_TAGVAR(allow_undefined_flag, $1)=' ${wl}-expect_unresolved ${wl}\*' _LT_TAGVAR(archive_cmds, $1)='$CC -shared${allow_undefined_flag} $libobjs $deplibs $compiler_flags ${wl}-soname ${wl}$soname `test -n "$verstring" && func_echo_all "${wl}-set_version ${wl}$verstring"` ${wl}-update_registry ${wl}${output_objdir}/so_locations -o $lib' else _LT_TAGVAR(allow_undefined_flag, $1)=' -expect_unresolved \*' _LT_TAGVAR(archive_cmds, $1)='$CC -shared${allow_undefined_flag} $libobjs $deplibs $compiler_flags -soname $soname `test -n "$verstring" && func_echo_all "-set_version $verstring"` -update_registry ${output_objdir}/so_locations -o $lib' fi _LT_TAGVAR(archive_cmds_need_lc, $1)='no' _LT_TAGVAR(hardcode_libdir_flag_spec, $1)='${wl}-rpath ${wl}$libdir' _LT_TAGVAR(hardcode_libdir_separator, $1)=: ;; 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FIXME _LT_TAGVAR(archive_cmds, $1)='$CC -nostart $libobjs $deplibs $compiler_flags ${wl}-soname $wl$soname -o $lib' else _LT_TAGVAR(ld_shlibs, $1)=no fi ;; chorus*) case $cc_basename in *) # FIXME: insert proper C++ library support _LT_TAGVAR(ld_shlibs, $1)=no ;; esac ;; cygwin* | mingw* | pw32* | cegcc*) case $GXX,$cc_basename in ,cl* | no,cl*) # Native MSVC # hardcode_libdir_flag_spec is actually meaningless, as there is # no search path for DLLs. _LT_TAGVAR(hardcode_libdir_flag_spec, $1)=' ' _LT_TAGVAR(allow_undefined_flag, $1)=unsupported _LT_TAGVAR(always_export_symbols, $1)=yes _LT_TAGVAR(file_list_spec, $1)='@' # Tell ltmain to make .lib files, not .a files. libext=lib # Tell ltmain to make .dll files, not .so files. shrext_cmds=".dll" # FIXME: Setting linknames here is a bad hack. _LT_TAGVAR(archive_cmds, $1)='$CC -o $output_objdir/$soname $libobjs $compiler_flags $deplibs -Wl,-dll~linknames=' _LT_TAGVAR(archive_expsym_cmds, $1)='if test "x`$SED 1q $export_symbols`" = xEXPORTS; 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To avoid this, we pick a random, # 256 KiB-aligned image base between 0x50000000 and 0x6FFC0000 at link # time. 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Vaughan, 2004 # # This file is free software; the Free Software Foundation gives # unlimited permission to copy and/or distribute it, with or without # modifications, as long as this notice is preserved. # serial 6 ltsugar.m4 # This is to help aclocal find these macros, as it can't see m4_define. AC_DEFUN([LTSUGAR_VERSION], [m4_if([0.1])]) # lt_join(SEP, ARG1, [ARG2...]) # ----------------------------- # Produce ARG1SEPARG2...SEPARGn, omitting [] arguments and their # associated separator. # Needed until we can rely on m4_join from Autoconf 2.62, since all earlier # versions in m4sugar had bugs. m4_define([lt_join], [m4_if([$#], [1], [], [$#], [2], [[$2]], [m4_if([$2], [], [], [[$2]_])$0([$1], m4_shift(m4_shift($@)))])]) m4_define([_lt_join], [m4_if([$#$2], [2], [], [m4_if([$2], [], [], [[$1$2]])$0([$1], m4_shift(m4_shift($@)))])]) # lt_car(LIST) # lt_cdr(LIST) # ------------ # Manipulate m4 lists. # These macros are necessary as long as will still need to support # Autoconf-2.59 which quotes differently. m4_define([lt_car], [[$1]]) m4_define([lt_cdr], [m4_if([$#], 0, [m4_fatal([$0: cannot be called without arguments])], [$#], 1, [], [m4_dquote(m4_shift($@))])]) m4_define([lt_unquote], $1) # lt_append(MACRO-NAME, STRING, [SEPARATOR]) # ------------------------------------------ # Redefine MACRO-NAME to hold its former content plus `SEPARATOR'`STRING'. # Note that neither SEPARATOR nor STRING are expanded; they are appended # to MACRO-NAME as is (leaving the expansion for when MACRO-NAME is invoked). # No SEPARATOR is output if MACRO-NAME was previously undefined (different # than defined and empty). # # This macro is needed until we can rely on Autoconf 2.62, since earlier # versions of m4sugar mistakenly expanded SEPARATOR but not STRING. m4_define([lt_append], [m4_define([$1], m4_ifdef([$1], [m4_defn([$1])[$3]])[$2])]) # lt_combine(SEP, PREFIX-LIST, INFIX, SUFFIX1, [SUFFIX2...]) # ---------------------------------------------------------- # Produce a SEP delimited list of all paired combinations of elements of # PREFIX-LIST with SUFFIX1 through SUFFIXn. Each element of the list # has the form PREFIXmINFIXSUFFIXn. # Needed until we can rely on m4_combine added in Autoconf 2.62. m4_define([lt_combine], [m4_if(m4_eval([$# > 3]), [1], [m4_pushdef([_Lt_sep], [m4_define([_Lt_sep], m4_defn([lt_car]))])]]dnl [[m4_foreach([_Lt_prefix], [$2], [m4_foreach([_Lt_suffix], ]m4_dquote(m4_dquote(m4_shift(m4_shift(m4_shift($@)))))[, [_Lt_sep([$1])[]m4_defn([_Lt_prefix])[$3]m4_defn([_Lt_suffix])])])])]) # lt_if_append_uniq(MACRO-NAME, VARNAME, [SEPARATOR], [UNIQ], [NOT-UNIQ]) # ----------------------------------------------------------------------- # Iff MACRO-NAME does not yet contain VARNAME, then append it (delimited # by SEPARATOR if supplied) and expand UNIQ, else NOT-UNIQ. m4_define([lt_if_append_uniq], [m4_ifdef([$1], [m4_if(m4_index([$3]m4_defn([$1])[$3], [$3$2$3]), [-1], [lt_append([$1], [$2], [$3])$4], [$5])], [lt_append([$1], [$2], [$3])$4])]) # lt_dict_add(DICT, KEY, VALUE) # ----------------------------- m4_define([lt_dict_add], [m4_define([$1($2)], [$3])]) # lt_dict_add_subkey(DICT, KEY, SUBKEY, VALUE) # -------------------------------------------- m4_define([lt_dict_add_subkey], [m4_define([$1($2:$3)], [$4])]) # lt_dict_fetch(DICT, KEY, [SUBKEY]) # ---------------------------------- m4_define([lt_dict_fetch], [m4_ifval([$3], m4_ifdef([$1($2:$3)], [m4_defn([$1($2:$3)])]), m4_ifdef([$1($2)], [m4_defn([$1($2)])]))]) # lt_if_dict_fetch(DICT, KEY, [SUBKEY], VALUE, IF-TRUE, [IF-FALSE]) # ----------------------------------------------------------------- m4_define([lt_if_dict_fetch], [m4_if(lt_dict_fetch([$1], [$2], [$3]), [$4], [$5], [$6])]) # lt_dict_filter(DICT, [SUBKEY], VALUE, [SEPARATOR], KEY, [...]) # -------------------------------------------------------------- m4_define([lt_dict_filter], [m4_if([$5], [], [], [lt_join(m4_quote(m4_default([$4], [[, ]])), lt_unquote(m4_split(m4_normalize(m4_foreach(_Lt_key, lt_car([m4_shiftn(4, $@)]), [lt_if_dict_fetch([$1], _Lt_key, [$2], [$3], [_Lt_key ])])))))])[]dnl ]) pocketsphinx-5prealpha/m4/ax_python_devel.m40000664000175000017500000002562712520766177016402 00000000000000# =========================================================================== # http://www.gnu.org/software/autoconf-archive/ax_python_devel.html # =========================================================================== # # SYNOPSIS # # AX_PYTHON_DEVEL([version]) # # DESCRIPTION # # Note: Defines as a precious variable "PYTHON_VERSION". Don't override it # in your configure.ac. # # This macro checks for Python and tries to get the include path to # 'Python.h'. It provides the $(PYTHON_CPPFLAGS) and $(PYTHON_LDFLAGS) # output variables. It also exports $(PYTHON_EXTRA_LIBS) and # $(PYTHON_EXTRA_LDFLAGS) for embedding Python in your code. # # You can search for some particular version of Python by passing a # parameter to this macro, for example ">= '2.3.1'", or "== '2.4'". Please # note that you *have* to pass also an operator along with the version to # match, and pay special attention to the single quotes surrounding the # version number. Don't use "PYTHON_VERSION" for this: that environment # variable is declared as precious and thus reserved for the end-user. # # This macro should work for all versions of Python >= 2.1.0. As an end # user, you can disable the check for the python version by setting the # PYTHON_NOVERSIONCHECK environment variable to something else than the # empty string. # # If you need to use this macro for an older Python version, please # contact the authors. We're always open for feedback. # # LICENSE # # Copyright (c) 2009 Sebastian Huber # Copyright (c) 2009 Alan W. Irwin # Copyright (c) 2009 Rafael Laboissiere # Copyright (c) 2009 Andrew Collier # Copyright (c) 2009 Matteo Settenvini # Copyright (c) 2009 Horst Knorr # Copyright (c) 2013 Daniel Mullner # # This program is free software: you can redistribute it and/or modify it # under the terms of the GNU General Public License as published by the # Free Software Foundation, either version 3 of the License, or (at your # option) any later version. # # This program is distributed in the hope that it will be useful, but # WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General # Public License for more details. # # You should have received a copy of the GNU General Public License along # with this program. If not, see . # # As a special exception, the respective Autoconf Macro's copyright owner # gives unlimited permission to copy, distribute and modify the configure # scripts that are the output of Autoconf when processing the Macro. You # need not follow the terms of the GNU General Public License when using # or distributing such scripts, even though portions of the text of the # Macro appear in them. The GNU General Public License (GPL) does govern # all other use of the material that constitutes the Autoconf Macro. # # This special exception to the GPL applies to versions of the Autoconf # Macro released by the Autoconf Archive. When you make and distribute a # modified version of the Autoconf Macro, you may extend this special # exception to the GPL to apply to your modified version as well. #serial 17 AU_ALIAS([AC_PYTHON_DEVEL], [AX_PYTHON_DEVEL]) AC_DEFUN([AX_PYTHON_DEVEL],[ # # Allow the use of a (user set) custom python version # AC_ARG_VAR([PYTHON_VERSION],[The installed Python version to use, for example '2.3'. This string will be appended to the Python interpreter canonical name.]) AC_PATH_PROG([PYTHON],[python[$PYTHON_VERSION]]) if test -z "$PYTHON"; then AC_MSG_ERROR([Cannot find python$PYTHON_VERSION in your system path]) PYTHON_VERSION="" fi # # Check for a version of Python >= 2.1.0 # AC_MSG_CHECKING([for a version of Python >= '2.1.0']) ac_supports_python_ver=`$PYTHON -c "import sys; \ ver = sys.version.split ()[[0]]; \ print (ver >= '2.1.0')"` if test "$ac_supports_python_ver" != "True"; then if test -z "$PYTHON_NOVERSIONCHECK"; then AC_MSG_RESULT([no]) AC_MSG_FAILURE([ This version of the AC@&t@_PYTHON_DEVEL macro doesn't work properly with versions of Python before 2.1.0. You may need to re-run configure, setting the variables PYTHON_CPPFLAGS, PYTHON_LDFLAGS, PYTHON_SITE_PKG, PYTHON_EXTRA_LIBS and PYTHON_EXTRA_LDFLAGS by hand. Moreover, to disable this check, set PYTHON_NOVERSIONCHECK to something else than an empty string. ]) else AC_MSG_RESULT([skip at user request]) fi else AC_MSG_RESULT([yes]) fi # # if the macro parameter ``version'' is set, honour it # if test -n "$1"; then AC_MSG_CHECKING([for a version of Python $1]) ac_supports_python_ver=`$PYTHON -c "import sys; \ ver = sys.version.split ()[[0]]; \ print (ver $1)"` if test "$ac_supports_python_ver" = "True"; then AC_MSG_RESULT([yes]) else AC_MSG_RESULT([no]) AC_MSG_ERROR([this package requires Python $1. If you have it installed, but it isn't the default Python interpreter in your system path, please pass the PYTHON_VERSION variable to configure. See ``configure --help'' for reference. ]) PYTHON_VERSION="" fi fi # # Check if you have distutils, else fail # AC_MSG_CHECKING([for the distutils Python package]) ac_distutils_result=`$PYTHON -c "import distutils" 2>&1` if test -z "$ac_distutils_result"; then AC_MSG_RESULT([yes]) else AC_MSG_RESULT([no]) AC_MSG_ERROR([cannot import Python module "distutils". Please check your Python installation. The error was: $ac_distutils_result]) PYTHON_VERSION="" fi # # Check for Python include path # AC_MSG_CHECKING([for Python include path]) if test -z "$PYTHON_CPPFLAGS"; then python_path=`$PYTHON -c "import distutils.sysconfig; \ print (distutils.sysconfig.get_python_inc ());"` plat_python_path=`$PYTHON -c "import distutils.sysconfig; \ print (distutils.sysconfig.get_python_inc (plat_specific=1));"` if test -n "${python_path}"; then if test "${plat_python_path}" != "${python_path}"; then python_path="-I$python_path -I$plat_python_path" else python_path="-I$python_path" fi fi PYTHON_CPPFLAGS=$python_path fi AC_MSG_RESULT([$PYTHON_CPPFLAGS]) AC_SUBST([PYTHON_CPPFLAGS]) # # Check for Python library path # AC_MSG_CHECKING([for Python library path]) if test -z "$PYTHON_LDFLAGS"; then # (makes two attempts to ensure we've got a version number # from the interpreter) ac_python_version=`cat<]], [[Py_Initialize();]]) ],[pythonexists=yes],[pythonexists=no]) AC_LANG_POP([C]) # turn back to default flags CPPFLAGS="$ac_save_CPPFLAGS" LIBS="$ac_save_LIBS" AC_MSG_RESULT([$pythonexists]) if test ! "x$pythonexists" = "xyes"; then AC_MSG_FAILURE([ Could not link test program to Python. Maybe the main Python library has been installed in some non-standard library path. If so, pass it to configure, via the LDFLAGS environment variable. Example: ./configure LDFLAGS="-L/usr/non-standard-path/python/lib" ============================================================================ ERROR! You probably have to install the development version of the Python package for your distribution. The exact name of this package varies among them. ============================================================================ ]) PYTHON_VERSION="" fi # # all done! # ]) pocketsphinx-5prealpha/depcomp0000755000175000017500000005601612505035456013767 00000000000000#! /bin/sh # depcomp - compile a program generating dependencies as side-effects scriptversion=2013-05-30.07; # UTC # Copyright (C) 1999-2013 Free Software Foundation, Inc. # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2, or (at your option) # any later version. # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # You should have received a copy of the GNU General Public License # along with this program. If not, see . # As a special exception to the GNU General Public License, if you # distribute this file as part of a program that contains a # configuration script generated by Autoconf, you may include it under # the same distribution terms that you use for the rest of that program. # Originally written by Alexandre Oliva . case $1 in '') echo "$0: No command. Try '$0 --help' for more information." 