From 62b55523c279d8d38e65eadd46a8909e45361007 Mon Sep 17 00:00:00 2001 From: Brian West Date: Tue, 21 Sep 2010 12:35:41 -0500 Subject: [PATCH] Working codec2 support --- bootstrap.sh | 2 +- configure.in | 1 + libs/libcodec2/.update | 0 libs/libcodec2/AUTHORS | 0 libs/libcodec2/COPYING | 502 ++++++++++++ libs/libcodec2/ChangeLog | 0 libs/libcodec2/INSTALL | 236 ++++++ libs/libcodec2/Makefile.am | 98 +++ libs/libcodec2/Makefile.in | 690 +++++++++++++++++ libs/libcodec2/NEWS | 0 libs/libcodec2/README | 0 libs/libcodec2/configure.gnu | 4 + libs/libcodec2/configure.in | 26 + libs/libcodec2/doc/A_m.gif | Bin 0 -> 133 bytes libs/libcodec2/doc/omega_0.gif | Bin 0 -> 552 bytes libs/libcodec2/doc/phi_m.gif | Bin 0 -> 135 bytes libs/libcodec2/doc/s_n.gif | Bin 0 -> 3602 bytes libs/libcodec2/doc/s_n.txt | 1 + libs/libcodec2/octave/glottal.m | 25 + libs/libcodec2/octave/load_raw.m | 8 + libs/libcodec2/octave/lsp_pdf.m | 50 ++ libs/libcodec2/octave/phase.m | 56 ++ libs/libcodec2/octave/phase2.m | 50 ++ libs/libcodec2/octave/pitch_test.m | 39 + libs/libcodec2/octave/pl.m | 42 + libs/libcodec2/octave/pl2.m | 50 ++ libs/libcodec2/octave/plamp.m | 166 ++++ libs/libcodec2/octave/plinterp.m | 11 + libs/libcodec2/octave/plnlp.m | 134 ++++ libs/libcodec2/octave/plphase.m | 198 +++++ libs/libcodec2/octave/plpitch.m | 36 + libs/libcodec2/octave/png.m | 25 + libs/libcodec2/octave/postfilter.m | 24 + libs/libcodec2/octave/pulse.m | 37 + libs/libcodec2/pitch/hts1a.p | 298 +++++++ libs/libcodec2/pitch/hts2a.p | 300 ++++++++ libs/libcodec2/raw/b0067.raw | Bin 0 -> 58482 bytes libs/libcodec2/raw/f2400.raw | Bin 0 -> 27680 bytes libs/libcodec2/raw/forig.raw | Bin 0 -> 25224 bytes libs/libcodec2/raw/forig_g729a.raw | Bin 0 -> 25120 bytes libs/libcodec2/raw/forig_gsm13k.raw | Bin 0 -> 25280 bytes libs/libcodec2/raw/forig_speex_8k.raw | Bin 0 -> 25280 bytes libs/libcodec2/raw/hts.raw | Bin 0 -> 384000 bytes libs/libcodec2/raw/hts1.raw | Bin 0 -> 96000 bytes libs/libcodec2/raw/hts1a.raw | Bin 0 -> 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libs/libcodec2/script/menu.sh | 70 ++ libs/libcodec2/script/playraw.sh | 6 + libs/libcodec2/script/raw2wav.sh | 3 + libs/libcodec2/script/wav2raw.sh | 3 + libs/libcodec2/src/Makefile.am | 53 ++ libs/libcodec2/src/Makefile.in | 690 +++++++++++++++++ libs/libcodec2/src/c2dec.c | 80 ++ libs/libcodec2/src/c2enc.c | 82 ++ libs/libcodec2/src/c2sim.c | 408 ++++++++++ libs/libcodec2/src/codeall.sh | 9 + libs/libcodec2/src/codebook.c | 162 ++++ libs/libcodec2/src/codebook.h | 15 + libs/libcodec2/src/codec2.c | 337 ++++++++ libs/libcodec2/src/codec2.h | 43 ++ libs/libcodec2/src/comp.h | 39 + libs/libcodec2/src/defines.h | 84 ++ libs/libcodec2/src/dump.c | 402 ++++++++++ libs/libcodec2/src/dump.h | 63 ++ libs/libcodec2/src/four1.c | 64 ++ libs/libcodec2/src/four1.h | 18 + libs/libcodec2/src/fq20.sh | 8 + libs/libcodec2/src/globals.c | 50 ++ libs/libcodec2/src/globals.h | 48 ++ libs/libcodec2/src/interp.c | 122 +++ libs/libcodec2/src/interp.h | 34 + libs/libcodec2/src/listen.sh | 9 + libs/libcodec2/src/listen1.sh | 15 + libs/libcodec2/src/listensim.sh | 9 + libs/libcodec2/src/lpc.c | 253 ++++++ libs/libcodec2/src/lpc.h | 42 + libs/libcodec2/src/lsp.c | 323 ++++++++ libs/libcodec2/src/lsp.h | 20 + libs/libcodec2/src/nlp.c | 361 +++++++++ libs/libcodec2/src/nlp.h | 38 + libs/libcodec2/src/pack.c | 104 +++ libs/libcodec2/src/phase.c | 254 ++++++ libs/libcodec2/src/phase.h | 34 + libs/libcodec2/src/postfilter.c | 131 ++++ libs/libcodec2/src/postfilter.h | 34 + libs/libcodec2/src/quantise.c | 868 +++++++++++++++++++++ libs/libcodec2/src/quantise.h | 84 ++ libs/libcodec2/src/sim.sh | 18 + libs/libcodec2/src/sine.c | 530 +++++++++++++ libs/libcodec2/src/sine.h | 40 + libs/libcodec2/unittest/Makefile.am | 41 + libs/libcodec2/unittest/Makefile.in | 735 ++++++++++++++++++ libs/libcodec2/unittest/extract.c | 121 +++ libs/libcodec2/unittest/genlsp.c | 149 ++++ libs/libcodec2/unittest/genres.c | 92 +++ libs/libcodec2/unittest/lsp1.txt | 16 + libs/libcodec2/unittest/lsp10.txt | 5 + libs/libcodec2/unittest/lsp2.txt | 16 + libs/libcodec2/unittest/lsp3.txt | 16 + libs/libcodec2/unittest/lsp4.txt | 16 + libs/libcodec2/unittest/lsp5.txt | 18 + libs/libcodec2/unittest/lsp6.txt | 18 + libs/libcodec2/unittest/lsp7.txt | 18 + libs/libcodec2/unittest/lsp8.txt | 10 + libs/libcodec2/unittest/lsp9.txt | 10 + libs/libcodec2/unittest/lspd123.txt | 1024 +++++++++++++++++++++++++ libs/libcodec2/unittest/lspd456.txt | 1024 +++++++++++++++++++++++++ libs/libcodec2/unittest/lspd78.txt | 64 ++ libs/libcodec2/unittest/lspd910.txt | 64 ++ libs/libcodec2/unittest/lsptest.c | 177 +++++ libs/libcodec2/unittest/sd.c | 84 ++ libs/libcodec2/unittest/tcodec2.c | 215 ++++++ libs/libcodec2/unittest/tcontphase.c | 187 +++++ libs/libcodec2/unittest/tinterp.c | 128 ++++ libs/libcodec2/unittest/tnlp.c | 148 ++++ libs/libcodec2/unittest/tquant.c | 215 ++++++ libs/libcodec2/unittest/vqtrain.c | 297 +++++++ libs/libcodec2/wav/f2400.wav | Bin 0 -> 27726 bytes libs/libcodec2/wav/forig.wav | Bin 0 -> 25268 bytes libs/libcodec2/wav/forig_speex_8k.wav | Bin 0 -> 25324 bytes libs/libcodec2/wav/hts1a.wav | Bin 0 -> 48044 bytes libs/libcodec2/wav/hts1a_c2_v0.1.wav | Bin 0 -> 48044 bytes libs/libcodec2/wav/hts1a_g729a.wav | Bin 0 -> 48044 bytes libs/libcodec2/wav/hts1a_speex_8k.wav | Bin 0 -> 48000 bytes libs/libcodec2/wav/hts2a.wav | Bin 0 -> 48044 bytes libs/libcodec2/wav/hts2a_c2_v0.1.wav | Bin 0 -> 48044 bytes libs/libcodec2/wav/hts2a_g729a.wav | Bin 0 -> 48044 bytes libs/libcodec2/wav/hts2a_speex_8k.wav | Bin 0 -> 47824 bytes libs/libcodec2/wav/m2400.wav | Bin 0 -> 33668 bytes libs/libcodec2/wav/mmt1.wav | Bin 0 -> 64044 