1>&2 exit 1; ;; -h | --h*) cat <<\EOF Usage: depcomp [--help] [--version] PROGRAM [ARGS] Run PROGRAMS ARGS to compile a file, generating dependencies as side-effects. Environment variables: depmode Dependency tracking mode. source Source file read by 'PROGRAMS ARGS'. object Object file output by 'PROGRAMS ARGS'. DEPDIR directory where to store dependencies. depfile Dependency file to output. tmpdepfile Temporary file to use when outputting dependencies. libtool Whether libtool is used (yes/no). Report bugs to . EOF exit $? ;; -v | --v*) echo "depcomp $scriptversion" exit $? ;; esac # Get the directory component of the given path, and save it in the # global variables '$dir'. Note that this directory component will # be either empty or ending with a '/' character. This is deliberate. set_dir_from () { case $1 in */*) dir=`echo "$1" | sed -e 's|/[^/]*$|/|'`;; *) dir=;; esac } # Get the suffix-stripped basename of the given path, and save it the # global variable '$base'. set_base_from () { base=`echo "$1" | sed -e 's|^.*/||' -e 's/\.[^.]*$//'` } # If no dependency file was actually created by the compiler invocation, # we still have to create a dummy depfile, to avoid errors with the # Makefile "include basename.Plo" scheme. make_dummy_depfile () { echo "#dummy" > "$depfile" } # Factor out some common post-processing of the generated depfile. # Requires the auxiliary global variable '$tmpdepfile' to be set. aix_post_process_depfile () { # If the compiler actually managed to produce a dependency file, # post-process it. if test -f "$tmpdepfile"; then # Each line is of the form 'foo.o: dependency.h'. # Do two passes, one to just change these to # $object: dependency.h # and one to simply output # dependency.h: # which is needed to avoid the deleted-header problem. { sed -e "s,^.*\.[$lower]*:,$object:," < "$tmpdepfile" sed -e "s,^.*\.[$lower]*:[$tab ]*,," -e 's,$,:,' < "$tmpdepfile" } > "$depfile" rm -f "$tmpdepfile" else make_dummy_depfile fi } # A tabulation character. tab=' ' # A newline character. nl=' ' # Character ranges might be problematic outside the C locale. # These definitions help. upper=ABCDEFGHIJKLMNOPQRSTUVWXYZ lower=abcdefghijklmnopqrstuvwxyz digits=0123456789 alpha=${upper}${lower} if test -z "$depmode" || test -z "$source" || test -z "$object"; then echo "depcomp: Variables source, object and depmode must be set" 1>&2 exit 1 fi # Dependencies for sub/bar.o or sub/bar.obj go into sub/.deps/bar.Po. depfile=${depfile-`echo "$object" | sed 's|[^\\/]*$|'${DEPDIR-.deps}'/&|;s|\.\([^.]*\)$|.P\1|;s|Pobj$|Po|'`} tmpdepfile=${tmpdepfile-`echo "$depfile" | sed 's/\.\([^.]*\)$/.T\1/'`} rm -f "$tmpdepfile" # Avoid interferences from the environment. gccflag= dashmflag= # Some modes work just like other modes, but use different flags. We # parameterize here, but still list the modes in the big case below, # to make depend.m4 easier to write. Note that we *cannot* use a case # here, because this file can only contain one case statement. if test "$depmode" = hp; then # HP compiler uses -M and no extra arg. gccflag=-M depmode=gcc fi if test "$depmode" = dashXmstdout; then # This is just like dashmstdout with a different argument. dashmflag=-xM depmode=dashmstdout fi cygpath_u="cygpath -u -f -" if test "$depmode" = msvcmsys; then # This is just like msvisualcpp but w/o cygpath translation. # Just convert the backslash-escaped backslashes to single forward # slashes to satisfy depend.m4 cygpath_u='sed s,\\\\,/,g' depmode=msvisualcpp fi if test "$depmode" = msvc7msys; then # This is just like msvc7 but w/o cygpath translation. # Just convert the backslash-escaped backslashes to single forward # slashes to satisfy depend.m4 cygpath_u='sed s,\\\\,/,g' depmode=msvc7 fi if test "$depmode" = xlc; then # IBM C/C++ Compilers xlc/xlC can output gcc-like dependency information. gccflag=-qmakedep=gcc,-MF depmode=gcc fi case "$depmode" in gcc3) ## gcc 3 implements dependency tracking that does exactly what ## we want. Yay! Note: for some reason libtool 1.4 doesn't like ## it if -MD -MP comes after the -MF stuff. Hmm. ## Unfortunately, FreeBSD c89 acceptance of flags depends upon ## the command line argument order; so add the flags where they ## appear in depend2.am. Note that the slowdown incurred here ## affects only configure: in makefiles, %FASTDEP% shortcuts this. for arg do case $arg in -c) set fnord "$@" -MT "$object" -MD -MP -MF "$tmpdepfile" "$arg" ;; *) set fnord "$@" "$arg" ;; esac shift # fnord shift # $arg done "$@" stat=$? if test $stat -ne 0; then rm -f "$tmpdepfile" exit $stat fi mv "$tmpdepfile" "$depfile" ;; gcc) ## Note that this doesn't just cater to obsosete pre-3.x GCC compilers. ## but also to in-use compilers like IMB xlc/xlC and the HP C compiler. ## (see the conditional assignment to $gccflag above). ## There are various ways to get dependency output from gcc. Here's ## why we pick this rather obscure method: ## - Don't want to use -MD because we'd like the dependencies to end ## up in a subdir. Having to rename by hand is ugly. ## (We might end up doing this anyway to support other compilers.) ## - The DEPENDENCIES_OUTPUT environment variable makes gcc act like ## -MM, not -M (despite what the docs say). Also, it might not be ## supported by the other compilers which use the 'gcc' depmode. ## - Using -M directly means running the compiler twice (even worse ## than renaming). if test -z "$gccflag"; then gccflag=-MD, fi "$@" -Wp,"$gccflag$tmpdepfile" stat=$? if test $stat -ne 0; then rm -f "$tmpdepfile" exit $stat fi rm -f "$depfile" echo "$object : \\" > "$depfile" # The second -e expression handles DOS-style file names with drive # letters. sed -e 's/^[^:]*: / /' \ -e 's/^['$alpha']:\/[^:]*: / /' < "$tmpdepfile" >> "$depfile" ## This next piece of magic avoids the "deleted header file" problem. ## The problem is that when a header file which appears in a .P file ## is deleted, the dependency causes make to die (because there is ## typically no way to rebuild the header). We avoid this by adding ## dummy dependencies for each header file. Too bad gcc doesn't do ## this for us directly. ## Some versions of gcc put a space before the ':'. On the theory ## that the space means something, we add a space to the output as ## well. hp depmode also adds that space, but also prefixes the VPATH ## to the object. Take care to not repeat it in the output. ## Some versions of the HPUX 10.20 sed can't process this invocation ## correctly. Breaking it into two sed invocations is a workaround. tr ' ' "$nl" < "$tmpdepfile" \ | sed -e 's/^\\$//' -e '/^$/d' -e "s|.*$object$||" -e '/:$/d' \ | sed -e 's/$/ :/' >> "$depfile" rm -f "$tmpdepfile" ;; hp) # This case exists only to let depend.m4 do its work. It works by # looking at the text of this script. This case will never be run, # since it is checked for above. exit 1 ;; sgi) if test "$libtool" = yes; then "$@" "-Wp,-MDupdate,$tmpdepfile" else "$@" -MDupdate "$tmpdepfile" fi stat=$? if test $stat -ne 0; then rm -f "$tmpdepfile" exit $stat fi rm -f "$depfile" if test -f "$tmpdepfile"; then # yes, the sourcefile depend on other files echo "$object : \\" > "$depfile" # Clip off the initial element (the dependent). Don't try to be # clever and replace this with sed code, as IRIX sed won't handle # lines with more than a fixed number of characters (4096 in # IRIX 6.2 sed, 8192 in IRIX 6.5). We also remove comment lines; # the IRIX cc adds comments like '#:fec' to the end of the # dependency line. tr ' ' "$nl" < "$tmpdepfile" \ | sed -e 's/^.*\.o://' -e 's/#.*$//' -e '/^$/ d' \ | tr "$nl" ' ' >> "$depfile" echo >> "$depfile" # The second pass generates a dummy entry for each header file. tr ' ' "$nl" < "$tmpdepfile" \ | sed -e 's/^.*\.o://' -e 's/#.*$//' -e '/^$/ d' -e 's/$/:/' \ >> "$depfile" else make_dummy_depfile fi rm -f "$tmpdepfile" ;; xlc) # This case exists only to let depend.m4 do its work. It works by # looking at the text of this script. This case will never be run, # since it is checked for above. exit 1 ;; aix) # The C for AIX Compiler uses -M and outputs the dependencies # in a .u file. In older versions, this file always lives in the # current directory. Also, the AIX compiler puts '$object:' at the # start of each line; $object doesn't have directory information. # Version 6 uses the directory in both cases. set_dir_from "$object" set_base_from "$object" if test "$libtool" = yes; then tmpdepfile1=$dir$base.u tmpdepfile2=$base.u tmpdepfile3=$dir.libs/$base.u "$@" -Wc,-M else tmpdepfile1=$dir$base.u tmpdepfile2=$dir$base.u tmpdepfile3=$dir$base.u "$@" -M fi stat=$? if test $stat -ne 0; then rm -f "$tmpdepfile1" "$tmpdepfile2" "$tmpdepfile3" exit $stat fi for tmpdepfile in "$tmpdepfile1" "$tmpdepfile2" "$tmpdepfile3" do test -f "$tmpdepfile" && break done aix_post_process_depfile ;; tcc) # tcc (Tiny C Compiler) understand '-MD -MF file' since version 0.9.26 # FIXME: That version still under development at the moment of writing. # Make that this statement remains true also for stable, released # versions. # It will wrap lines (doesn't matter whether long or short) with a # trailing '\', as in: # # foo.o : \ # foo.c \ # foo.h \ # # It will put a trailing '\' even on the last line, and will use leading # spaces rather than leading tabs (at least since its commit 0394caf7 # "Emit spaces for -MD"). "$@" -MD -MF "$tmpdepfile" stat=$? if test $stat -ne 0; then rm -f "$tmpdepfile" exit $stat fi rm -f "$depfile" # Each non-empty line is of the form 'foo.o : \' or ' dep.h \'. # We have to change lines of the first kind to '$object: \'. sed -e "s|.*:|$object :|" < "$tmpdepfile" > "$depfile" # And for each line of the second kind, we have to emit a 'dep.h:' # dummy dependency, to avoid the deleted-header problem. sed -n -e 's|^ *\(.*\) *\\$|\1:|p' < "$tmpdepfile" >> "$depfile" rm -f "$tmpdepfile" ;; ## The order of this option in the case statement is important, since the ## shell code in configure will try each of these formats in the order ## listed in this file. A plain '-MD' option would be understood by many ## compilers, so we must ensure this comes after the gcc and icc options. pgcc) # Portland's C compiler understands '-MD'. # Will always output deps to 'file.d' where file is the root name of the # source file under compilation, even if file resides in a subdirectory. # The object file name does not affect the name of the '.d' file. # pgcc 10.2 will output # foo.o: sub/foo.c sub/foo.h # and will wrap long lines using '\' : # foo.o: sub/foo.c ... \ # sub/foo.h ... \ # ... set_dir_from "$object" # Use the source, not the object, to determine the base name, since # that's sadly what pgcc will do too. set_base_from "$source" tmpdepfile=$base.d # For projects that build the same source file twice into different object # files, the pgcc approach of using the *source* file root name can cause # problems in parallel builds. Use a locking strategy to avoid stomping on # the same $tmpdepfile. lockdir=$base.d-lock trap " echo '$0: caught signal, cleaning up...' >&2 rmdir '$lockdir' exit 1 " 1 2 13 15 numtries=100 i=$numtries while test $i -gt 0; do # mkdir is a portable test-and-set. if mkdir "$lockdir" 2>/dev/null; then # This process acquired the lock. "$@" -MD stat=$? # Release the lock. rmdir "$lockdir" break else # If the lock is being held by a different process, wait # until the winning process is done or we timeout. while test -d "$lockdir" && test $i -gt 0; do sleep 1 i=`expr $i - 1` done fi i=`expr $i - 1` done trap - 1 2 13 15 if test $i -le 0; then echo "$0: failed to acquire lock after $numtries attempts" >&2 echo "$0: check lockdir '$lockdir'" >&2 exit 1 fi if test $stat -ne 0; then rm -f "$tmpdepfile" exit $stat fi rm -f "$depfile" # Each line is of the form `foo.o: dependent.h', # or `foo.o: dep1.h dep2.h \', or ` dep3.h dep4.h \'. # Do two passes, one to just change these to # `$object: dependent.h' and one to simply `dependent.h:'. sed "s,^[^:]*:,$object :," < "$tmpdepfile" > "$depfile" # Some versions of the HPUX 10.20 sed can't process this invocation # correctly. Breaking it into two sed invocations is a workaround. sed 's,^[^:]*: \(.*\)$,\1,;s/^\\$//;/^$/d;/:$/d' < "$tmpdepfile" \ | sed -e 's/$/ :/' >> "$depfile" rm -f "$tmpdepfile" ;; hp2) # The "hp" stanza above does not work with aCC (C++) and HP's ia64 # compilers, which have integrated preprocessors. The correct option # to use with these is +Maked; it writes dependencies to a file named # 'foo.d', which lands next to the object file, wherever that # happens to be. # Much of this is similar to the tru64 case; see comments there. set_dir_from "$object" set_base_from "$object" if test "$libtool" = yes; then tmpdepfile1=$dir$base.d tmpdepfile2=$dir.libs/$base.d "$@" -Wc,+Maked else tmpdepfile1=$dir$base.d tmpdepfile2=$dir$base.d "$@" +Maked fi stat=$? if test $stat -ne 0; then rm -f "$tmpdepfile1" "$tmpdepfile2" exit $stat fi for tmpdepfile in "$tmpdepfile1" "$tmpdepfile2" do test -f "$tmpdepfile" && break done if test -f "$tmpdepfile"; then sed -e "s,^.*\.[$lower]*:,$object:," "$tmpdepfile" > "$depfile" # Add 'dependent.h:' lines. sed -ne '2,${ s/^ *// s/ \\*$// s/$/:/ p }' "$tmpdepfile" >> "$depfile" else make_dummy_depfile fi rm -f "$tmpdepfile" "$tmpdepfile2" ;; tru64) # The Tru64 compiler uses -MD to generate dependencies as a side # effect. 'cc -MD -o foo.o ...' puts the dependencies into 'foo.o.d'. # At least on Alpha/Redhat 6.1, Compaq CCC V6.2-504 seems to put # dependencies in 'foo.d' instead, so we check for that too. # Subdirectories are respected. set_dir_from "$object" set_base_from "$object" if test "$libtool" = yes; then # Libtool generates 2 separate objects for the 2 libraries. These # two compilations output dependencies in $dir.libs/$base.o.d and # in $dir$base.o.d. We have to check for both files, because # one of the two compilations can be disabled. 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See the GNU # General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program; if not, see . # # As a special exception to the GNU General Public License, if you # distribute this file as part of a program that contains a # configuration script generated by Autoconf, you may include it under # the same distribution terms that you use for the rest of that # program. This Exception is an additional permission under section 7 # of the GNU General Public License, version 3 ("GPLv3"). # Please send patches with a ChangeLog entry to config-patches@gnu.org. # # Configuration subroutine to validate and canonicalize a configuration type. # Supply the specified configuration type as an argument. # If it is invalid, we print an error message on stderr and exit with code 1. # Otherwise, we print the canonical config type on stdout and succeed. # You can get the latest version of this script from: # http://git.savannah.gnu.org/gitweb/?p=config.git;a=blob_plain;f=config.sub;hb=HEAD # This file is supposed to be the same for all GNU packages # and recognize all the CPU types, system types and aliases # that are meaningful with *any* GNU software. # Each package is responsible for reporting which valid configurations # it does not support. The user should be able to distinguish # a failure to support a valid configuration from a meaningless # configuration. # The goal of this file is to map all the various variations of a given # machine specification into a single specification in the form: # CPU_TYPE-MANUFACTURER-OPERATING_SYSTEM # or in some cases, the newer four-part form: # CPU_TYPE-MANUFACTURER-KERNEL-OPERATING_SYSTEM # It is wrong to echo any other type of specification. me=`echo "$0" | sed -e 's,.*/,,'` usage="\ Usage: $0 [OPTION] CPU-MFR-OPSYS $0 [OPTION] ALIAS Canonicalize a configuration name. Operation modes: -h, --help print this help, then exit -t, --time-stamp print date of last modification, then exit -v, --version print version number, then exit Report bugs and patches to ." version="\ GNU config.sub ($timestamp) Copyright 1992-2013 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE." help=" Try \`$me --help' for more information." # Parse command line while test $# -gt 0 ; do case $1 in --time-stamp | --time* | -t ) echo "$timestamp" ; exit ;; --version | -v ) echo "$version" ; exit ;; --help | --h* | -h ) echo "$usage"; exit ;; -- ) # Stop option processing shift; break ;; - ) # Use stdin as input. break ;; -* ) echo "$me: invalid option $1$help" exit 1 ;; *local*) # First pass through any local machine types. echo $1 exit ;; * ) break ;; esac done case $# in 0) echo "$me: missing argument$help" >&2 exit 1;; 1) ;; *) echo "$me: too many arguments$help" >&2 exit 1;; esac # Separate what the user gave into CPU-COMPANY and OS or KERNEL-OS (if any). # Here we must recognize all the valid KERNEL-OS combinations. maybe_os=`echo $1 | sed 's/^\(.*\)-\([^-]*-[^-]*\)$/\2/'` case $maybe_os in nto-qnx* | linux-gnu* | linux-android* | linux-dietlibc | linux-newlib* | \ linux-musl* | linux-uclibc* | uclinux-uclibc* | uclinux-gnu* | kfreebsd*-gnu* | \ knetbsd*-gnu* | netbsd*-gnu* | \ kopensolaris*-gnu* | \ storm-chaos* | os2-emx* | rtmk-nova*) os=-$maybe_os basic_machine=`echo $1 | sed 's/^\(.*\)-\([^-]*-[^-]*\)$/\1/'` ;; android-linux) os=-linux-android basic_machine=`echo $1 | sed 's/^\(.*\)-\([^-]*-[^-]*\)$/\1/'`-unknown ;; *) basic_machine=`echo $1 | sed 's/-[^-]*$//'` if [ $basic_machine != $1 ] then os=`echo $1 | sed 's/.*-/-/'` else os=; fi ;; esac ### Let's recognize common machines as not being operating systems so ### that things like config.sub decstation-3100 work. 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-sco5) os=-sco3.2v5 basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -sco4) os=-sco3.2v4 basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -sco3.2.[4-9]*) os=`echo $os | sed -e 's/sco3.2./sco3.2v/'` basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -sco3.2v[4-9]*) # Don't forget version if it is 3.2v4 or newer. basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -sco5v6*) # Don't forget version if it is 3.2v4 or newer. basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -sco*) os=-sco3.2v2 basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -udk*) basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -isc) os=-isc2.2 basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -clix*) basic_machine=clipper-intergraph ;; -isc*) basic_machine=`echo $1 | sed -e 's/86-.*/86-pc/'` ;; -lynx*178) os=-lynxos178 ;; -lynx*5) os=-lynxos5 ;; -lynx*) os=-lynxos ;; -ptx*) basic_machine=`echo $1 | sed -e 's/86-.*/86-sequent/'` ;; -windowsnt*) os=`echo $os | sed -e 's/windowsnt/winnt/'` ;; -psos*) os=-psos ;; -mint | -mint[0-9]*) basic_machine=m68k-atari os=-mint ;; esac # Decode aliases for certain CPU-COMPANY combinations. case $basic_machine in # Recognize the basic CPU types without company name. # Some are omitted here because they have special meanings below. 1750a | 580 \ | a29k \ | aarch64 | aarch64_be \ | alpha | alphaev[4-8] | alphaev56 | alphaev6[78] | alphapca5[67] \ | alpha64 | alpha64ev[4-8] | alpha64ev56 | alpha64ev6[78] | alpha64pca5[67] \ | am33_2.0 \ | arc | arceb \ | arm | arm[bl]e | arme[lb] | armv[2-8] | armv[3-8][lb] | armv7[arm] \ | avr | avr32 \ | be32 | be64 \ | bfin \ | c4x | clipper \ | d10v | d30v | dlx | dsp16xx \ | epiphany \ | fido | fr30 | frv \ | h8300 | h8500 | hppa | hppa1.[01] | hppa2.0 | hppa2.0[nw] | hppa64 \ | hexagon \ | i370 | i860 | i960 | ia64 \ | ip2k | iq2000 \ | le32 | le64 \ | lm32 \ | m32c | m32r | m32rle | m68000 | m68k | m88k \ | maxq | mb | microblaze | microblazeel | mcore | mep | metag \ | mips | mipsbe | mipseb | mipsel | mipsle \ | mips16 \ | mips64 | mips64el \ | mips64octeon | mips64octeonel \ | mips64orion | mips64orionel \ | mips64r5900 | mips64r5900el \ | mips64vr | mips64vrel \ | mips64vr4100 | mips64vr4100el \ | mips64vr4300 | mips64vr4300el \ | mips64vr5000 | mips64vr5000el \ | mips64vr5900 | mips64vr5900el \ | mipsisa32 | mipsisa32el \ | mipsisa32r2 | mipsisa32r2el \ | mipsisa64 | mipsisa64el \ | mipsisa64r2 | mipsisa64r2el \ | mipsisa64sb1 | mipsisa64sb1el \ | mipsisa64sr71k | mipsisa64sr71kel \ | mipsr5900 | mipsr5900el \ | mipstx39 | mipstx39el \ | mn10200 | mn10300 \ | moxie \ | mt \ | msp430 \ | nds32 | nds32le | nds32be \ | nios | nios2 | nios2eb | nios2el \ | ns16k | ns32k \ | open8 \ | or1k | or32 \ | pdp10 | pdp11 | pj | pjl \ | powerpc | powerpc64 | powerpc64le | powerpcle \ | pyramid \ | rl78 | rx \ | score \ | sh | sh[1234] | sh[24]a | sh[24]aeb | sh[23]e | sh[34]eb | sheb | shbe | shle | sh[1234]le | sh3ele \ | sh64 | sh64le \ | sparc | sparc64 | sparc64b | sparc64v | sparc86x | sparclet | sparclite \ | sparcv8 | sparcv9 | sparcv9b | sparcv9v \ | spu \ | tahoe | tic4x | tic54x | tic55x | tic6x | tic80 | tron \ | ubicom32 \ | v850 | v850e | v850e1 | v850e2 | v850es | v850e2v3 \ | we32k \ | x86 | xc16x | xstormy16 | xtensa \ | z8k | z80) basic_machine=$basic_machine-unknown ;; c54x) basic_machine=tic54x-unknown ;; c55x) basic_machine=tic55x-unknown ;; c6x) basic_machine=tic6x-unknown ;; m6811 | m68hc11 | m6812 | m68hc12 | m68hcs12x | picochip) basic_machine=$basic_machine-unknown os=-none ;; m88110 | m680[12346]0 | m683?2 | m68360 | m5200 | v70 | w65 | z8k) ;; ms1) basic_machine=mt-unknown ;; strongarm | thumb | xscale) basic_machine=arm-unknown ;; xgate) basic_machine=$basic_machine-unknown os=-none ;; xscaleeb) basic_machine=armeb-unknown ;; xscaleel) basic_machine=armel-unknown ;; # We use `pc' rather than `unknown' # because (1) that's what they normally are, and # (2) the word "unknown" tends to confuse beginning users. i*86 | x86_64) basic_machine=$basic_machine-pc ;; # Object if more than one company name word. *-*-*) echo Invalid configuration \`$1\': machine \`$basic_machine\' not recognized 1>&2 exit 1 ;; # Recognize the basic CPU types with company name. 580-* \ | a29k-* \ | aarch64-* | aarch64_be-* \ | alpha-* | alphaev[4-8]-* | alphaev56-* | alphaev6[78]-* \ | alpha64-* | alpha64ev[4-8]-* | alpha64ev56-* | alpha64ev6[78]-* \ | alphapca5[67]-* | alpha64pca5[67]-* | arc-* | arceb-* \ | arm-* | armbe-* | armle-* | armeb-* | armv*-* \ | avr-* | avr32-* \ | be32-* | be64-* \ | bfin-* | bs2000-* \ | c[123]* | c30-* | [cjt]90-* | c4x-* \ | clipper-* | craynv-* | cydra-* \ | d10v-* | d30v-* | dlx-* \ | elxsi-* \ | f30[01]-* | f700-* | fido-* | fr30-* | frv-* | fx80-* \ | h8300-* | h8500-* \ | hppa-* | hppa1.[01]-* | hppa2.0-* | hppa2.0[nw]-* | hppa64-* \ | hexagon-* \ | i*86-* | i860-* | i960-* | ia64-* \ | ip2k-* | iq2000-* \ | le32-* | le64-* \ | lm32-* \ | m32c-* | m32r-* | m32rle-* \ | m68000-* | m680[012346]0-* | m68360-* | m683?2-* | m68k-* \ | m88110-* | m88k-* | maxq-* | mcore-* | metag-* \ | microblaze-* | microblazeel-* \ | mips-* | mipsbe-* | mipseb-* | mipsel-* | mipsle-* \ | mips16-* \ | mips64-* | mips64el-* \ | mips64octeon-* | mips64octeonel-* \ | mips64orion-* | mips64orionel-* \ | mips64r5900-* | mips64r5900el-* \ | mips64vr-* | mips64vrel-* \ | mips64vr4100-* | mips64vr4100el-* \ | mips64vr4300-* | mips64vr4300el-* \ | mips64vr5000-* | mips64vr5000el-* \ | mips64vr5900-* | mips64vr5900el-* \ | mipsisa32-* | mipsisa32el-* \ | mipsisa32r2-* | mipsisa32r2el-* \ | mipsisa64-* | mipsisa64el-* \ | mipsisa64r2-* | mipsisa64r2el-* \ | mipsisa64sb1-* | mipsisa64sb1el-* \ | mipsisa64sr71k-* | mipsisa64sr71kel-* \ | mipsr5900-* | mipsr5900el-* \ | mipstx39-* | mipstx39el-* \ | mmix-* \ | mt-* \ | msp430-* \ | nds32-* | nds32le-* | nds32be-* \ | nios-* | nios2-* | nios2eb-* | nios2el-* \ | none-* | np1-* | ns16k-* | ns32k-* \ | open8-* \ | orion-* \ | pdp10-* | pdp11-* | pj-* | pjl-* | pn-* | power-* \ | powerpc-* | powerpc64-* | powerpc64le-* | powerpcle-* \ | pyramid-* \ | rl78-* | romp-* | rs6000-* | rx-* \ | sh-* | sh[1234]-* | sh[24]a-* | sh[24]aeb-* | sh[23]e-* | sh[34]eb-* | sheb-* | shbe-* \ | shle-* | sh[1234]le-* | sh3ele-* | sh64-* | sh64le-* \ | sparc-* | sparc64-* | sparc64b-* | sparc64v-* | sparc86x-* | sparclet-* \ | sparclite-* \ | sparcv8-* | sparcv9-* | sparcv9b-* | sparcv9v-* | sv1-* | sx?-* \ | tahoe-* \ | tic30-* | tic4x-* | tic54x-* | tic55x-* | tic6x-* | tic80-* \ | tile*-* \ | tron-* \ | ubicom32-* \ | v850-* | v850e-* | v850e1-* | v850es-* | v850e2-* | v850e2v3-* \ | vax-* \ | we32k-* \ | x86-* | x86_64-* | xc16x-* | xps100-* \ | xstormy16-* | xtensa*-* \ | ymp-* \ | z8k-* | z80-*) ;; # Recognize the basic CPU types without company name, with glob match. xtensa*) basic_machine=$basic_machine-unknown ;; # Recognize the various machine names and aliases which stand # for a CPU type and a company and sometimes even an OS. 386bsd) basic_machine=i386-unknown os=-bsd ;; 3b1 | 7300 | 7300-att | att-7300 | pc7300 | safari | unixpc) basic_machine=m68000-att ;; 3b*) basic_machine=we32k-att ;; a29khif) basic_machine=a29k-amd os=-udi ;; abacus) basic_machine=abacus-unknown ;; adobe68k) basic_machine=m68010-adobe os=-scout ;; alliant | fx80) basic_machine=fx80-alliant ;; altos | altos3068) basic_machine=m68k-altos ;; am29k) basic_machine=a29k-none os=-bsd ;; amd64) basic_machine=x86_64-pc ;; amd64-*) basic_machine=x86_64-`echo $basic_machine | sed 's/^[^-]*-//'` ;; amdahl) basic_machine=580-amdahl os=-sysv ;; amiga | amiga-*) basic_machine=m68k-unknown ;; amigaos | amigados) basic_machine=m68k-unknown os=-amigaos ;; amigaunix | amix) basic_machine=m68k-unknown os=-sysv4 ;; apollo68) basic_machine=m68k-apollo os=-sysv ;; apollo68bsd) basic_machine=m68k-apollo os=-bsd ;; aros) basic_machine=i386-pc os=-aros ;; aux) basic_machine=m68k-apple os=-aux ;; balance) basic_machine=ns32k-sequent os=-dynix ;; blackfin) basic_machine=bfin-unknown os=-linux ;; blackfin-*) basic_machine=bfin-`echo $basic_machine | sed 's/^[^-]*-//'` os=-linux ;; bluegene*) basic_machine=powerpc-ibm os=-cnk ;; c54x-*) basic_machine=tic54x-`echo $basic_machine | sed 's/^[^-]*-//'` ;; c55x-*) basic_machine=tic55x-`echo $basic_machine | sed 's/^[^-]*-//'` ;; c6x-*) basic_machine=tic6x-`echo $basic_machine | sed 's/^[^-]*-//'` ;; c90) basic_machine=c90-cray os=-unicos ;; cegcc) basic_machine=arm-unknown os=-cegcc ;; convex-c1) basic_machine=c1-convex os=-bsd ;; convex-c2) basic_machine=c2-convex os=-bsd ;; convex-c32) basic_machine=c32-convex os=-bsd ;; convex-c34) basic_machine=c34-convex os=-bsd ;; convex-c38) basic_machine=c38-convex os=-bsd ;; cray | j90) basic_machine=j90-cray os=-unicos ;; craynv) basic_machine=craynv-cray os=-unicosmp ;; cr16 | cr16-*) basic_machine=cr16-unknown os=-elf ;; crds | unos) basic_machine=m68k-crds ;; crisv32 | crisv32-* | etraxfs*) basic_machine=crisv32-axis ;; cris | cris-* | etrax*) basic_machine=cris-axis ;; crx) basic_machine=crx-unknown os=-elf ;; da30 | da30-*) basic_machine=m68k-da30 ;; decstation | decstation-3100 | pmax | pmax-* | pmin | dec3100 | decstatn) basic_machine=mips-dec ;; decsystem10* | dec10*) basic_machine=pdp10-dec os=-tops10 ;; decsystem20* | dec20*) basic_machine=pdp10-dec os=-tops20 ;; delta | 3300 | motorola-3300 | motorola-delta \ | 3300-motorola | delta-motorola) basic_machine=m68k-motorola ;; delta88) basic_machine=m88k-motorola os=-sysv3 ;; dicos) basic_machine=i686-pc os=-dicos ;; djgpp) basic_machine=i586-pc os=-msdosdjgpp ;; dpx20 | dpx20-*) basic_machine=rs6000-bull os=-bosx ;; dpx2* | dpx2*-bull) basic_machine=m68k-bull os=-sysv3 ;; ebmon29k) basic_machine=a29k-amd os=-ebmon ;; elxsi) basic_machine=elxsi-elxsi os=-bsd ;; encore | umax | mmax) basic_machine=ns32k-encore ;; es1800 | OSE68k | ose68k | ose | OSE) basic_machine=m68k-ericsson os=-ose ;; fx2800) basic_machine=i860-alliant ;; genix) basic_machine=ns32k-ns ;; gmicro) basic_machine=tron-gmicro os=-sysv ;; go32) basic_machine=i386-pc os=-go32 ;; h3050r* | hiux*) basic_machine=hppa1.1-hitachi os=-hiuxwe2 ;; h8300hms) basic_machine=h8300-hitachi os=-hms ;; h8300xray) basic_machine=h8300-hitachi os=-xray ;; h8500hms) basic_machine=h8500-hitachi os=-hms ;; harris) basic_machine=m88k-harris os=-sysv3 ;; hp300-*) basic_machine=m68k-hp ;; hp300bsd) basic_machine=m68k-hp os=-bsd ;; hp300hpux) basic_machine=m68k-hp os=-hpux ;; hp3k9[0-9][0-9] | hp9[0-9][0-9]) basic_machine=hppa1.0-hp ;; hp9k2[0-9][0-9] | hp9k31[0-9]) basic_machine=m68000-hp ;; hp9k3[2-9][0-9]) basic_machine=m68k-hp ;; hp9k6[0-9][0-9] | hp6[0-9][0-9]) basic_machine=hppa1.0-hp ;; hp9k7[0-79][0-9] | hp7[0-79][0-9]) basic_machine=hppa1.1-hp ;; hp9k78[0-9] | hp78[0-9]) # FIXME: really hppa2.0-hp basic_machine=hppa1.1-hp ;; hp9k8[67]1 | hp8[67]1 | hp9k80[24] | hp80[24] | hp9k8[78]9 | hp8[78]9 | hp9k893 | hp893) # FIXME: really hppa2.0-hp basic_machine=hppa1.1-hp ;; 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merlin) basic_machine=ns32k-utek os=-sysv ;; microblaze*) basic_machine=microblaze-xilinx ;; mingw64) basic_machine=x86_64-pc os=-mingw64 ;; mingw32) basic_machine=i386-pc os=-mingw32 ;; mingw32ce) basic_machine=arm-unknown os=-mingw32ce ;; miniframe) basic_machine=m68000-convergent ;; *mint | -mint[0-9]* | *MiNT | *MiNT[0-9]*) basic_machine=m68k-atari os=-mint ;; mips3*-*) basic_machine=`echo $basic_machine | sed -e 's/mips3/mips64/'` ;; mips3*) basic_machine=`echo $basic_machine | sed -e 's/mips3/mips64/'`-unknown ;; monitor) basic_machine=m68k-rom68k os=-coff ;; morphos) basic_machine=powerpc-unknown os=-morphos ;; msdos) basic_machine=i386-pc os=-msdos ;; ms1-*) basic_machine=`echo $basic_machine | sed -e 's/ms1-/mt-/'` ;; msys) basic_machine=i386-pc os=-msys ;; mvs) basic_machine=i370-ibm os=-mvs ;; nacl) basic_machine=le32-unknown os=-nacl ;; ncr3000) basic_machine=i486-ncr os=-sysv4 ;; netbsd386) basic_machine=i386-unknown os=-netbsd ;; netwinder) basic_machine=armv4l-rebel os=-linux ;; news | news700 | news800 | news900) basic_machine=m68k-sony os=-newsos ;; news1000) basic_machine=m68030-sony os=-newsos ;; news-3600 | risc-news) basic_machine=mips-sony os=-newsos ;; necv70) basic_machine=v70-nec os=-sysv ;; next | m*-next ) basic_machine=m68k-next case $os in -nextstep* ) ;; -ns2*) os=-nextstep2 ;; *) os=-nextstep3 ;; esac ;; nh3000) basic_machine=m68k-harris os=-cxux ;; nh[45]000) basic_machine=m88k-harris os=-cxux ;; nindy960) basic_machine=i960-intel os=-nindy ;; mon960) basic_machine=i960-intel os=-mon960 ;; nonstopux) basic_machine=mips-compaq os=-nonstopux ;; np1) basic_machine=np1-gould ;; neo-tandem) basic_machine=neo-tandem ;; nse-tandem) basic_machine=nse-tandem ;; nsr-tandem) basic_machine=nsr-tandem ;; op50n-* | op60c-*) basic_machine=hppa1.1-oki os=-proelf ;; openrisc | openrisc-*) basic_machine=or32-unknown ;; os400) basic_machine=powerpc-ibm os=-os400 ;; OSE68000 | ose68000) basic_machine=m68000-ericsson os=-ose ;; os68k) basic_machine=m68k-none os=-os68k ;; pa-hitachi) basic_machine=hppa1.1-hitachi os=-hiuxwe2 ;; paragon) basic_machine=i860-intel os=-osf ;; parisc) basic_machine=hppa-unknown os=-linux ;; parisc-*) basic_machine=hppa-`echo $basic_machine | sed 's/^[^-]*-//'` os=-linux ;; pbd) basic_machine=sparc-tti ;; pbb) basic_machine=m68k-tti ;; pc532 | pc532-*) basic_machine=ns32k-pc532 ;; pc98) basic_machine=i386-pc ;; pc98-*) basic_machine=i386-`echo $basic_machine | sed 's/^[^-]*-//'` ;; pentium | p5 | k5 | k6 | nexgen | viac3) basic_machine=i586-pc ;; pentiumpro | p6 | 6x86 | athlon | athlon_*) basic_machine=i686-pc ;; pentiumii | pentium2 | pentiumiii | pentium3) basic_machine=i686-pc ;; pentium4) basic_machine=i786-pc ;; pentium-* | p5-* | k5-* | k6-* | nexgen-* | viac3-*) basic_machine=i586-`echo $basic_machine | sed 's/^[^-]*-//'` ;; pentiumpro-* | p6-* | 6x86-* | athlon-*) basic_machine=i686-`echo $basic_machine | sed 's/^[^-]*-//'` ;; pentiumii-* | pentium2-* | pentiumiii-* | pentium3-*) basic_machine=i686-`echo $basic_machine | sed 's/^[^-]*-//'` ;; pentium4-*) basic_machine=i786-`echo $basic_machine | sed 's/^[^-]*-//'` ;; pn) basic_machine=pn-gould ;; power) basic_machine=power-ibm ;; ppc | ppcbe) basic_machine=powerpc-unknown ;; ppc-* | ppcbe-*) basic_machine=powerpc-`echo $basic_machine | sed 's/^[^-]*-//'` ;; ppcle | powerpclittle | ppc-le | powerpc-little) basic_machine=powerpcle-unknown ;; ppcle-* | powerpclittle-*) basic_machine=powerpcle-`echo $basic_machine | sed 's/^[^-]*-//'` ;; ppc64) basic_machine=powerpc64-unknown ;; ppc64-* | ppc64p7-*) basic_machine=powerpc64-`echo $basic_machine | sed 's/^[^-]*-//'` ;; ppc64le | powerpc64little | ppc64-le | powerpc64-little) basic_machine=powerpc64le-unknown ;; ppc64le-* | powerpc64little-*) basic_machine=powerpc64le-`echo $basic_machine | sed 's/^[^-]*-//'` ;; ps2) basic_machine=i386-ibm ;; pw32) basic_machine=i586-unknown os=-pw32 ;; rdos | rdos64) basic_machine=x86_64-pc os=-rdos ;; rdos32) basic_machine=i386-pc os=-rdos ;; rom68k) basic_machine=m68k-rom68k os=-coff ;; rm[46]00) basic_machine=mips-siemens ;; rtpc | rtpc-*) basic_machine=romp-ibm ;; s390 | s390-*) basic_machine=s390-ibm ;; s390x | s390x-*) basic_machine=s390x-ibm ;; sa29200) basic_machine=a29k-amd os=-udi ;; sb1) basic_machine=mipsisa64sb1-unknown ;; sb1el) basic_machine=mipsisa64sb1el-unknown ;; sde) basic_machine=mipsisa32-sde os=-elf ;; sei) basic_machine=mips-sei os=-seiux ;; sequent) basic_machine=i386-sequent ;; sh) basic_machine=sh-hitachi os=-hms ;; sh5el) basic_machine=sh5le-unknown ;; sh64) basic_machine=sh64-unknown ;; sparclite-wrs | simso-wrs) basic_machine=sparclite-wrs os=-vxworks ;; sps7) basic_machine=m68k-bull os=-sysv2 ;; spur) basic_machine=spur-unknown ;; st2000) basic_machine=m68k-tandem ;; stratus) basic_machine=i860-stratus os=-sysv4 ;; strongarm-* | thumb-*) basic_machine=arm-`echo $basic_machine | sed 's/^[^-]*-//'` ;; sun2) basic_machine=m68000-sun ;; sun2os3) basic_machine=m68000-sun os=-sunos3 ;; sun2os4) basic_machine=m68000-sun os=-sunos4 ;; sun3os3) basic_machine=m68k-sun os=-sunos3 ;; sun3os4) basic_machine=m68k-sun os=-sunos4 ;; sun4os3) basic_machine=sparc-sun os=-sunos3 ;; sun4os4) basic_machine=sparc-sun os=-sunos4 ;; sun4sol2) basic_machine=sparc-sun os=-solaris2 ;; sun3 | sun3-*) basic_machine=m68k-sun ;; sun4) basic_machine=sparc-sun ;; sun386 | sun386i | roadrunner) basic_machine=i386-sun ;; sv1) basic_machine=sv1-cray os=-unicos ;; symmetry) basic_machine=i386-sequent os=-dynix ;; t3e) basic_machine=alphaev5-cray os=-unicos ;; t90) basic_machine=t90-cray os=-unicos ;; tile*) basic_machine=$basic_machine-unknown os=-linux-gnu ;; tx39) basic_machine=mipstx39-unknown ;; tx39el) basic_machine=mipstx39el-unknown ;; toad1) basic_machine=pdp10-xkl os=-tops20 ;; tower | tower-32) basic_machine=m68k-ncr ;; tpf) basic_machine=s390x-ibm os=-tpf ;; udi29k) basic_machine=a29k-amd os=-udi ;; ultra3) basic_machine=a29k-nyu os=-sym1 ;; v810 | necv810) basic_machine=v810-nec os=-none ;; vaxv) basic_machine=vax-dec os=-sysv ;; vms) basic_machine=vax-dec os=-vms ;; vpp*|vx|vx-*) basic_machine=f301-fujitsu ;; vxworks960) basic_machine=i960-wrs os=-vxworks ;; vxworks68) basic_machine=m68k-wrs os=-vxworks ;; vxworks29k) basic_machine=a29k-wrs os=-vxworks ;; w65*) basic_machine=w65-wdc os=-none ;; w89k-*) basic_machine=hppa1.1-winbond os=-proelf ;; xbox) basic_machine=i686-pc os=-mingw32 ;; xps | xps100) basic_machine=xps100-honeywell ;; xscale-* | xscalee[bl]-*) basic_machine=`echo $basic_machine | sed 's/^xscale/arm/'` ;; ymp) basic_machine=ymp-cray os=-unicos ;; z8k-*-coff) basic_machine=z8k-unknown os=-sim ;; z80-*-coff) basic_machine=z80-unknown os=-sim ;; none) basic_machine=none-none os=-none ;; # Here we handle the default manufacturer of certain CPU types. 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And many, many, many more intersting things! Pocketsphinx pre ^^^^^^^^^^^^^^^^ 2000-01-27 CMU Sphinx is going Open Source! pocketsphinx-5prealpha/autogen.sh0000775000175000017500000000601712504317105014402 00000000000000#!/bin/sh # Run this to generate all the initial makefiles, etc. srcdir=`dirname $0` PKG_NAME="the package." 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win32/pocketsphinx_continuous/pocketsphinx_continuous.vcxproj \ win32/pocketsphinx_mdef_convert/pocketsphinx_mdef_convert.vcxproj pkgconfigdir = $(libdir)/pkgconfig pkgconfig_DATA = pocketsphinx.pc CLEANFILES = pocketsphinx.pc ACLOCAL_AMFLAGS = -I m4 pocketsphinx-5prealpha/test-driver0000755000175000017500000000761112505035456014605 00000000000000#! /bin/sh # test-driver - basic testsuite driver script. scriptversion=2012-06-27.10; # UTC # Copyright (C) 2011-2013 Free Software Foundation, Inc. # # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2, or (at your option) # any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see . # As a special exception to the GNU General Public License, if you # distribute this file as part of a program that contains a # configuration script generated by Autoconf, you may include it under # the same distribution terms that you use for the rest of that program. # This file is maintained in Automake, please report # bugs to or send patches to # . # Make unconditional expansion of undefined variables an error. This # helps a lot in preventing typo-related bugs. set -u usage_error () { echo "$0: $*" >&2 print_usage >&2 exit 2 } print_usage () { cat <$log_file 2>&1 estatus=$? if test $enable_hard_errors = no && test $estatus -eq 99; then estatus=1 fi case $estatus:$expect_failure in 0:yes) col=$red res=XPASS recheck=yes gcopy=yes;; 0:*) col=$grn res=PASS recheck=no gcopy=no;; 77:*) col=$blu res=SKIP recheck=no gcopy=yes;; 99:*) col=$mgn res=ERROR recheck=yes gcopy=yes;; *:yes) col=$lgn res=XFAIL recheck=no gcopy=yes;; *:*) col=$red res=FAIL recheck=yes gcopy=yes;; esac # Report outcome to console. echo "${col}${res}${std}: $test_name" # Register the test result, and other relevant metadata. echo ":test-result: $res" > $trs_file echo ":global-test-result: $res" >> $trs_file echo ":recheck: $recheck" >> $trs_file echo ":copy-in-global-log: $gcopy" >> $trs_file # Local Variables: # mode: shell-script # sh-indentation: 2 # eval: (add-hook 'write-file-hooks 'time-stamp) # time-stamp-start: "scriptversion=" # time-stamp-format: "%:y-%02m-%02d.%02H" # time-stamp-time-zone: "UTC" # time-stamp-end: "; # UTC" # End: pocketsphinx-5prealpha/doc/0000775000175000017500000000000012560377662013242 500000000000000pocketsphinx-5prealpha/doc/pocketsphinx_continuous.10000664000175000017500000001217012525174512020240 00000000000000.TH POCKETSPHINX_CONTINUOUS 1 "2007-08-27" .SH NAME pocketsphinx_continuous \- Run speech recognition in continuous listening mode .SH SYNOPSIS .B pocketsphinx_continuous .RI \fB\-hmm\fR \fIhmmdir\fR \fB\-dict\fR \fIdictfile\fR [\fI options \fR]... .SH DESCRIPTION .PP This program opens the audio device and waits for speech. When it detects an utterance, it performs speech recognition on it. .TP .B \-adchdr Size of audio file header in bytes (headers are ignored) .TP .B \-adcin Input is raw audio data .TP .B \-agc Automatic gain control for c0 ('max', 'emax', 'noise', or 'none') .TP .B \-agcthresh Initial threshold for automatic gain control .TP .B \-allphone phoneme decoding with phonetic lm .TP .B \-allphone_ci Perform phoneme decoding with phonetic lm and context-independent units only .TP .B \-alpha Preemphasis parameter .TP .B \-argfile file giving extra arguments. .TP .B \-ascale Inverse of acoustic model scale for confidence score calculation .TP .B \-aw Inverse weight applied to acoustic scores. .TP .B \-backtrace Print results and backtraces to log file. .TP .B \-beam Beam width applied to every frame in Viterbi search (smaller values mean wider beam) .TP .B \-bestpath Run bestpath (Dijkstra) search over word lattice (3rd pass) .TP .B \-bestpathlw Language model probability weight for bestpath search .TP .B \-build_outdirs Create missing subdirectories in output directory .TP .B \-cepdir files directory (prefixed to filespecs in control file) .TP .B \-cepext Input files extension (suffixed to filespecs in control file) .TP .B \-ceplen Number of components in the input feature vector .TP .B \-cmn Cepstral mean normalization scheme ('current', 'prior', or 'none') .TP .B \-cmninit Initial values (comma-separated) for cepstral mean when 'prior' is used .TP .B \-compallsen Compute all senone scores in every frame (can be faster when there are many senones) .TP .B \-ctl file listing utterances to be processed .TP .B \-ctlcount No. of utterances to be processed (after skipping \fB\-ctloffset\fR entries) .TP .B \-ctlincr Do every Nth line in the control file .TP .B \-ctloffset No. of utterances at the beginning of \fB\-ctl\fR file to be skipped .TP .B \-ctm output in CTM file format (may require post-sorting) .TP .B \-debug level for debugging messages .TP .B \-dict pronunciation dictionary (lexicon) input file .TP .B \-dictcase Dictionary is case sensitive (NOTE: case insensitivity applies to ASCII characters only) .TP .B \-dither Add 1/2-bit noise .TP .B \-doublebw Use double bandwidth filters (same center freq) .TP .B \-ds Frame GMM computation downsampling ratio .TP .B \-fdict word pronunciation dictionary input file .TP .B \-feat Feature stream type, depends on the acoustic model .TP .B \-featparams containing feature extraction parameters. .TP .B \-fillprob Filler word transition probability .TP .B \-frate Frame rate .TP .B \-fsg format finite state grammar file .TP .B \-fsgctl file listing FSG file to use for each utterance .TP .B \-fsgdir directory for FSG files .TP .B \-fsgext extension for FSG files (including leading dot) .TP .B \-fsgusealtpron