bytes libs/libcodec2/wav/mmt1_speex_8k.wav | Bin 0 -> 64044 bytes libs/libcodec2/wav/morig.wav | Bin 0 -> 32100 bytes libs/libcodec2/wav/morig_speex_8k.wav | Bin 0 -> 32100 bytes src/mod/codecs/mod_codec2/Makefile | 4 +- 150 files changed, 14078 insertions(+), 3 deletions(-) create mode 100644 libs/libcodec2/.update create mode 100644 libs/libcodec2/AUTHORS create mode 100644 libs/libcodec2/COPYING create mode 100644 libs/libcodec2/ChangeLog create mode 100644 libs/libcodec2/INSTALL create mode 100644 libs/libcodec2/Makefile.am create mode 100644 libs/libcodec2/Makefile.in create mode 100644 libs/libcodec2/NEWS create mode 100644 libs/libcodec2/README create mode 100644 libs/libcodec2/configure.gnu create mode 100644 libs/libcodec2/configure.in create mode 100644 libs/libcodec2/doc/A_m.gif create mode 100644 libs/libcodec2/doc/omega_0.gif create mode 100644 libs/libcodec2/doc/phi_m.gif create mode 100644 libs/libcodec2/doc/s_n.gif create mode 100644 libs/libcodec2/doc/s_n.txt create mode 100644 libs/libcodec2/octave/glottal.m create mode 100644 libs/libcodec2/octave/load_raw.m create mode 100644 libs/libcodec2/octave/lsp_pdf.m create mode 100644 libs/libcodec2/octave/phase.m create mode 100644 libs/libcodec2/octave/phase2.m create mode 100644 libs/libcodec2/octave/pitch_test.m create mode 100644 libs/libcodec2/octave/pl.m create mode 100644 libs/libcodec2/octave/pl2.m create mode 100644 libs/libcodec2/octave/plamp.m create mode 100644 libs/libcodec2/octave/plinterp.m create mode 100644 libs/libcodec2/octave/plnlp.m create mode 100644 libs/libcodec2/octave/plphase.m create mode 100644 libs/libcodec2/octave/plpitch.m create mode 100644 libs/libcodec2/octave/png.m create mode 100644 libs/libcodec2/octave/postfilter.m create mode 100644 libs/libcodec2/octave/pulse.m create mode 100644 libs/libcodec2/pitch/hts1a.p create mode 100644 libs/libcodec2/pitch/hts2a.p create mode 100644 libs/libcodec2/raw/b0067.raw create mode 100644 libs/libcodec2/raw/f2400.raw create mode 100644 libs/libcodec2/raw/forig.raw create mode 100644 libs/libcodec2/raw/forig_g729a.raw create mode 100644 libs/libcodec2/raw/forig_gsm13k.raw create mode 100644 libs/libcodec2/raw/forig_speex_8k.raw create mode 100644 libs/libcodec2/raw/hts.raw create mode 100644 libs/libcodec2/raw/hts1.raw create mode 100644 libs/libcodec2/raw/hts1a.raw create mode 100644 libs/libcodec2/raw/hts1a_g729a.raw create mode 100644 libs/libcodec2/raw/hts1a_gsm13k.raw create mode 100644 libs/libcodec2/raw/hts1a_speex_8k.raw create mode 100644 libs/libcodec2/raw/hts2.raw create mode 100644 libs/libcodec2/raw/hts2a.raw create mode 100644 libs/libcodec2/raw/hts2a_g729a.raw create mode 100644 libs/libcodec2/raw/hts2a_gsm13k.raw create mode 100644 libs/libcodec2/raw/hts2a_speex_8k.raw create mode 100644 libs/libcodec2/raw/m2400.raw create mode 100644 libs/libcodec2/raw/mmt1.raw create mode 100644 libs/libcodec2/raw/mmt1_g729a.raw create mode 100644 libs/libcodec2/raw/mmt1_gsm13k.raw create mode 100644 libs/libcodec2/raw/mmt1_speex_8k.raw create mode 100644 libs/libcodec2/raw/morig.raw create mode 100644 libs/libcodec2/raw/morig_g729a.raw create mode 100644 libs/libcodec2/raw/morig_gsm13k.raw create mode 100644 libs/libcodec2/raw/morig_speex_8k.raw create mode 100755 libs/libcodec2/script/menu.sh create mode 100755 libs/libcodec2/script/playraw.sh create mode 100755 libs/libcodec2/script/raw2wav.sh create mode 100755 libs/libcodec2/script/wav2raw.sh create mode 100644 libs/libcodec2/src/Makefile.am create mode 100644 libs/libcodec2/src/Makefile.in create mode 100644 libs/libcodec2/src/c2dec.c create mode 100644 libs/libcodec2/src/c2enc.c create mode 100644 libs/libcodec2/src/c2sim.c create mode 100755 libs/libcodec2/src/codeall.sh create mode 100644 libs/libcodec2/src/codebook.c create mode 100644 libs/libcodec2/src/codebook.h create mode 100644 libs/libcodec2/src/codec2.c create mode 100644 libs/libcodec2/src/codec2.h create mode 100644 libs/libcodec2/src/comp.h create mode 100644 libs/libcodec2/src/defines.h create mode 100644 libs/libcodec2/src/dump.c create mode 100644 libs/libcodec2/src/dump.h create mode 100644 libs/libcodec2/src/four1.c create mode 100644 libs/libcodec2/src/four1.h create mode 100755 libs/libcodec2/src/fq20.sh create mode 100644 libs/libcodec2/src/globals.c create mode 100644 libs/libcodec2/src/globals.h create mode 100644 libs/libcodec2/src/interp.c create mode 100644 libs/libcodec2/src/interp.h create mode 100644 libs/libcodec2/src/listen.sh create mode 100755 libs/libcodec2/src/listen1.sh create mode 100755 libs/libcodec2/src/listensim.sh create mode 100644 libs/libcodec2/src/lpc.c create mode 100644 libs/libcodec2/src/lpc.h create mode 100644 libs/libcodec2/src/lsp.c create mode 100644 libs/libcodec2/src/lsp.h create mode 100644 libs/libcodec2/src/nlp.c create mode 100644 libs/libcodec2/src/nlp.h create mode 100644 libs/libcodec2/src/pack.c create mode 100644 libs/libcodec2/src/phase.c create mode 100644 libs/libcodec2/src/phase.h create mode 100644 libs/libcodec2/src/postfilter.c create mode 100644 libs/libcodec2/src/postfilter.h create mode 100644 libs/libcodec2/src/quantise.c create mode 100644 libs/libcodec2/src/quantise.h create mode 100755 libs/libcodec2/src/sim.sh create mode 100644 libs/libcodec2/src/sine.c create mode 100644 libs/libcodec2/src/sine.h create mode 100644 libs/libcodec2/unittest/Makefile.am create mode 100644 libs/libcodec2/unittest/Makefile.in create mode 100644 libs/libcodec2/unittest/extract.c create mode 100644 libs/libcodec2/unittest/genlsp.c create mode 100644 libs/libcodec2/unittest/genres.c create mode 100644 libs/libcodec2/unittest/lsp1.txt create mode 100644 