Add alternate pronunciations to FSG .TP .B \-fsgusefiller Insert filler words at each state. .TP .B \-fwdflat Run forward flat-lexicon search over word lattice (2nd pass) .TP .B \-fwdflatbeam Beam width applied to every frame in second-pass flat search .TP .B \-fwdflatefwid Minimum number of end frames for a word to be searched in fwdflat search .TP .B \-fwdflatlw Language model probability weight for flat lexicon (2nd pass) decoding .TP .B \-fwdflatsfwin Window of frames in lattice to search for successor words in fwdflat search .TP .B \-fwdflatwbeam Beam width applied to word exits in second-pass flat search .TP .B \-fwdtree Run forward lexicon-tree search (1st pass) .TP .B \-hmm containing acoustic model files. .TP .B \-hyp output file name .TP .B \-hypseg output with segmentation file name .TP .B \-input_endian Endianness of input data, big or little, ignored if NIST or MS Wav .TP .B \-jsgf grammar file .TP .B \-keyphrase to spot .TP .B \-kws file with keyphrases to spot, one per line .TP .B \-kws_delay Delay to wait for best detection score .TP .B \-kws_plp Phone loop probability for keyword spotting .TP .B \-kws_threshold Threshold for p(hyp)/p(alternatives) ratio .TP .B \-latsize Initial backpointer table size .TP .B \-lda containing transformation matrix to be applied to features (single-stream features only) .TP .B \-ldadim Dimensionality of output of feature transformation (0 to use entire matrix) .TP .B \-lifter Length of sin-curve for liftering, or 0 for no liftering. .TP .B \-lm trigram language model input file .TP .B \-lmctl a set of language model .PP The .B \-hmm and .B \-dict arguments are always required. Either .B \-lm or .B \-fsg is required, depending on whether you are using a statistical language model or a finite-state grammar. .SH AUTHOR Written by numerous people at CMU from 1994 onwards. This manual page by David Huggins-Daines .SH COPYRIGHT Copyright \(co 1994-2007 Carnegie Mellon University. See the file \fICOPYING\fR included with this package for more information. .br .SH "SEE ALSO" .BR pocketsphinx_batch (1), .BR sphinx_fe (1). .brpocketsphinx-5prealpha/doc/pocketsphinx_batch.10000664000175000017500000001315012525174512017112 00000000000000.TH POCKETSPHINX_BATCH 1 "2007-08-27" .SH NAME pocketsphinx_batch \- Run speech recognition in batch mode .SH SYNOPSIS .B pocketsphinx_batch .RI \fB\-hmm\fR \fIhmmdir\fR \fB\-dict\fR \fIdictfile\fR [\fI options \fR]... .SH DESCRIPTION .PP Run speech recognition over a list of utterances in batchmode. A list of arguments follows: .TP .B \-adchdr Size of audio file header in bytes (headers are ignored) .TP .B \-adcin Input is raw audio data .TP .B \-agc Automatic gain control for c0 ('max', 'emax', 'noise', or 'none') .TP .B \-agcthresh Initial threshold for automatic gain control .TP .B \-allphone phoneme decoding with phonetic lm .TP .B \-allphone_ci Perform phoneme decoding with phonetic lm and context-independent units only .TP .B \-alpha Preemphasis parameter .TP .B \-argfile file giving extra arguments. .TP .B \-ascale Inverse of acoustic model scale for confidence score calculation .TP .B \-aw Inverse weight applied to acoustic scores. .TP .B \-backtrace Print results and backtraces to log file. .TP .B \-beam Beam width applied to every frame in Viterbi search (smaller values mean wider beam) .TP .B \-bestpath Run bestpath (Dijkstra) search over word lattice (3rd pass) .TP .B \-bestpathlw Language model probability weight for bestpath search .TP .B \-build_outdirs Create missing subdirectories in output directory .TP .B \-cepdir files directory (prefixed to filespecs in control file) .TP .B \-cepext Input files extension (suffixed to filespecs in control file) .TP .B \-ceplen Number of components in the input feature vector .TP .B \-cmn Cepstral mean normalization scheme ('current', 'prior', or 'none') .TP .B \-cmninit Initial values (comma-separated) for cepstral mean when 'prior' is used .TP .B \-compallsen Compute all senone scores in every frame (can be faster when there are many senones) .TP .B \-ctl file listing utterances to be processed .TP .B \-ctlcount No. of utterances to be processed (after skipping \fB\-ctloffset\fR entries) .TP .B \-ctlincr Do every Nth line in the control file .TP .B \-ctloffset No. of utterances at the beginning of \fB\-ctl\fR file to be skipped .TP .B \-ctm output in CTM file format (may require post-sorting) .TP .B \-debug level for debugging messages .TP .B \-dict pronunciation dictionary (lexicon) input file .TP .B \-dictcase Dictionary is case sensitive (NOTE: case insensitivity applies to ASCII characters only) .TP .B \-dither Add 1/2-bit noise .TP .B \-doublebw Use double bandwidth filters (same center freq) .TP .B \-ds Frame GMM computation downsampling ratio .TP .B \-fdict word pronunciation dictionary input file .TP .B \-feat Feature stream type, depends on the acoustic model .TP .B \-featparams containing feature extraction parameters. .TP .B \-fillprob Filler word transition probability .TP .B \-frate Frame rate .TP .B \-fsg format finite state grammar file .TP .B \-fsgctl file listing FSG file to use for each utterance .TP .B \-fsgdir directory for FSG files .TP .B \-fsgext extension for FSG files (including leading dot) .TP .B \-fsgusealtpron Add alternate pronunciations to FSG .TP .B \-fsgusefiller Insert filler words at each state. .TP .B \-fwdflat Run forward flat-lexicon search over word lattice (2nd pass) .TP .B \-fwdflatbeam Beam width applied to every frame in second-pass flat search .TP .B \-fwdflatefwid Minimum number of end frames for a word to be searched in fwdflat search .TP .B \-fwdflatlw Language model probability weight for flat lexicon (2nd pass) decoding .TP .B \-fwdflatsfwin Window of frames in lattice to search for successor words in fwdflat search .TP .B \-fwdflatwbeam Beam width applied to word exits in second-pass flat search .TP .B \-fwdtree Run forward lexicon-tree search (1st pass) .TP .B \-hmm containing acoustic model files. .TP .B \-hyp output file name .TP .B \-hypseg output with segmentation file name .TP .B \-input_endian Endianness of input data, big or little, ignored if NIST or MS Wav .TP .B \-jsgf grammar file .TP .B \-keyphrase to spot .TP .B \-kws file with keyphrases to spot, one per line .TP .B \-kws_delay Delay to wait for best detection score .TP .B \-kws_plp Phone loop probability for keyword spotting .TP .B \-kws_threshold Threshold for p(hyp)/p(alternatives) ratio .TP .B \-latsize Initial backpointer table size .TP .B \-lda containing transformation matrix to be applied to features (single-stream features only) .TP .B \-ldadim Dimensionality of output of feature transformation (0 to use entire matrix) .TP .B \-lifter Length of sin-curve for liftering, or 0 for no liftering. .TP .B \-lm trigram language model input file .TP .B \-lmctl a set of language model .PP The .B \-hmm and .B \-dict arguments are always required. Either .B \-lm or .B \-fsg is required, depending on whether you are using a statistical language model or a finite-state grammar. To do batchmode recognition, you will need to specify a control file, using .B \-ctl This is a simple text file containing one entry per line. Each entry is the name of an input file relative to the .B \-cepdir directory, and without the filename extension (which is given in the .B \-cepext argument). .PP If you are using acoustic feature files as input (see .BR sphinx_fe (1) for information on how to generate these), you can also specify a subpart of a file, using the following format: .PP .RS .B FILENAME START\-FRAME END\-FRAME UTTERANCE-ID .RE .SH AUTHOR Written by numerous people at CMU from 1994 onwards. This manual page by David Huggins-Daines .SH COPYRIGHT Copyright \(co 1994-2007 Carnegie Mellon University. See the file \fICOPYING\fR included with this package for more information. .br .SH "SEE ALSO" .BR pocketsphinx_continuous (1), .BR sphinx_fe (1). .brpocketsphinx-5prealpha/doc/pocketsphinx_mdef_convert.10000664000175000017500000000145612504317104020503 00000000000000.TH POCKETSPHINX_MDEF_CONVERT 1 "2007-08-27" .SH NAME pocketsphinx_mdef_convert \- Convert text-format model definition files to and from PocketSphinx format .SH SYNOPSIS .B pocketsphinx_mdef_convert [\fI options \fR] .B INPUT OUTPUT .SH DESCRIPTION .PP This program converts the text format acoustic model definition files generated by SphinxTrain into the fast binary format used by PocketSphinx. It can also convert binary files back to text format. .TP .B -text The input is in text format, and is to be converted to binary. .TP .B -bin The input is in binary format, and is to be converted to text. .SH AUTHOR Written by David Huggins-Daines . .SH COPYRIGHT Copyright \(co 2006 Carnegie Mellon University. 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Optionally the format may contain # $version, which will be replaced by the version of the file (if it could # be obtained via FILE_VERSION_FILTER) WARN_FORMAT = "$file:$line: $text" # The WARN_LOGFILE tag can be used to specify a file to which warning # and error messages should be written. If left blank the output is written # to stderr. WARN_LOGFILE = #--------------------------------------------------------------------------- # configuration options related to the input files #--------------------------------------------------------------------------- # The INPUT tag can be used to specify the files and/or directories that contain # documented source files. You may enter file names like "myfile.cpp" or # directories like "/usr/src/myproject". Separate the files or directories # with spaces. INPUT = @top_srcdir@/include @top_srcdir@/src/libpocketsphinx # This tag can be used to specify the character encoding of the source files that # doxygen parses. Internally doxygen uses the UTF-8 encoding, which is also the default # input encoding. Doxygen uses libiconv (or the iconv built into libc) for the transcoding. # See http://www.gnu.org/software/libiconv for the list of possible encodings. INPUT_ENCODING = UTF-8 # If the value of the INPUT tag contains directories, you can use the # FILE_PATTERNS tag to specify one or more wildcard pattern (like *.cpp # and *.h) to filter out the source-files in the directories. If left # blank the following patterns are tested: # *.c *.cc *.cxx *.cpp *.c++ *.java *.ii *.ixx *.ipp *.i++ *.inl *.h *.hh *.hxx # *.hpp *.h++ *.idl *.odl *.cs *.php *.php3 *.inc *.m *.mm *.py FILE_PATTERNS = # The RECURSIVE tag can be used to turn specify whether or not subdirectories # should be searched for input files as well. Possible values are YES and NO. # If left blank NO is used. RECURSIVE = YES # The EXCLUDE tag can be used to specify files and/or directories that should # excluded from the INPUT source files. This way you can easily exclude a # subdirectory from a directory tree whose root is specified with the INPUT tag. EXCLUDE = # The EXCLUDE_SYMLINKS tag can be used select whether or not files or # directories that are symbolic links (a Unix filesystem feature) are excluded # from the input. EXCLUDE_SYMLINKS = NO # If the value of the INPUT tag contains directories, you can use the # EXCLUDE_PATTERNS tag to specify one or more wildcard patterns to exclude # certain files from those directories. Note that the wildcards are matched # against the file with absolute path, so to exclude all test directories # for example use the pattern */test/* EXCLUDE_PATTERNS = */.svn/* */.deps/* */.libs/* */cmu6_lts_rules.* # The EXCLUDE_SYMBOLS tag can be used to specify one or more symbol names # (namespaces, classes, functions, etc.) that should be excluded from the output. # The symbol name can be a fully qualified name, a word, or if the wildcard * is used, # a substring. Examples: ANamespace, AClass, AClass::ANamespace, ANamespace::*Test EXCLUDE_SYMBOLS = # The EXAMPLE_PATH tag can be used to specify one or more files or # directories that contain example code fragments that are included (see # the \include command). EXAMPLE_PATH = # If the value of the EXAMPLE_PATH tag contains directories, you can use the # EXAMPLE_PATTERNS tag to specify one or more wildcard pattern (like *.cpp # and *.h) to filter out the source-files in the directories. If left # blank all files are included. EXAMPLE_PATTERNS = # If the EXAMPLE_RECURSIVE tag is set to YES then subdirectories will be # searched for input files to be used with the \include or \dontinclude # commands irrespective of the value of the RECURSIVE tag. # Possible values are YES and NO. If left blank NO is used. EXAMPLE_RECURSIVE = NO # The IMAGE_PATH tag can be used to specify one or more files or # directories that contain image that are included in the documentation (see # the \image command). IMAGE_PATH = # The INPUT_FILTER tag can be used to specify a program that doxygen should # invoke to filter for each input file. Doxygen will invoke the filter program # by executing (via popen()) the command , where # is the value of the INPUT_FILTER tag, and is the name of an # input file. Doxygen will then use the output that the filter program writes # to standard output. If FILTER_PATTERNS is specified, this tag will be # ignored. INPUT_FILTER = # The FILTER_PATTERNS tag can be used to specify filters on a per file pattern # basis. Doxygen will compare the file name with each pattern and apply the # filter if there is a match. The filters are a list of the form: # pattern=filter (like *.cpp=my_cpp_filter). See INPUT_FILTER for further # info on how filters are used. If FILTER_PATTERNS is empty, INPUT_FILTER # is applied to all files. FILTER_PATTERNS = # If the FILTER_SOURCE_FILES tag is set to YES, the input filter (if set using # INPUT_FILTER) will be used to filter the input files when producing source # files to browse (i.e. when SOURCE_BROWSER is set to YES). FILTER_SOURCE_FILES = NO #--------------------------------------------------------------------------- # configuration options related to source browsing #--------------------------------------------------------------------------- # If the SOURCE_BROWSER tag is set to YES then a list of source files will # be generated. Documented entities will be cross-referenced with these sources. # Note: To get rid of all source code in the generated output, make sure also # VERBATIM_HEADERS is set to NO. SOURCE_BROWSER = YES # Setting the INLINE_SOURCES tag to YES will include the body # of functions and classes directly in the documentation. INLINE_SOURCES = NO # Setting the STRIP_CODE_COMMENTS tag to YES (the default) will instruct # doxygen to hide any special comment blocks from generated source code # fragments. Normal C and C++ comments will always remain visible. STRIP_CODE_COMMENTS = YES # If the REFERENCED_BY_RELATION tag is set to YES (the default) # then for each documented function all documented # functions referencing it will be listed. REFERENCED_BY_RELATION = YES # If the REFERENCES_RELATION tag is set to YES (the default) # then for each documented function all documented entities # called/used by that function will be listed. REFERENCES_RELATION = YES # If the REFERENCES_LINK_SOURCE tag is set to YES (the default) # and SOURCE_BROWSER tag is set to YES, then the hyperlinks from # functions in REFERENCES_RELATION and REFERENCED_BY_RELATION lists will # link to the source code. Otherwise they will link to the documentstion. REFERENCES_LINK_SOURCE = YES # If the USE_HTAGS tag is set to YES then the references to source code # will point to the HTML generated by the htags(1) tool instead of doxygen # built-in source browser. The htags tool is part of GNU's global source # tagging system (see http://www.gnu.org/software/global/global.html). You # will need version 4.8.6 or higher. USE_HTAGS = NO # If the VERBATIM_HEADERS tag is set to YES (the default) then Doxygen # will generate a verbatim copy of the header file for each class for # which an include is specified. Set to NO to disable this. VERBATIM_HEADERS = NO #--------------------------------------------------------------------------- # configuration options related to the alphabetical class index #--------------------------------------------------------------------------- # If the ALPHABETICAL_INDEX tag is set to YES, an alphabetical index # of all compounds will be generated. Enable this if the project # contains a lot of classes, structs, unions or interfaces. ALPHABETICAL_INDEX = NO # If the alphabetical index is enabled (see ALPHABETICAL_INDEX) then # the COLS_IN_ALPHA_INDEX tag can be used to specify the number of columns # in which this list will be split (can be a number in the range [1..20]) COLS_IN_ALPHA_INDEX = 5 # In case all classes in a project start with a common prefix, all # classes will be put under the same header in the alphabetical index. # The IGNORE_PREFIX tag can be used to specify one or more prefixes that # should be ignored while generating the index headers. IGNORE_PREFIX = #--------------------------------------------------------------------------- # configuration options related to the HTML output #--------------------------------------------------------------------------- # If the GENERATE_HTML tag is set to YES (the default) Doxygen will # generate HTML output. GENERATE_HTML = YES # The HTML_OUTPUT tag is used to specify where the HTML docs will be put. # If a relative path is entered the value of OUTPUT_DIRECTORY will be # put in front of it. If left blank `html' will be used as the default path. HTML_OUTPUT = html # The HTML_FILE_EXTENSION tag can be used to specify the file extension for # each generated HTML page (for example: .htm,.php,.asp). If it is left blank # doxygen will generate files with .html extension. HTML_FILE_EXTENSION = .html # The HTML_HEADER tag can be used to specify a personal HTML header for # each generated HTML page. If it is left blank doxygen will generate a # standard header. HTML_HEADER = # The HTML_FOOTER tag can be used to specify a personal HTML footer for # each generated HTML page. If it is left blank doxygen will generate a # standard footer. HTML_FOOTER = # The HTML_STYLESHEET tag can be used to specify a user-defined cascading # style sheet that is used by each HTML page. It can be used to # fine-tune the look of the HTML output. If the tag is left blank doxygen # will generate a default style sheet. Note that doxygen will try to copy # the style sheet file to the HTML output directory, so don't put your own # stylesheet in the HTML output directory as well, or it will be erased! HTML_STYLESHEET = # If the HTML_ALIGN_MEMBERS tag is set to YES, the members of classes, # files or namespaces will be aligned in HTML using tables. If set to # NO a bullet list will be used. HTML_ALIGN_MEMBERS = YES # If the GENERATE_HTMLHELP tag is set to YES, additional index files # will be generated that can be used as input for tools like the # Microsoft HTML help workshop to generate a compressed HTML help file (.chm) # of the generated HTML documentation. GENERATE_HTMLHELP = NO # If the GENERATE_HTMLHELP tag is set to YES, the CHM_FILE tag can # be used to specify the file name of the resulting .chm file. You # can add a path in front of the file if the result should not be # written to the html output directory. CHM_FILE = # If the GENERATE_HTMLHELP tag is set to YES, the HHC_LOCATION tag can # be used to specify the location (absolute path including file name) of # the HTML help compiler (hhc.exe). If non-empty doxygen will try to run # the HTML help compiler on the generated index.hhp. HHC_LOCATION = # If the GENERATE_HTMLHELP tag is set to YES, the GENERATE_CHI flag # controls if a separate .chi index file is generated (YES) or that # it should be included in the master .chm file (NO). GENERATE_CHI = NO # If the GENERATE_HTMLHELP tag is set to YES, the BINARY_TOC flag # controls whether a binary table of contents is generated (YES) or a # normal table of contents (NO) in the .chm file. BINARY_TOC = NO # The TOC_EXPAND flag can be set to YES to add extra items for group members # to the contents of the HTML help documentation and to the tree view. TOC_EXPAND = NO # The DISABLE_INDEX tag can be used to turn on/off the condensed index at # top of each HTML page. The value NO (the default) enables the index and # the value YES disables it. DISABLE_INDEX = NO # This tag can be used to set the number of enum values (range [1..20]) # that doxygen will group on one line in the generated HTML documentation. ENUM_VALUES_PER_LINE = 4 # If the GENERATE_TREEVIEW tag is set to YES, a side panel will be # generated containing a tree-like index structure (just like the one that # is generated for HTML Help). For this to work a browser that supports # JavaScript, DHTML, CSS and frames is required (for instance Mozilla 1.0+, # Netscape 6.0+, Internet explorer 5.0+, or Konqueror). Windows users are # probably better off using the HTML help feature. GENERATE_TREEVIEW = YES # If the treeview is enabled (see GENERATE_TREEVIEW) then this tag can be # used to set the initial width (in pixels) of the frame in which the tree # is shown. TREEVIEW_WIDTH = 250 #--------------------------------------------------------------------------- # configuration options related to the LaTeX output #--------------------------------------------------------------------------- # If the GENERATE_LATEX tag is set to YES (the default) Doxygen will # generate Latex output. GENERATE_LATEX = YES # The LATEX_OUTPUT tag is used to specify where the LaTeX docs will be put. # If a relative path is entered the value of OUTPUT_DIRECTORY will be # put in front of it. If left blank `latex' will be used as the default path. LATEX_OUTPUT = latex # The LATEX_CMD_NAME tag can be used to specify the LaTeX command name to be # invoked. If left blank `latex' will be used as the default command name. LATEX_CMD_NAME = latex # The MAKEINDEX_CMD_NAME tag can be used to specify the command name to # generate index for LaTeX. If left blank `makeindex' will be used as the # default command name. MAKEINDEX_CMD_NAME = makeindex # If the COMPACT_LATEX tag is set to YES Doxygen generates more compact # LaTeX documents. This may be useful for small projects and may help to # save some trees in general. COMPACT_LATEX = NO # The PAPER_TYPE tag can be used to set the paper type that is used # by the printer. Possible values are: a4, a4wide, letter, legal and # executive. If left blank a4wide will be used. PAPER_TYPE = a4wide # The EXTRA_PACKAGES tag can be to specify one or more names of LaTeX # packages that should be included in the LaTeX output. EXTRA_PACKAGES = # The LATEX_HEADER tag can be used to specify a personal LaTeX header for # the generated latex document. The header should contain everything until # the first chapter. If it is left blank doxygen will generate a # standard header. Notice: only use this tag if you know what you are doing! LATEX_HEADER = # If the PDF_HYPERLINKS tag is set to YES, the LaTeX that is generated # is prepared for conversion to pdf (using ps2pdf). The pdf file will # contain links (just like the HTML output) instead of page references # This makes the output suitable for online browsing using a pdf viewer. PDF_HYPERLINKS = NO # If the USE_PDFLATEX tag is set to YES, pdflatex will be used instead of # plain latex in the generated Makefile. Set this option to YES to get a # higher quality PDF documentation. USE_PDFLATEX = NO # If the LATEX_BATCHMODE tag is set to YES, doxygen will add the \\batchmode. # command to the generated LaTeX files. This will instruct LaTeX to keep # running if errors occur, instead of asking the user for help. # This option is also used when generating formulas in HTML. LATEX_BATCHMODE = NO # If LATEX_HIDE_INDICES is set to YES then doxygen will not # include the index chapters (such as File Index, Compound Index, etc.) # in the output. LATEX_HIDE_INDICES = NO #--------------------------------------------------------------------------- # configuration options related to the RTF output #--------------------------------------------------------------------------- # If the GENERATE_RTF tag is set to YES Doxygen will generate RTF output # The RTF output is optimized for Word 97 and may not look very pretty with # other RTF readers or editors. GENERATE_RTF = NO # The RTF_OUTPUT tag is used to specify where the RTF docs will be put. # If a relative path is entered the value of OUTPUT_DIRECTORY will be # put in front of it. If left blank `rtf' will be used as the default path. RTF_OUTPUT = rtf # If the COMPACT_RTF tag is set to YES Doxygen generates more compact # RTF documents. This may be useful for small projects and may help to # save some trees in general. COMPACT_RTF = NO # If the RTF_HYPERLINKS tag is set to YES, the RTF that is generated # will contain hyperlink fields. The RTF file will # contain links (just like the HTML output) instead of page references. # This makes the output suitable for online browsing using WORD or other # programs which support those fields. # Note: wordpad (write) and others do not support links. RTF_HYPERLINKS = NO # Load stylesheet definitions from file. Syntax is similar to doxygen's # config file, i.e. a series of assignments. You only have to provide # replacements, missing definitions are set to their default value. RTF_STYLESHEET_FILE = # Set optional variables used in the generation of an rtf document. # Syntax is similar to doxygen's config file. RTF_EXTENSIONS_FILE = #--------------------------------------------------------------------------- # configuration options related to the man page output #--------------------------------------------------------------------------- # If the GENERATE_MAN tag is set to YES (the default) Doxygen will # generate man pages GENERATE_MAN = NO # The MAN_OUTPUT tag is used to specify where the man pages will be put. # If a relative path is entered the value of OUTPUT_DIRECTORY will be # put in front of it. If left blank `man' will be used as the default path. MAN_OUTPUT = man # The MAN_EXTENSION tag determines the extension that is added to # the generated man pages (default is the subroutine's section .3) MAN_EXTENSION = .3 # If the MAN_LINKS tag is set to YES and Doxygen generates man output, # then it will generate one additional man file for each entity # documented in the real man page(s). These additional files # only source the real man page, but without them the man command # would be unable to find the correct page. The default is NO. MAN_LINKS = NO #--------------------------------------------------------------------------- # configuration options related to the XML output #--------------------------------------------------------------------------- # If the GENERATE_XML tag is set to YES Doxygen will # generate an XML file that captures the structure of # the code including all documentation. GENERATE_XML = YES # The XML_OUTPUT tag is used to specify where the XML pages will be put. # If a relative path is entered the value of OUTPUT_DIRECTORY will be # put in front of it. If left blank `xml' will be used as the default path. XML_OUTPUT = xml # The XML_SCHEMA tag can be used to specify an XML schema, # which can be used by a validating XML parser to check the # syntax of the XML files. XML_SCHEMA = # The XML_DTD tag can be used to specify an XML DTD, # which can be used by a validating XML parser to check the # syntax of the XML files. XML_DTD = # If the XML_PROGRAMLISTING tag is set to YES Doxygen will # dump the program listings (including syntax highlighting # and cross-referencing information) to the XML output. Note that # enabling this will significantly increase the size of the XML output. XML_PROGRAMLISTING = YES #--------------------------------------------------------------------------- # configuration options for the AutoGen Definitions output #--------------------------------------------------------------------------- # If the GENERATE_AUTOGEN_DEF tag is set to YES Doxygen will # generate an AutoGen Definitions (see autogen.sf.net) file # that captures the structure of the code including all # documentation. Note that this feature is still experimental # and incomplete at the moment. GENERATE_AUTOGEN_DEF = NO #--------------------------------------------------------------------------- # configuration options related to the Perl module output #--------------------------------------------------------------------------- # If the GENERATE_PERLMOD tag is set to YES Doxygen will # generate a Perl module file that captures the structure of # the code including all documentation. Note that this # feature is still experimental and incomplete at the # moment. GENERATE_PERLMOD = NO # If the PERLMOD_LATEX tag is set to YES Doxygen will generate # the necessary Makefile rules, Perl scripts and LaTeX code to be able # to generate PDF and DVI output from the Perl module output. PERLMOD_LATEX = NO # If the PERLMOD_PRETTY tag is set to YES the Perl module output will be # nicely formatted so it can be parsed by a human reader. This is useful # if you want to understand what is going on. On the other hand, if this # tag is set to NO the size of the Perl module output will be much smaller # and Perl will parse it just the same. PERLMOD_PRETTY = YES # The names of the make variables in the generated doxyrules.make file # are prefixed with the string contained in PERLMOD_MAKEVAR_PREFIX. # This is useful so different doxyrules.make files included by the same # Makefile don't overwrite each other's variables. PERLMOD_MAKEVAR_PREFIX = #--------------------------------------------------------------------------- # Configuration options related to the preprocessor #--------------------------------------------------------------------------- # If the ENABLE_PREPROCESSING tag is set to YES (the default) Doxygen will # evaluate all C-preprocessor directives found in the sources and include # files. ENABLE_PREPROCESSING = YES # If the MACRO_EXPANSION tag is set to YES Doxygen will expand all macro # names in the source code. If set to NO (the default) only conditional # compilation will be performed. Macro expansion can be done in a controlled # way by setting EXPAND_ONLY_PREDEF to YES. MACRO_EXPANSION = NO # If the EXPAND_ONLY_PREDEF and MACRO_EXPANSION tags are both set to YES # then the macro expansion is limited to the macros specified with the # PREDEFINED and EXPAND_AS_DEFINED tags. EXPAND_ONLY_PREDEF = NO # If the SEARCH_INCLUDES tag is set to YES (the default) the includes files # in the INCLUDE_PATH (see below) will be search if a #include is found. SEARCH_INCLUDES = YES # The INCLUDE_PATH tag can be used to specify one or more directories that # contain include files that are not input files but should be processed by # the preprocessor. INCLUDE_PATH = # You can use the INCLUDE_FILE_PATTERNS tag to specify one or more wildcard # patterns (like *.h and *.hpp) to filter out the header-files in the # directories. If left blank, the patterns specified with FILE_PATTERNS will # be used. INCLUDE_FILE_PATTERNS = # The PREDEFINED tag can be used to specify one or more macro names that # are defined before the preprocessor is started (similar to the -D option of # gcc). The argument of the tag is a list of macros of the form: name # or name=definition (no spaces). If the definition and the = are # omitted =1 is assumed. To prevent a macro definition from being # undefined via #undef or recursively expanded use the := operator # instead of the = operator. PREDEFINED = # If the MACRO_EXPANSION and EXPAND_ONLY_PREDEF tags are set to YES then # this tag can be used to specify a list of macro names that should be expanded. # The macro definition that is found in the sources will be used. # Use the PREDEFINED tag if you want to use a different macro definition. EXPAND_AS_DEFINED = # If the SKIP_FUNCTION_MACROS tag is set to YES (the default) then # doxygen's preprocessor will remove all function-like macros that are alone # on a line, have an all uppercase name, and do not end with a semicolon. Such # function macros are typically used for boiler-plate code, and will confuse # the parser if not removed. SKIP_FUNCTION_MACROS = YES #--------------------------------------------------------------------------- # Configuration::additions related to external references #--------------------------------------------------------------------------- # The TAGFILES option can be used to specify one or more tagfiles. # Optionally an initial location of the external documentation # can be added for each tagfile. The format of a tag file without # this location is as follows: # TAGFILES = file1 file2 ... # Adding location for the tag files is done as follows: # TAGFILES = file1=loc1 "file2 = loc2" ... # where "loc1" and "loc2" can be relative or absolute paths or # URLs. If a location is present for each tag, the installdox tool # does not have to be run to correct the links. # Note that each tag file must have a unique name # (where the name does NOT include the path) # If a tag file is not located in the directory in which doxygen # is run, you must also specify the path to the tagfile here. TAGFILES = @sphinxbasebuild@/doc/doxytags=../sphinxbase # When a file name is specified after GENERATE_TAGFILE, doxygen will create # a tag file that is based on the input files it reads. GENERATE_TAGFILE = @builddir@/doxytags # If the ALLEXTERNALS tag is set to YES all external classes will be listed # in the class index. If set to NO only the inherited external classes # will be listed. ALLEXTERNALS = NO # If the EXTERNAL_GROUPS tag is set to YES all external groups will be listed # in the modules index. If set to NO, only the current project's groups will # be listed. EXTERNAL_GROUPS = YES # The PERL_PATH should be the absolute path and name of the perl script # interpreter (i.e. the result of `which perl'). PERL_PATH = /usr/bin/perl #--------------------------------------------------------------------------- # Configuration options related to the dot tool #--------------------------------------------------------------------------- # If the CLASS_DIAGRAMS tag is set to YES (the default) Doxygen will # generate a inheritance diagram (in HTML, RTF and LaTeX) for classes with base # or super classes. Setting the tag to NO turns the diagrams off. Note that # this option is superseded by the HAVE_DOT option below. This is only a # fallback. It is recommended to install and use dot, since it yields more # powerful graphs. CLASS_DIAGRAMS = YES # You can define message sequence charts within doxygen comments using the \msc # command. Doxygen will then run the mscgen tool (see http://www.mcternan.me.uk/mscgen/) to # produce the chart and insert it in the documentation. The MSCGEN_PATH tag allows you to # specify the directory where the mscgen tool resides. If left empty the tool is assumed to # be found in the default search path. MSCGEN_PATH = # If set to YES, the inheritance and collaboration graphs will hide # inheritance and usage relations if the target is undocumented # or is not a class. HIDE_UNDOC_RELATIONS = YES # If you set the HAVE_DOT tag to YES then doxygen will assume the dot tool is # available from the path. This tool is part of Graphviz, a graph visualization # toolkit from AT&T and Lucent Bell Labs. The other options in this section # have no effect if this option is set to NO (the default) HAVE_DOT = NO # If the CLASS_GRAPH and HAVE_DOT tags are set to YES then doxygen # will generate a graph for each documented class showing the direct and # indirect inheritance relations. Setting this tag to YES will force the # the CLASS_DIAGRAMS tag to NO. CLASS_GRAPH = YES # If the COLLABORATION_GRAPH and HAVE_DOT tags are set to YES then doxygen # will generate a graph for each documented class showing the direct and # indirect implementation dependencies (inheritance, containment, and # class references variables) of the class with other documented classes. COLLABORATION_GRAPH = YES # If the GROUP_GRAPHS and HAVE_DOT tags are set to YES then doxygen # will generate a graph for groups, showing the direct groups dependencies GROUP_GRAPHS = YES # If the UML_LOOK tag is set to YES doxygen will generate inheritance and # collaboration diagrams in a style similar to the OMG's Unified Modeling # Language. UML_LOOK = NO # If set to YES, the inheritance and collaboration graphs will show the # relations between templates and their instances. TEMPLATE_RELATIONS = NO # If the ENABLE_PREPROCESSING, SEARCH_INCLUDES, INCLUDE_GRAPH, and HAVE_DOT # tags are set to YES then doxygen will generate a graph for each documented # file showing the direct and indirect include dependencies of the file with # other documented files. INCLUDE_GRAPH = YES # If the ENABLE_PREPROCESSING, SEARCH_INCLUDES, INCLUDED_BY_GRAPH, and # HAVE_DOT tags are set to YES then doxygen will generate a graph for each # documented header file showing the documented files that directly or # indirectly include this file. INCLUDED_BY_GRAPH = YES # If the CALL_GRAPH and HAVE_DOT tags are set to YES then doxygen will # generate a call dependency graph for every global function or class method. # Note that enabling this option will significantly increase the time of a run. # So in most cases it will be better to enable call graphs for selected # functions only using the \callgraph command. CALL_GRAPH = NO # If the CALLER_GRAPH and HAVE_DOT tags are set to YES then doxygen will # generate a caller dependency graph for every global function or class method. # Note that enabling this option will significantly increase the time of a run. # So in most cases it will be better to enable caller graphs for selected # functions only using the \callergraph command. CALLER_GRAPH = NO # If the GRAPHICAL_HIERARCHY and HAVE_DOT tags are set to YES then doxygen # will graphical hierarchy of all classes instead of a textual one. GRAPHICAL_HIERARCHY = YES # If the DIRECTORY_GRAPH, SHOW_DIRECTORIES and HAVE_DOT tags are set to YES # then doxygen will show the dependencies a directory has on other directories # in a graphical way. The dependency relations are determined by the #include # relations between the files in the directories. DIRECTORY_GRAPH = YES # The DOT_IMAGE_FORMAT tag can be used to set the image format of the images # generated by dot. Possible values are png, jpg, or gif # If left blank png will be used. DOT_IMAGE_FORMAT = png # The tag DOT_PATH can be used to specify the path where the dot tool can be # found. If left blank, it is assumed the dot tool can be found in the path. DOT_PATH = # The DOTFILE_DIRS tag can be used to specify one or more directories that # contain dot files that are included in the documentation (see the # \dotfile command). DOTFILE_DIRS = # The MAX_DOT_GRAPH_MAX_NODES tag can be used to set the maximum number of # nodes that will be shown in the graph. If the number of nodes in a graph # becomes larger than this value, doxygen will truncate the graph, which is # visualized by representing a node as a red box. Note that doxygen will always # show the root nodes and its direct children regardless of this setting. DOT_GRAPH_MAX_NODES = 50 # Set the DOT_TRANSPARENT tag to YES to generate images with a transparent # background. This is disabled by default, which results in a white background. # Warning: Depending on the platform used, enabling this option may lead to # badly anti-aliased labels on the edges of a graph (i.e. they become hard to # read). DOT_TRANSPARENT = NO # Set the DOT_MULTI_TARGETS tag to YES allow dot to generate multiple output # files in one run (i.e. multiple -o and -T options on the command line). This # makes dot run faster, but since only newer versions of dot (>1.8.10) # support this, this feature is disabled by default. DOT_MULTI_TARGETS = NO # If the GENERATE_LEGEND tag is set to YES (the default) Doxygen will # generate a legend page explaining the meaning of the various boxes and # arrows in the dot generated graphs. GENERATE_LEGEND = YES # If the DOT_CLEANUP tag is set to YES (the default) Doxygen will # remove the intermediate dot files that are used to generate # the various graphs. DOT_CLEANUP = YES #--------------------------------------------------------------------------- # Configuration::additions related to the search engine #--------------------------------------------------------------------------- # The SEARCHENGINE tag specifies whether or not a search engine should be # used. If set to NO the values of all tags below this one will be ignored. 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pocketsphinx-5prealpha/doc/doxy2swig.py0000664000175000017500000003777712525147712015510 00000000000000#!