libs/libcodec2/unittest/lsp10.txt create mode 100644 libs/libcodec2/unittest/lsp2.txt create mode 100644 libs/libcodec2/unittest/lsp3.txt create mode 100644 libs/libcodec2/unittest/lsp4.txt create mode 100644 libs/libcodec2/unittest/lsp5.txt create mode 100644 libs/libcodec2/unittest/lsp6.txt create mode 100644 libs/libcodec2/unittest/lsp7.txt create mode 100644 libs/libcodec2/unittest/lsp8.txt create mode 100644 libs/libcodec2/unittest/lsp9.txt create mode 100644 libs/libcodec2/unittest/lspd123.txt create mode 100644 libs/libcodec2/unittest/lspd456.txt create mode 100644 libs/libcodec2/unittest/lspd78.txt create mode 100644 libs/libcodec2/unittest/lspd910.txt create mode 100644 libs/libcodec2/unittest/lsptest.c create mode 100644 libs/libcodec2/unittest/sd.c create mode 100644 libs/libcodec2/unittest/tcodec2.c create mode 100644 libs/libcodec2/unittest/tcontphase.c create mode 100644 libs/libcodec2/unittest/tinterp.c create mode 100644 libs/libcodec2/unittest/tnlp.c create mode 100644 libs/libcodec2/unittest/tquant.c create mode 100644 libs/libcodec2/unittest/vqtrain.c create mode 100644 libs/libcodec2/wav/f2400.wav create mode 100644 libs/libcodec2/wav/forig.wav create mode 100644 libs/libcodec2/wav/forig_speex_8k.wav create mode 100644 libs/libcodec2/wav/hts1a.wav create mode 100644 libs/libcodec2/wav/hts1a_c2_v0.1.wav create mode 100644 libs/libcodec2/wav/hts1a_g729a.wav create mode 100644 libs/libcodec2/wav/hts1a_speex_8k.wav create mode 100644 libs/libcodec2/wav/hts2a.wav create mode 100644 libs/libcodec2/wav/hts2a_c2_v0.1.wav create mode 100644 libs/libcodec2/wav/hts2a_g729a.wav create mode 100644 libs/libcodec2/wav/hts2a_speex_8k.wav create mode 100644 libs/libcodec2/wav/m2400.wav create mode 100644 libs/libcodec2/wav/mmt1.wav create mode 100644 libs/libcodec2/wav/mmt1_speex_8k.wav create mode 100644 libs/libcodec2/wav/morig.wav create mode 100644 libs/libcodec2/wav/morig_speex_8k.wav diff --git a/bootstrap.sh b/bootstrap.sh index 0ea5cd43d4..4e65c5ca15 100755 --- a/bootstrap.sh +++ b/bootstrap.sh @@ -16,7 +16,7 @@ done BASEDIR=`pwd`; LIBDIR=${BASEDIR}/libs; SUBDIRS="ilbc curl iksemel js js/nsprpub libdingaling libedit libsndfile pcre sofia-sip \ - speex sqlite srtp openzap freetdm spandsp libg722_1 portaudio unimrcp tiff-3.8.2 broadvoice silk"; + speex sqlite srtp openzap freetdm spandsp libg722_1 portaudio unimrcp tiff-3.8.2 broadvoice silk libcodec2"; if [ ! -f modules.conf ]; then cp build/modules.conf.in modules.conf diff --git a/configure.in b/configure.in index e8b462f54a..f2aa0ba73e 100644 --- a/configure.in +++ b/configure.in @@ -998,6 +998,7 @@ AC_CONFIG_SUBDIRS([libs/spandsp]) AC_CONFIG_SUBDIRS([libs/broadvoice]) AC_CONFIG_SUBDIRS([libs/libg722_1]) AC_CONFIG_SUBDIRS([libs/silk]) +AC_CONFIG_SUBDIRS([libs/libcodec2]) case $host in *-openbsd*) diff --git a/libs/libcodec2/.update b/libs/libcodec2/.update new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/libcodec2/AUTHORS b/libs/libcodec2/AUTHORS new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/libcodec2/COPYING b/libs/libcodec2/COPYING new file mode 100644 index 0000000000..4362b49151 --- /dev/null +++ b/libs/libcodec2/COPYING @@ -0,0 +1,502 @@ + GNU LESSER GENERAL PUBLIC LICENSE + Version 2.1, February 1999 + + Copyright (C) 1991, 1999 Free Software Foundation, Inc. + 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + +[This is the first released version of the Lesser GPL. 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To + suppress all normal output, redirect it to `/dev/null' (any error + messages will still be shown). + +`--srcdir=DIR' + Look for the package's source code in directory DIR. Usually + `configure' can determine that directory automatically. + +`configure' also accepts some other, not widely useful, options. Run +`configure --help' for more details. + diff --git a/libs/libcodec2/Makefile.am b/libs/libcodec2/Makefile.am new file mode 100644 index 0000000000..a1820f9162 --- /dev/null +++ b/libs/libcodec2/Makefile.am @@ -0,0 +1,98 @@ +AM_CFLAGS = -Isrc -Wall -lm +AUTOMAKE_OPTS = gnu +NAME = libcodec2 +AM_CPPFLAGS = $(AM_CFLAGS) + +EXTRA_DIST = pitch/hts1a.p \ +pitch/hts2a.p \ +octave/glottal.m \ +octave/lsp_pdf.m \ +octave/phase.m \ +octave/pl2.m \ +octave/plinterp.m \ +octave/plnlp.m \ +octave/plpitch.m \ +octave/postfilter.m \ +octave/load_raw.m \ +octave/phase2.m \ +octave/pitch_test.m \ +octave/plamp.m \ +octave/pl.m \ +octave/plphase.m \ +octave/png.m \ +octave/pulse.m \ +raw/b0067.raw \ +raw/forig_speex_8k.raw \ +raw/hts1.raw \ +raw/hts2.raw \ +raw/mmt1.raw \ +raw/morig_speex_8k.raw \ +raw/f2400.raw \ +raw/hts1a_g729a.raw \ +raw/hts2a_g729a.raw \ +raw/hts.raw \ +raw/mmt1_speex_8k.raw \ +raw/forig_g729a.raw \ +raw/hts1a_gsm13k.raw \ +raw/hts2a_gsm13k.raw \ +raw/m2400.raw \ +raw/morig_g729a.raw \ +raw/forig_gsm13k.raw \ +raw/hts1a.raw \ +raw/hts2a.raw \ +raw/mmt1_g729a.raw \ +raw/morig_gsm13k.raw \ +raw/forig.raw \ +raw/hts1a_speex_8k.raw \ +raw/hts2a_speex_8k.raw \ +raw/mmt1_gsm13k.raw \ +raw/morig.raw \ +script/menu.sh \ +script/playraw.sh \ +script/raw2wav.sh \ +script/wav2raw.sh \ +wav/f2400.wav \ +wav/hts1a_c2_v0.1.wav \ +wav/hts1a.wav \ +wav/hts2a_speex_8k.wav \ +wav/mmt1_speex_8k.wav \ +wav/morig.wav \ +wav/forig_speex_8k.wav \ +wav/hts1a_g729a.wav \ +wav/hts2a_c2_v0.1.wav \ +wav/hts2a.wav \ +wav/mmt1.wav \ +wav/forig.wav \ +wav/hts1a_speex_8k.wav \ +wav/hts2a_g729a.wav \ +wav/m2400.wav \ +wav/morig_speex_8k.wav \ +src/globals.c \ +doc/A_m.gif \ +doc/omega_0.gif \ +doc/phi_m.gif \ +doc/s_n.gif \ +doc/s_n.txt \ +unittest/lsp2.txt \ +unittest/lsp7.txt \ +unittest/lspd78.txt \ +unittest/lsp3.txt \ +unittest/lsp8.txt \ +unittest/lspd910.txt \ +unittest/lsp4.txt \ +unittest/lsp9.txt \ +unittest/lsp10.txt \ +unittest/lsp5.txt \ +unittest/lspd123.txt \ +unittest/lsp1.txt \ +unittest/lsp6.txt \ +unittest/lspd456.txt \ +src/codeall.sh \ +src/fq20.sh \ +src/listen1.sh \ +src/listen.sh \ +src/listensim.sh \ +src/sim.sh + + +SUBDIRS = src unittest diff --git a/libs/libcodec2/Makefile.in b/libs/libcodec2/Makefile.in new file mode 100644 index 0000000000..d06623cd4b --- /dev/null +++ b/libs/libcodec2/Makefile.in @@ -0,0 +1,690 @@ +# Makefile.in generated by automake 1.9.6 from Makefile.am. +# @configure_input@ + +# Copyright (C) 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, +# 2003, 2004, 2005 Free Software Foundation, Inc. +# This Makefile.in is free software; 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-0,0 +1,25 @@ +% glottal.m +% David Rowe 12 Sep 2009 +% Matlab script to generate the phase spectra of a glottal pulse + +% lpc10 pulse from spandsp. When the file glottal.c was used as a part of the +% excitation phase component in phase.c, phase_synth_zero_order(), no difference +% in speech quality was apparent. So left out of code for now. + +sh=12 +kexc = [ 8, -16, 26, -48, 86, -162, 294, -502, 718, -728, 184 672, -610, -672, 184, 728, 718, 502, 294, 162, 86, 48, 26, 16, 8]; +kexc = shift(kexc,sh); +kexc = [kexc(1:sh) zeros(1,512-25) kexc(sh+1:25)]; +figure(1) +plot(kexc) +figure(2) +G = fft(kexc); +plot((1:256)*(4000/256),unwrap(angle(G(1:256)))) + +f=fopen("glottal.c","wt"); +fprintf(f,"float glottal[]={\n"); +for m=1:255 + fprintf(f," %f,\n",angle(G(m))); +endfor +fprintf(f," %f};\n",angle(G(256))); +fclose(f); diff --git a/libs/libcodec2/octave/load_raw.m b/libs/libcodec2/octave/load_raw.m new file mode 100644 index 0000000000..1f7868d42c --- /dev/null +++ b/libs/libcodec2/octave/load_raw.m @@ -0,0 +1,8 @@ +% load_raw.m +% David Rowe 7 Oct 2009 + +function s = load_raw(fn) + fs=fopen(fn,"rb"); + s = fread(fs,Inf,"short"); + plot(s) +endfunction diff --git a/libs/libcodec2/octave/lsp_pdf.m b/libs/libcodec2/octave/lsp_pdf.m new file mode 100644 index 0000000000..6617066e3d --- /dev/null +++ b/libs/libcodec2/octave/lsp_pdf.m @@ -0,0 +1,50 @@ +% lsp_pdf.m +% David Rowe 2 Oct 2009 +% Plots histograms (PDF estimates) of LSP training data + +function lsp_pdf(lsp) + [r,c] = size(lsp); + + % LSPs + + figure(3); + clf; + [x,y] = hist(lsp(:,1),100); + plot(y*4000/pi,x,";1;"); + hold on; + for i=2:c + [x,y] = hist(lsp(:,i),100); + legend = sprintf(";%d;",i); + plot(y*4000/pi,x,legend); + endfor + hold off; + grid; + + % LSP differences + + figure(4); + clf; + subplot(211) + [x,y] = hist(lsp(:,1),100); + plot(y,x,";1;"); + hold on; + for i=2:5 + [x,y] = hist(lsp(:,i) - lsp(:,i-1),100); + legend = sprintf(";%d;",i); + plot(y,x,legend); + endfor + hold off; + grid; + + subplot(212) + [x,y] = hist(lsp(:,6)-lsp(:,5),100); + plot(y,x,";6;"); + hold on; + for i=7:c + [x,y] = hist(lsp(:,i) - lsp(:,i-1),100); + legend = sprintf(";%d;",i); + plot(y,x,legend); + endfor + hold off; + grid; +endfunction diff --git a/libs/libcodec2/octave/phase.m b/libs/libcodec2/octave/phase.m new file mode 100644 index 0000000000..f973590345 --- /dev/null +++ b/libs/libcodec2/octave/phase.m @@ -0,0 +1,56 @@ +% phase.m +% David Rowe August 2009 +% experiments with phase for sinusoidal codecs + +function phase(samname, F0, png) + Wo=2*pi*F0/8000; + P=2*pi/Wo; + L = floor(pi/Wo); + Nsam = 16000; + N = 80; + F = Nsam/N; + A = 10000/L; + phi = zeros(1,L); + s = zeros(1,Nsam); + + for m=floor(L/2):L + phi_off(m) = -m*Wo*8; + end + + for f=1:F + phi(1) = phi(1) + Wo*N; + phi(1) = mod(phi(1),2*pi); + + for m=1:L + phi(m) = m*phi(1); + end + + x = zeros(1,N); + for m=1:L + x = x + A*cos(m*Wo*(0:(N-1)) + phi(m)); + endfor + s((f-1)*N+1:f*N) = x; + endfor + + figure(1); + clf; + plot(s(1:250)); + + fs=fopen(samname,"wb"); + fwrite(fs,s,"short"); + fclose(fs); + + if (nargin == 3) + % small image to fit blog + + __gnuplot_set__ terminal png size 450,300 + ss = sprintf("__gnuplot_set__ output \"%s.png\"", samname); + eval(ss) + replot; + + % for some reason I need this to stop large plot getting wiped + __gnuplot_set__ output "/dev/null" + endif + +endfunction + diff --git a/libs/libcodec2/octave/phase2.m b/libs/libcodec2/octave/phase2.m new file mode 100644 index 0000000000..ea58dcbe11 --- /dev/null +++ b/libs/libcodec2/octave/phase2.m @@ -0,0 +1,50 @@ +% phase2.m +% David Rowe Sep 2009 +% experiments with phase for sinusoidal codecs, looking at phase +% of excitation with real Am samples from hts1 + +function phase2(samname, png) + N = 16000; + + f=45; + model = load("../src/hts1a_model.txt"); + phase = load("../src/hts1a_phase_phase.txt"); + Wo = model(f,1); + P=2*pi/Wo; + L = model(f,2); + A = model(f,3:(L+2)); + phi = phase(f,1:L); + phi = zeros(1,L); + for m=L/2:L + phi(m) = 2*pi*rand(1,1); + end + + s = zeros(1,N); + + for m=1:L + s_m = A(m)*cos(m*Wo*(0:(N-1)) + phi(m)); + s = s + s_m; + endfor + + figure(1); + clf; + plot(s(1:250)); + + fs=fopen(samname,"wb"); + fwrite(fs,s,"short"); + fclose(fs); + + if (nargin == 2) + % small image to fit blog + + __gnuplot_set__ terminal png size 450,300 + ss = sprintf("__gnuplot_set__ output \"%s.png\"", samname); + eval(ss) + replot; + + % for some reason I need this to stop large plot getting wiped + __gnuplot_set__ output "/dev/null" + endif + +endfunction + diff --git a/libs/libcodec2/octave/pitch_test.m b/libs/libcodec2/octave/pitch_test.m new file mode 100644 index 0000000000..3fe0d1ad66 --- /dev/null +++ b/libs/libcodec2/octave/pitch_test.m @@ -0,0 +1,39 @@ +% pitch_test.m +% David Rowe Sep 2009 +% Constructs a sequence to test the pitch estimator + +function pitch_test(samname) + M=320; + F=200; + + fs=fopen(samname,"wb"); + + f0 = 100; + for f=1:200 + Wo=2*pi*f0/8000; + P=2*pi/Wo; + L = floor(pi/Wo); + A = 10000/L; + phi = zeros(1,L); + s = zeros(1,M); + + for m=1:L + s = s + A*cos(m*Wo*(0:(M-1)) + phi(m)); + endfor + + figure(1); + clf; + plot(s); + + fwrite(fs,s,"short"); + + f0 = f0 + 5; + if (f0 > 400) + f0 = 100; + endif + endfor + + fclose(fs); + +endfunction + diff --git a/libs/libcodec2/octave/pl.m b/libs/libcodec2/octave/pl.m new file mode 100644 index 0000000000..49968961d4 --- /dev/null +++ b/libs/libcodec2/octave/pl.m @@ -0,0 +1,42 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 + +function pl(samname1, start_sam, end_sam, pngname) + + fs=fopen(samname1,"rb"); + s=fread(fs,Inf,"short"); + + st = 1; + en = length(s); + if (nargin >= 2) + st = start_sam; + endif + if (nargin >= 3) + en = end_sam; + endif + + figure(1); + clf; + plot(s(st:en)); + axis([1 en-st min(s) max(s)]); + + if (nargin == 4) + + % small image + + __gnuplot_set__ terminal png size 420,300 + ss = sprintf("__gnuplot_set__ output \"%s.png\"", pngname); + eval(ss) + replot; + + % larger image + + __gnuplot_set__ terminal png size 800,600 + ss = sprintf("__gnuplot_set__ output \"%s_large.png\"", pngname); + eval(ss) + replot; + + endif + +endfunction diff --git a/libs/libcodec2/octave/pl2.m b/libs/libcodec2/octave/pl2.m new file mode 100644 index 0000000000..6e6d37aab8 --- /dev/null +++ b/libs/libcodec2/octave/pl2.m @@ -0,0 +1,50 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 + +function pl2(samname1, samname2, start_sam, end_sam, pngname) + + fs1=fopen(samname1,"rb"); + s1=fread(fs1,Inf,"short"); + fs2=fopen(samname2,"rb"); + s2=fread(fs2,Inf,"short"); + + st = 1; + en = length(s1); + if (nargin >= 3) + st = start_sam; + endif + if (nargin >= 4) + en = end_sam; + endif + + figure(1); + clf; + subplot(211); + l1 = strcat("r;",samname1,";"); + plot(s1(st:en), l1); + axis([1 en-st min(s1(st:en)) max(s1(st:en))]); + subplot(212); + l2 = strcat("r;",samname2,";"); + plot(s2(st:en),l2); + axis([1 en-st min(s1(st:en)) max(s1(st:en))]); + + if (nargin == 5) + + % small image + + __gnuplot_set__ terminal png size 420,300 + s = sprintf("__gnuplot_set__ output \"%s.png\"", pngname); + eval(s) + replot; + + % larger image + + __gnuplot_set__ terminal png size 800,600 + s = sprintf("__gnuplot_set__ output \"%s_large.png\"", pngname); + eval(s) + replot; + + endif + +endfunction diff --git a/libs/libcodec2/octave/plamp.m b/libs/libcodec2/octave/plamp.m new file mode 100644 index 0000000000..892830f032 --- /dev/null +++ b/libs/libcodec2/octave/plamp.m @@ -0,0 +1,166 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 +% +% Plot ampltiude modelling information from dump files. + +function plamp(samname, f) + + sn_name = strcat(samname,"_sn.txt"); + Sn = load(sn_name); + + sw_name = strcat(samname,"_sw.txt"); + Sw = load(sw_name); + + sw__name = strcat(samname,"_sw_.txt"); + if (file_in_path(".",sw__name)) + Sw_ = load(sw__name); + endif + + model_name = strcat(samname,"_model.txt"); + model = load(model_name); + + modelq_name = strcat(samname,"_qmodel.txt"); + if (file_in_path(".",modelq_name)) + modelq = load(modelq_name); + endif + + pw_name = strcat(samname,"_pw.txt"); + if (file_in_path(".",pw_name)) + Pw = load(pw_name); + endif + + lsp_name = strcat(samname,"_lsp.txt"); + if (file_in_path(".",lsp_name)) + lsp = load(lsp_name); + endif + + phase_name = strcat(samname,"_phase.txt"); + if (file_in_path(".",phase_name)) + phase = load(phase_name); + endif + + phase_name_ = strcat(samname,"_phase_.txt"); + if (file_in_path(".",phase_name_)) + phase_ = load(phase_name_); + endif + + snr_name = strcat(samname,"_snr.txt"); + if (file_in_path(".",snr_name)) + snr = load(snr_name); + endif + + k = ' '; + do + figure(1); + clf; +% s = [ Sn(2*(f-2)-1,:) Sn(2*(f-2),:) ]; + s = [ Sn(2*f-1,:) Sn(2*f,:) ]; + plot(s); + axis([1 length(s) -20000 20000]); + + figure(2); + Wo = model(f,1); + L = model(f,2); + Am = model(f,3:(L+2)); + plot((1:L)*Wo*4000/pi, 20*log10(Am),";Am;r"); + axis([1 4000 -10 80]); + hold on; +% plot((0:255)*4000/256, Sw(f-2,:),";Sw;"); + plot((0:255)*4000/256, Sw(f,:),";Sw;"); + + if (file_in_path(".",modelq_name)) + Amq = modelq(f,3:(L+2)); + plot((1:L)*Wo*4000/pi, 20*log10(Amq),";Amq;g" ); + if (file_in_path(".",pw_name)) + plot((0:255)*4000/256, 10*log10(Pw(f,:)),";Pw;c"); + endif + signal = Am * Am'; + noise = (Am-Amq) * (Am-Amq)'; + snr1 = 10*log10(signal/noise); + Am_err_label = sprintf(";Am error SNR %4.2f dB;m",snr1); + plot((1:L)*Wo*4000/pi, 20*log10(Amq) - 20*log10(Am), Am_err_label); + endif + + if (file_in_path(".",snr_name)) + snr_label = sprintf(";phase SNR %4.2f dB;",snr(f)); + plot(1,1,snr_label); + endif + + % phase model - determine SNR and error spectrum for phase model 1 + + if (file_in_path(".",phase_name_)) + orig = Am.*exp(j*phase(f,1:L)); + synth = Am.*exp(j*phase_(f,1:L)); + signal = orig * orig'; + noise = (orig-synth) * (orig-synth)'; + snr_phase = 10*log10(signal/noise); + + phase_err_label = sprintf(";phase_err SNR %4.2f dB;",snr_phase); + plot((1:L)*Wo*4000/pi, 20*log10(orig-synth), phase_err_label); + endif + + if (file_in_path(".",lsp_name)) + for l=1:10 + plot([lsp(f,l)*4000/pi lsp(f,l)*4000/pi], [60 80], 'r'); + endfor + endif + + hold off; + + if (file_in_path(".",phase_name)) + figure(3); + plot((1:L)*Wo*4000/pi, phase(f,1:L), ";phase;"); + axis; + if (file_in_path(".",phase_name_)) + hold on; + plot((1:L)*Wo*4000/pi, phase_(f,1:L), ";phase_;"); + hold off; + endif + figure(2); + endif + + % autocorrelation function to research voicing est + + %M = length(s); + %sw = s .* hanning(M)'; + %for k=0:159 + % R(k+1) = sw(1:320-k) * sw(1+k:320)'; + %endfor + %figure(4); + %R_label = sprintf(";R(k) %3.2f;",max(R(20:159))/R(1)); + %plot(R/R(1),R_label); + %grid + + % interactive menu + + printf("\rframe: %d menu: n-next b-back p-png q-quit ", f); + fflush(stdout); + k = kbhit(); + if (k == 'n') + f = f + 1; + endif + if (k == 'b') + f = f - 1; + endif + + % optional print to PNG + + if (k == 'p') + figure(1); + pngname = sprintf("%s_%d_sn.png",samname,f); + print(pngname, '-dpng', "-S500,500") + pngname = sprintf("%s_%d_sn_large.png",samname,f); + print(pngname, '-dpng', "-S800,600") + + figure(2); + pngname = sprintf("%s_%d_sw.png",samname,f); + print(pngname, '-dpng', "-S500,500") + pngname = sprintf("%s_%d_sw_large.png",samname,f); + print(pngname, '-dpng', "-S800,600") + endif + + until (k == 'q') + printf("\n"); + +endfunction diff --git a/libs/libcodec2/octave/plinterp.m b/libs/libcodec2/octave/plinterp.m new file mode 100644 index 0000000000..794a0853b2 --- /dev/null +++ b/libs/libcodec2/octave/plinterp.m @@ -0,0 +1,11 @@ +load ../unittest/tinterp_prev.txt; +load ../unittest/tinterp_interp.txt; +load ../unittest/tinterp_next.txt; + +clf; +plot(tinterp_prev(:,1), 20.0*log10(tinterp_prev(:,2)),";prev;") +hold on; +plot(tinterp_interp(:,1), 20.0*log10(tinterp_interp(:,2)),'g+-;interp;') +plot(tinterp_next(:,1), 20.0*log10(tinterp_next(:,2)),'ro-;next;') +hold off; +axis([0 pi 0 80]) diff --git a/libs/libcodec2/octave/plnlp.m b/libs/libcodec2/octave/plnlp.m new file mode 100644 index 0000000000..01b493113b --- /dev/null +++ b/libs/libcodec2/octave/plnlp.m @@ -0,0 +1,134 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 +% +% Plot NLP states from dump files. + +function plnlp(samname, f) + + sn_name = strcat(samname,"_sn.txt"); + Sn = load(sn_name); + + sw_name = strcat(samname,"_sw.txt"); + Sw = load(sw_name); + + fw_name = strcat(samname,"_fw.txt"); + if (file_in_path(".",fw_name)) + fw = load(fw_name); + endif + + e_name = strcat(samname,"_e.txt"); + if (file_in_path(".",e_name)) + e = load(e_name); + endif + + p_name = strcat(samname,".p"); + if (file_in_path(".",p_name)) + p = load(p_name); + endif + + sq_name = strcat(samname,"_sq.txt"); + if (file_in_path(".",sq_name)) + sq = load(sq_name); + endif + + dec_name = strcat(samname,"_dec.txt"); + if (file_in_path(".",dec_name)) + dec = load(dec_name); + endif + + do + figure(1); + clf; + s = [ Sn(2*f-1,:) Sn(2*f,:) ]; + plot(s, ";Sn;"); + grid + axis([1 length(s) -20000 20000]); + + figure(2); + plot((0:255)*4000/256, Sw(f,:),";Sw;"); + grid + axis([1 4000 -10 80]); + hold on; + + f0 = 8000/p(f); + Wo = 2*pi/p(f); + L = floor(pi/Wo); + f0_label = sprintf("b;P=%3.1f F0=%3.0f;",p(f),f0); + for m=1:L-1 + plot([ m*Wo*4000/pi m*Wo*4000/pi], [10 60], 'b'); + endfor + plot([ L*Wo*4000/pi L*Wo*4000/pi], [10 60], f0_label); + + hold off; + + if (file_in_path(".",fw_name)) + figure(3); + if (file_in_path(".",e_name)) + subplot(211); + endif + plot((0:255)*800/256, fw(f,:)/max(fw(f,:)), ";Fw;"); + axis([1 400 0 1]); + if (file_in_path(".",e_name)) + subplot(212); + e_concat = [ e(2*f-1,:) e(2*f,:) ]; + plot(e_concat(1:400)/max(e_concat(1:400)), "+;MBE E(f);"); + axis([1 400 0 1]); + endif + endif + + if (file_in_path(".",sq_name)) + figure(4); + sq_concat = [ sq(2*f-1,:) sq(2*f,:) ]; + axis + plot(sq_concat, ";sq;"); + endif + + if (file_in_path(".",dec_name)) + figure(5); + plot(dec(f,:), ";dec;"); + endif + + figure(2); + + % interactive menu + + printf("\rframe: %d menu: n-next b-back p-png q-quit ", f); + fflush(stdout); + k = kbhit(); + if (k == 'n') + f = f + 1; + endif + if (k == 'b') + f = f - 1; + endif + + % optional print to PNG + + if (k == 'p') + + pngname = sprintf("%s_%d",samname,f); + + % small image + + __gnuplot_set__ terminal png size 420,300 + ss = sprintf("__gnuplot_set__ output \"%s.png\"", pngname); + eval(ss) + replot; + + % larger image + + __gnuplot_set__ terminal png size 800,600 + ss = sprintf("__gnuplot_set__ output \"%s_large.png\"", pngname); + eval(ss) + replot; + + % for some reason I need this to stop large plot getting wiped + __gnuplot_set__ output "/dev/null" + + endif + + until (k == 'q') + printf("\n"); + +endfunction diff --git a/libs/libcodec2/octave/plphase.m b/libs/libcodec2/octave/plphase.m new file mode 100644 index 0000000000..9e61185676 --- /dev/null +++ b/libs/libcodec2/octave/plphase.m @@ -0,0 +1,198 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 +% +% Plot phase modelling information from dump files. + +function plphase(samname, f) + + sn_name = strcat(samname,"_sn.txt"); + Sn = load(sn_name); + + sw_name = strcat(samname,"_sw.txt"); + Sw = load(sw_name); + + model_name = strcat(samname,"_model.txt"); + model = load(model_name); + + sw__name = strcat(samname,"_sw_.txt"); + if (file_in_path(".",sw__name)) + Sw_ = load(sw__name); + endif + + pw_name = strcat(samname,"_pw.txt"); + if (file_in_path(".",pw_name)) + Pw = load(pw_name); + endif + + ak_name = strcat(samname,"_ak.txt"); + if (file_in_path(".",ak_name)) + ak = load(ak_name); + endif + + phase_name = strcat(samname,"_phase.txt"); + if (file_in_path(".",phase_name)) + phase = load(phase_name); + endif + + phase_name_ = strcat(samname,"_phase_.txt"); + if (file_in_path(".",phase_name_)) + phase_ = load(phase_name_); + endif + + snr_name = strcat(samname,"_snr.txt"); + if (file_in_path(".",snr_name)) + snr = load(snr_name); + endif + + sn_name_ = strcat(samname,".raw"); + if (file_in_path(".",sn_name_)) + fs_ = fopen(sn_name_,"rb"); + sn_ = fread(fs_,Inf,"short"); + endif + + k = ' '; + do + figure(1); + clf; + s = [ Sn(2*f-1,:) Sn(2*f,:) ]; + plot(s); + grid; + axis([1 length(s) -20000 20000]); + if (k == 'p') + pngname = sprintf("%s_%d_sn",samname,f); + png(pngname); + endif + + figure(2); + Wo = model(f,1); + L = model(f,2); + Am = model(f,3:(L+2)); + plot((1:L)*Wo*4000/pi, 20*log10(Am),"r;Am;"); + axis([1 4000 -10 80]); + hold on; + plot((0:255)*4000/256, Sw(f,:),";Sw;"); + grid; + + if (file_in_path(".",sw__name)) + plot((0:255)*4000/256, Sw_(f,:),"g;Sw_;"); + endif + + if (file_in_path(".",pw_name)) + plot((0:255)*4000/256, 10*log10(Pw(f,:)),";Pw;"); + endif + + if (file_in_path(".",snr_name)) + snr_label = sprintf(";phase SNR %4.2f dB;",snr(f)); + plot(1,1,snr_label); + endif + + % phase model - determine SNR and error spectrum for phase model 1 + + if (file_in_path(".",phase_name_)) + orig = Am.