/usr/bin/env python """Doxygen XML to SWIG docstring converter. Usage: doxy2swig.py [options] input.xml output.i Converts Doxygen generated XML files into a file containing docstrings that can be used by SWIG-1.3.x. Note that you need to get SWIG version > 1.3.23 or use Robin Dunn's docstring patch to be able to use the resulting output. input.xml is your doxygen generated XML file and output.i is where the output will be written (the file will be clobbered). """ ###################################################################### # # This code is implemented using Mark Pilgrim's code as a guideline: # http://www.faqs.org/docs/diveintopython/kgp_divein.html # # Author: Prabhu Ramachandran # License: BSD style # # Thanks: # Johan Hake: the include_function_definition feature # Bill Spotz: bug reports and testing. # Sebastian Henschel: Misc. enhancements. # ###################################################################### from xml.dom import minidom import re import textwrap import sys import types import os.path import optparse # TODO: do not process unnecessary files TYPEMAP = { 'ps_decoder_t': ('Decoder', 'ps_'), 'ps_lattice_t': ('Lattice', 'ps_lattice_'), 'ps_nbest_t': ('NBest', 'ps_nbest_'), 'ps_seg_t': ('Segment', 'ps_seg_') } USE_PREFIXES = [ 'ps_', ] def my_open_read(source): if hasattr(source, "read"): return source else: return open(source) def my_open_write(dest): if hasattr(dest, "write"): return dest else: return open(dest, 'w') class Doxy2SWIG: """Converts Doxygen generated XML files into a file containing docstrings that can be used by SWIG-1.3.x that have support for feature("docstring"). Once the data is parsed it is stored in self.pieces. """ def __init__(self, src, include_function_definition=True, quiet=False): """Initialize the instance given a source object. `src` can be a file or filename. If you do not want to include function definitions from doxygen then set `include_function_definition` to `False`. This is handy since this allows you to use the swig generated function definition using %feature("autodoc", [0,1]). """ f = my_open_read(src) self.my_dir = os.path.dirname(f.name) self.xmldoc = minidom.parse(f).documentElement f.close() self.pieces = [] self.pieces.append('\n// File: %s\n'%\ os.path.basename(f.name)) self.space_re = re.compile(r'\s+') self.lead_spc = re.compile(r'^(%feature\S+\s+\S+\s*?)"\s+(\S)') self.multi = 0 self.ignores = ['inheritancegraph', 'param', 'listofallmembers', 'innerclass', 'name', 'declname', 'incdepgraph', 'invincdepgraph', 'programlisting', 'type', 'references', 'referencedby', 'location', 'collaborationgraph', 'reimplements', 'reimplementedby', 'derivedcompoundref', 'basecompoundref'] #self.generics = [] self.include_function_definition = include_function_definition if not include_function_definition: self.ignores.append('argsstring') self.quiet = quiet def generate(self): """Parses the file set in the initialization. The resulting data is stored in `self.pieces`. """ self.parse(self.xmldoc) def parse(self, node): """Parse a given node. This function in turn calls the `parse_` functions which handle the respective nodes. """ pm = getattr(self, "parse_%s"%node.__class__.__name__) pm(node) def parse_Document(self, node): self.parse(node.documentElement) def parse_Text(self, node): txt = node.data txt = txt.replace('\\', r'\\\\') txt = txt.replace('"', r'\"') # ignore pure whitespace m = self.space_re.match(txt) if m and len(m.group()) == len(txt): pass else: self.add_text(textwrap.fill(txt, break_long_words=False)) def parse_Element(self, node): """Parse an `ELEMENT_NODE`. This calls specific `do_` handers for different elements. If no handler is available the `generic_parse` method is called. All tagNames specified in `self.ignores` are simply ignored. """ name = node.tagName ignores = self.ignores if name in ignores: return attr = "do_%s" % name if hasattr(self, attr): handlerMethod = getattr(self, attr) handlerMethod(node) else: self.generic_parse(node) #if name not in self.generics: self.generics.append(name) def parse_Comment(self, node): """Parse a `COMMENT_NODE`. This does nothing for now.""" return def add_text(self, value): """Adds text corresponding to `value` into `self.pieces`.""" if isinstance(value, tuple) or isinstance(value, list): self.pieces.extend(value) else: self.pieces.append(value) def get_specific_nodes(self, node, names): """Given a node and a sequence of strings in `names`, return a dictionary containing the names as keys and child `ELEMENT_NODEs`, that have a `tagName` equal to the name. """ nodes = [(x.tagName, x) for x in node.childNodes \ if x.nodeType == x.ELEMENT_NODE and \ x.tagName in names] return dict(nodes) def generic_parse(self, node, pad=0): """A Generic parser for arbitrary tags in a node. Parameters: - node: A node in the DOM. - pad: `int` (default: 0) If 0 the node data is not padded with newlines. If 1 it appends a newline after parsing the childNodes. If 2 it pads before and after the nodes are processed. Defaults to 0. """ npiece = 0 if pad: npiece = len(self.pieces) if pad == 2: self.add_text('\n') for n in node.childNodes: self.parse(n) if pad: if len(self.pieces) > npiece: self.add_text('\n') def space_parse(self, node): self.add_text(' ') self.generic_parse(node) do_ref = space_parse do_emphasis = space_parse do_bold = space_parse do_computeroutput = space_parse do_formula = space_parse def do_compoundname(self, node): self.add_text('\n\n') data = node.firstChild.data self.add_text('%%feature("docstring") %s "\n' % data) def do_compounddef(self, node): kind = node.attributes['kind'].value if kind in ('class', 'struct'): prot = node.attributes['prot'].value if prot != 'public': return names = ('compoundname', 'briefdescription', 'detaileddescription', 'includes') first = self.get_specific_nodes(node, names) for n in names: if first.has_key(n): self.parse(first[n]) self.add_text(['";','\n']) for n in node.childNodes: if n not in first.values(): self.parse(n) elif kind in ('file', 'namespace'): nodes = node.getElementsByTagName('sectiondef') for n in nodes: self.parse(n) def do_includes(self, node): self.add_text('C++ includes: ') self.generic_parse(node, pad=1) def do_parameterlist(self, node): text='unknown' for key, val in node.attributes.items(): if key == 'kind': if val == 'param': text = 'Parameters' elif val == 'exception': text = 'Exceptions' else: text = val break self.add_text(['\n', '\n', text, ':', '\n']) self.generic_parse(node, pad=1) def do_para(self, node): self.add_text('\n') self.generic_parse(node, pad=1) def do_parametername(self, node): self.add_text('\n') try: data=node.firstChild.data except AttributeError: # perhaps a tag in it data=node.firstChild.firstChild.data if data.find('Exception') != -1: self.add_text(data) else: self.add_text("%s: "%data) def do_parameterdefinition(self, node): self.generic_parse(node, pad=1) def do_detaileddescription(self, node): self.generic_parse(node, pad=1) def do_briefdescription(self, node): self.generic_parse(node, pad=1) def do_memberdef(self, node): prot = node.attributes['prot'].value id = node.attributes['id'].value kind = node.attributes['kind'].value tmp = node.parentNode.parentNode.parentNode compdef = tmp.getElementsByTagName('compounddef')[0] cdef_kind = compdef.attributes['kind'].value if prot == 'public': first = self.get_specific_nodes(node, ('definition', 'name')) name = first['name'].firstChild.data for n in node.getElementsByTagName('param'): arg_type = n.getElementsByTagName('type')[0] ref = self.get_specific_nodes(arg_type, ('ref')) if 'ref' in ref: type_name = ref['ref'].firstChild.data # TODO: check argument position if type_name in TYPEMAP: alias, prefix = TYPEMAP[type_name] short_name = name.replace(prefix, '') if not re.match(r'^\d', short_name): name = alias + '::' + name.replace(prefix, '') break if name[:8] == 'operator': # Don't handle operators yet. return if not ('definition' in first) or \ kind in ['variable', 'typedef']: return if self.include_function_definition: defn = first['definition'].firstChild.data else: defn = "" self.add_text('\n') self.add_text('%feature("docstring") ') anc = node.parentNode.parentNode if cdef_kind in ('file', 'namespace'): ns_node = anc.getElementsByTagName('innernamespace') if not ns_node and cdef_kind == 'namespace': ns_node = anc.getElementsByTagName('compoundname') if ns_node: ns = ns_node[0].firstChild.data self.add_text(' %s::%s "\n%s'%(ns, name, defn)) else: self.add_text(' %s "\n%s'%(name, defn)) elif cdef_kind in ('class', 'struct'): # Get the full function name. anc_node = anc.getElementsByTagName('compoundname') cname = anc_node[0].firstChild.data self.add_text(' %s::%s "\n%s'%(cname, name, defn)) for n in node.childNodes: if n not in first.values(): self.parse(n) self.add_text(['";', '\n']) def do_definition(self, node): data = node.firstChild.data self.add_text('%s "\n%s'%(data, data)) def do_sectiondef(self, node): kind = node.attributes['kind'].value if kind in ('public-func', 'func', 'user-defined', ''): self.generic_parse(node) def do_header(self, node): """For a user defined section def a header field is present which should not be printed as such, so we comment it in the output.""" data = node.firstChild.data self.add_text('\n/*\n %s \n*/\n'%data) # If our immediate sibling is a 'description' node then we # should comment that out also and remove it from the parent # node's children. parent = node.parentNode idx = parent.childNodes.index(node) if len(parent.childNodes) >= idx + 2: nd = parent.childNodes[idx+2] if nd.nodeName == 'description': nd = parent.removeChild(nd) self.add_text('\n/*') self.generic_parse(nd) self.add_text('\n*/\n') def do_simplesect(self, node): kind = node.attributes['kind'].value if kind in ('date', 'rcs', 'version'): pass elif kind == 'warning': self.add_text(['\n', 'WARNING: ']) self.generic_parse(node) elif kind == 'see': self.add_text('\n') self.add_text('See: ') self.generic_parse(node) else: self.generic_parse(node) def do_argsstring(self, node): self.generic_parse(node, pad=1) def do_member(self, node): kind = node.attributes['kind'].value refid = node.attributes['refid'].value if kind == 'function' and refid[:9] == 'namespace': self.generic_parse(node) def do_doxygenindex(self, node): self.multi = 1 comps = node.getElementsByTagName('compound') for c in comps: refid = c.attributes['refid'].value fname = refid + '.xml' for prefix in USE_PREFIXES: if fname.startswith(prefix): if not os.path.exists(fname): fname = os.path.join(self.my_dir, fname) if not self.quiet: print ("parsing file: %s" % fname) p = Doxy2SWIG(fname, self.include_function_definition, self.quiet) p.generate() self.pieces.extend(self.clean_pieces(p.pieces)) break def write(self, fname): o = my_open_write(fname) if self.multi: o.write("".join(self.pieces)) else: o.write("".join(self.clean_pieces(self.pieces))) o.close() def clean_pieces(self, pieces): """Cleans the list of strings given as `pieces`. It replaces multiple newlines by a maximum of 2 and returns a new list. It also wraps the paragraphs nicely. """ ret = [] count = 0 for i in pieces: if i == '\n': count = count + 1 else: if i == '";': if count: ret.append('\n') elif count > 2: ret.append('\n\n') elif count: ret.append('\n'*count) count = 0 ret.append(i) _data = "".join(ret) ret = [] for i in _data.split('\n\n'): if i == 'Parameters:' or i == 'Exceptions:': ret.extend([i, '\n-----------', '\n\n']) elif i.find('// File:') > -1: # leave comments alone. ret.extend([i, '\n']) else: _tmp = textwrap.fill(i.strip(), break_long_words=False) _tmp = self.lead_spc.sub(r'\1"\2', _tmp) ret.extend([_tmp, '\n\n']) return ret def convert(input, output, include_function_definition=True, quiet=False): p = Doxy2SWIG(input, include_function_definition, quiet) p.generate() p.write(output) def main(): usage = __doc__ parser = optparse.OptionParser(usage) parser.add_option("-n", '--no-function-definition', action='store_true', default=False, dest='func_def', help='do not include doxygen function definitions') parser.add_option("-q", '--quiet', action='store_true', default=False, dest='quiet', help='be quiet and minimize output') options, args = parser.parse_args() if len(args) != 2: parser.error("error: no input and output specified") convert(args[0], args[1], not options.func_def, options.quiet) if __name__ == '__main__': main() pocketsphinx-5prealpha/doc/pocketsphinx_batch.1.in0000664000175000017500000000265112504317104017514 00000000000000.TH POCKETSPHINX_BATCH 1 "2007-08-27" .SH NAME pocketsphinx_batch \- Run speech recognition in batch mode .SH SYNOPSIS .B pocketsphinx_batch .RI \fB\-hmm\fR \fIhmmdir\fR \fB\-dict\fR \fIdictfile\fR [\fI options \fR]... .SH DESCRIPTION .PP Run speech recognition over a list of utterances in batchmode. A list of arguments follows: .\" ### ARGUMENTS ### .PP The .B \-hmm and .B \-dict arguments are always required. Either .B \-lm or .B \-fsg is required, depending on whether you are using a statistical language model or a finite-state grammar. To do batchmode recognition, you will need to specify a control file, using .B \-ctl This is a simple text file containing one entry per line. Each entry is the name of an input file relative to the .B \-cepdir directory, and without the filename extension (which is given in the .B \-cepext argument). .PP If you are using acoustic feature files as input (see .BR sphinx_fe (1) for information on how to generate these), you can also specify a subpart of a file, using the following format: .PP .RS .B FILENAME START\-FRAME END\-FRAME UTTERANCE-ID .RE .SH AUTHOR Written by numerous people at CMU from 1994 onwards. This manual page by David Huggins-Daines .SH COPYRIGHT Copyright \(co 1994-2007 Carnegie Mellon University. See the file \fICOPYING\fR included with this package for more information. .br .SH "SEE ALSO" .BR pocketsphinx_continuous (1), .BR sphinx_fe (1). .brpocketsphinx-5prealpha/doc/args2man.pl0000775000175000017500000000304312504317104015213 00000000000000#!/usr/bin/env perl use strict; use Pod::Usage; my $program = shift; pod2usage(2) unless defined($program); open ARGTEXT, "$program 2>&1 |" or die "Failed to run $program: $!"; my $inargs = 0; my @args; while () { chomp; if (/^\[NAME/) { $inargs = 1; next; } next unless $inargs; last if /^\s*$/; my ($name, $deflt, $descr) = /^(\S+)\s+(\S+)\s+(.*)$/; push @args, [$name, $deflt, $descr]; } die "No arguments found!" unless @args; while (<>) { if (/\.\\\" ### ARGUMENTS ###/) { foreach (@args) { my ($name, $deflt, $descr) = @$_; $name =~ s/-/\\-/g; $descr =~ s/ (-\S+)/ \\fB\\$1\\fR/g; print <<"EOA"; .TP .B $name $descr EOA } } else { print; } } __END__ =head1 NAME sphinx_args2man - Generate manual pages from the output of Sphinx programs =head1 SYNOPSIS B I E I