*exp(j*phase(f,1:L)); + synth = Am.*exp(j*phase_(f,1:L)); + signal = orig * orig'; + noise = (orig-synth) * (orig-synth)'; + snr_phase = 10*log10(signal/noise); + + phase_err_label = sprintf("g;phase_err SNR %4.2f dB;",snr_phase); + plot((1:L)*Wo*4000/pi, 20*log10(orig-synth), phase_err_label); + endif + + hold off; + if (k == 'p') + pngname = sprintf("%s_%d_sw",samname,f); + png(pngname); + endif + + if (file_in_path(".",phase_name)) + figure(3); + plot((1:L)*Wo*4000/pi, phase(f,1:L)*180/pi, "-o;phase;"); + axis; + if (file_in_path(".", phase_name_)) + hold on; + plot((1:L)*Wo*4000/pi, phase_(f,1:L)*180/pi, "g;phase_;"); + grid + hold off; + endif + if (k == 'p') + pngname = sprintf("%s_%d_phase",samname,f); + png(pngname); + endif + endif + + % synthesised speech + + if (file_in_path(".",sn_name_)) + figure(4); + s_ = sn_((f-3)*80+1:(f+1)*80); + plot(s_); + axis([1 length(s_) -20000 20000]); + if (k == 'p') + pngname = sprintf("%s_%d_sn_",samname,f) + png(pngname); + endif + endif + + if (file_in_path(".",ak_name)) + figure(5); + axis; + akw = ak(f,:); + weight = 1.0 .^ (0:length(akw)-1); + akw = akw .* weight; + H = 1./fft(akw,8000); + subplot(211); + plot(20*log10(abs(H(1:4000))),";LPC mag spec;"); + grid; + subplot(212); + plot(angle(H(1:4000))*180/pi,";LPC phase spec;"); + grid; + if (k == 'p') + % stops multimode errors from gnuplot, I know not why... + figure(2); + figure(5); + + pngname = sprintf("%s_%d_lpc",samname,f); + png(pngname); + endif + endif + + + % autocorrelation function to research voicing est + + %M = length(s); + %sw = s .* hanning(M)'; + %for k=0:159 + % R(k+1) = sw(1:320-k) * sw(1+k:320)'; + %endfor + %figure(4); + %R_label = sprintf(";R(k) %3.2f;",max(R(20:159))/R(1)); + %plot(R/R(1),R_label); + %grid + + figure(2); + + % interactive menu + + printf("\rframe: %d menu: n-next b-back p-png q-quit ", f); + fflush(stdout); + k = kbhit(); + if (k == 'n') + f = f + 1; + endif + if (k == 'b') + f = f - 1; + endif + + % optional print to PNG + + if (k == 'p') + pngname = sprintf("%s_%d",samname,f); + png(pngname); + endif + + until (k == 'q') + printf("\n"); + +endfunction diff --git a/libs/libcodec2/octave/plpitch.m b/libs/libcodec2/octave/plpitch.m new file mode 100644 index 0000000000..69ad533890 --- /dev/null +++ b/libs/libcodec2/octave/plpitch.m @@ -0,0 +1,36 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 +% +% plpitch.m +% Plots two pitch tracks on top of each other, used for comparing pitch +% estimators + +function plpitch(pitch1_name, pitch2_name, start_fr, end_fr) + + pitch1 = load(pitch1_name); + pitch2 = load(pitch2_name); + + st = 1; + en = length(pitch1); + if (nargin >= 3) + st = start_fr; + endif + if (nargin >= 4) + en = end_fr; + endif + + figure(1); + clf; + l1 = strcat("r;",pitch1_name,";") + l1 + st + en + plot(pitch1(st:en), l1); + axis([1 en-st 20 160]); + l2 = strcat("g;",pitch2_name,";"); + hold on; + plot(pitch2(st:en),l2); + hold off; +endfunction + diff --git a/libs/libcodec2/octave/png.m b/libs/libcodec2/octave/png.m new file mode 100644 index 0000000000..09a79968c6 --- /dev/null +++ b/libs/libcodec2/octave/png.m @@ -0,0 +1,25 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 +% +% Replot current plot as a png, generates small and large versions + +function png(pngname) + % small image + + __gnuplot_set__ terminal png size 420,300 + ss = sprintf("__gnuplot_set__ output \"%s.png\"", pngname); + eval(ss) + replot; + + % larger image + + __gnuplot_set__ terminal png size 800,600 + ss = sprintf("__gnuplot_set__ output \"%s_large.png\"", pngname); + eval(ss) + replot; + + % for some reason I need this to stop large plot getting wiped + __gnuplot_set__ output "/dev/null" + +endfunction diff --git a/libs/libcodec2/octave/postfilter.m b/libs/libcodec2/octave/postfilter.m new file mode 100644 index 0000000000..84f7dfc773 --- /dev/null +++ b/libs/libcodec2/octave/postfilter.m @@ -0,0 +1,24 @@ +% Copyright David Rowe 2009 +% This program is distributed under the terms of the GNU General Public License +% Version 2 +% +% Plot postfilter doing its thing + +function postfilter(samname) + p = load(samname); + figure(1); + plot(p(:,1),";energy;"); + hold on; + plot(p(:,2),";bg_est;"); + hold off; + grid; + pngname=sprintf("%s_postfilter_1", samname); + png(pngname); + + figure(2); + plot(p(:,3),";% unvoiced;"); + grid; + pngname=sprintf("%s_postfilter_2", samname); + png(pngname); +endfunction + diff --git a/libs/libcodec2/octave/pulse.m b/libs/libcodec2/octave/pulse.m new file mode 100644 index 0000000000..223389e777 --- /dev/null +++ b/libs/libcodec2/octave/pulse.m @@ -0,0 +1,37 @@ +% pulse.m +% David Rowe August 2009 +% +% Experiments with human pulse perception for sinusoidal codecs + +function pulse(samname) + + A = 1000; + K = 16000; + N = 80; + frames = K/N; + s = zeros(1,K); + + for f=1:frames + % lets try placing np random pulses in every frame + + P = 20 + (160-20)*rand(1,1); + Wo = 2*pi/P; + L = floor(pi/Wo); + sf = zeros(1,N); + for m=1:L/2:L + pos = floor(rand(1,1)*N)+1; + %pos = 50; + for l=m:m+L/2-1 + sf = sf + A*cos(l*Wo*((f-1)*N+1:f*N) - pos*l*Wo); + endfor + endfor + s((f-1)*N+1:f*N) = sf; + endfor + + plot(s(1:250)); + + fs=fopen(samname,"wb"); + fwrite(fs,s,"short"); + fclose(fs); +endfunction + diff --git a/libs/libcodec2/pitch/hts1a.p b/libs/libcodec2/pitch/hts1a.p new file mode 100644 index 0000000000..c11b8e90fc --- /dev/null +++ b/libs/libcodec2/pitch/hts1a.p @@ -0,0 +1,298 @@ +111.627907 +97.959183 +97.959183 +97.959183 +87.272736 +78.048775 +112.280701 +120.000008 +61.538464 +68.817207 +84.210526 +90.140846 +90.140846 +90.140846 +101.587303 +80.000000 +72.727272 +95.522392 +90.140846 +90.140846 +101.587303 +90.140846 +85.333336 +86.486488 +91.428574 +91.428574 +91.428574 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Based on cdialog. +# +# usage: +# menu.sh file1.raw file2.raw ........ [-d playbackdevice] +# +# for example: +# +# ../script/menu.sh hts1a.raw hts1a_uq.raw +# +# or: +# +# ../script/menu.sh hts1a.raw hts1a_uq.raw -d /dev/dsp1 +# + +# Copyright (C) 2007 David Rowe +# +# All rights reserved. +# +# This program is free software; you can redistribute it and/or modify +# it under the terms of the GNU General Public License version 2, as +# published by the Free Software Foundation. +# +# 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., 675 Mass Ave, Cambridge, MA 02139, USA. + +files=0 +items="Q-Quit\n" +while [ ! -z "$1" ] +do + case "$1" in + -d) dsp="${1} ${2}"; shift;; + *) files=`expr 1 + $files`; + new_file=$1; + file[$files]=$new_file; + items="${items} ${files}-${new_file}\n";; + esac + shift +done + +readchar=1 +echo -n -e "\r" $items"- " +while [ $readchar -ne 0 ] +do + echo -n -e "\r -" + stty cbreak # or stty raw + readchar=`dd if=/dev/tty bs=1 count=1 2>/dev/null` + stty -cbreak + if [ $readchar == 'q' ] ; then + readchar=0 + fi + if [ $readchar -ne 0 ] ; then + play -r 8000 -s -2 ${file[$readchar]} $dsp 2> /dev/null + fi +done +echo diff --git a/libs/libcodec2/script/playraw.sh b/libs/libcodec2/script/playraw.sh new file mode 100755 index 0000000000..683cbaa16d --- /dev/null +++ b/libs/libcodec2/script/playraw.sh @@ -0,0 +1,6 @@ +#!/bin/sh +# Plays a raw file +# usage: +# playraw file.raw +# playraw file.raw -d /dev/dsp1 (e.g. for USB headphones) +play -r 8000 -s -2 $1 $2 $3 diff --git a/libs/libcodec2/script/raw2wav.sh b/libs/libcodec2/script/raw2wav.sh new file mode 100755 index 0000000000..a05efb72f6 --- /dev/null +++ b/libs/libcodec2/script/raw2wav.sh @@ -0,0 +1,3 @@ +#!/bin/sh +# Converts 16 bit signed short 8 kHz raw (headerless) files to wave +sox -r 8000 -s -2 $1 $2 diff --git a/libs/libcodec2/script/wav2raw.sh b/libs/libcodec2/script/wav2raw.sh new file mode 100755 index 0000000000..39c0f1aefd --- /dev/null +++ b/libs/libcodec2/script/wav2raw.sh @@ -0,0 +1,3 @@ +#!/bin/sh +# Converts wave files to raw (headerless) files +sox $1 -t raw $2 diff --git a/libs/libcodec2/src/Makefile.am b/libs/libcodec2/src/Makefile.am new file mode 100644 index 0000000000..ce240785d9 --- /dev/null +++ b/libs/libcodec2/src/Makefile.am @@ -0,0 +1,53 @@ +AM_CFLAGS = -I../src -Wall -DFLOATING_POINT -DVAR_ARRAYS +AUTOMAKE_OPTS = gnu +NAME = libcodec2 +AM_CPPFLAGS = $(AM_CFLAGS) + +lib_LTLIBRARIES = libcodec2.la +libcodec2_la_SOURCES = dump.c \ +lpc.c \ +nlp.c \ +postfilter.c \ +sine.c \ +codec2.c \ +four1.c \ +interp.c \ +lsp.c \ +phase.c \ +quantise.c \ +pack.c \ +codebook.c + +libcodec2_la_CFLAGS = $(AM_CFLAGS) +libcodec2_la_LDFLAGS = $(LIBS) + +library_includedir = $(prefix) +library_include_HEADERS = codec2.h \ +defines.h \ +four1.h \ +interp.h \ +lsp.h \ +phase.h \ +quantise.h \ +comp.h \ +dump.h \ +globals.h \ +lpc.h \ +nlp.h \ +postfilter.h \ +sine.h \ +codebook.h + +bin_PROGRAMS = c2dec c2enc c2sim + +c2dec_SOURCES = c2dec.c +c2dec_LDADD = $(lib_LTLIBRARIES) +c2dec_LDFLAGS = $(LIBS) + +c2enc_SOURCES = c2enc.c +c2enc_LDADD = $(lib_LTLIBRARIES) +c2enc_LDFLAGS = $(LIBS) + +c2sim_SOURCES = c2sim.c +c2sim_LDADD = $(lib_LTLIBRARIES) +c2sim_LDFLAGS = $(LIBS) diff --git a/libs/libcodec2/src/Makefile.in b/libs/libcodec2/src/Makefile.in new file mode 100644 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b/libs/libcodec2/src/c2dec.c new file mode 100644 index 0000000000..3b876bcac0 --- /dev/null +++ b/libs/libcodec2/src/c2dec.c @@ -0,0 +1,80 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: c2dec.c + AUTHOR......: David Rowe + DATE CREATED: 23/8/2010 + + Decodes a file of bits to a file of raw speech samples using codec2. Demo + program for codec2. + + NOTE: the bit file is not packed, 51 bits/frame actually consumes 51 + bytes/frame on disk. If you are using this for a real world + application you may want to pack the 51 bytes into 7 bytes. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2010 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include "codec2.h" + +#include +#include +#include +#include + +int main(int argc, char *argv[]) +{ + static const int bitsSize = ((CODEC2_BITS_PER_FRAME + 7) / 8); + void *codec2; + FILE *fin; + FILE *fout; + short buf[CODEC2_SAMPLES_PER_FRAME]; + unsigned char bits[bitsSize]; + + if (argc != 3) { + printf("usage: %s InputBitFile OutputRawSpeechFile\n", argv[0]); + exit(1); + } + + if ( (fin = fopen(argv[1],"rb")) == NULL ) { + fprintf(stderr, "Error opening input bit file: %s: %s.\n", + argv[1], strerror(errno)); + exit(1); + } + + if ( (fout = fopen(argv[2],"wb")) == NULL ) { + fprintf(stderr, "Error opening output speech file: %s: %s.\n", + argv[2], strerror(errno)); + exit(1); + } + + codec2 = codec2_create(); + + while(fread(bits, sizeof(char), bitsSize, fin) == bitsSize) { + codec2_decode(codec2, buf, bits); + fwrite(buf, sizeof(short), CODEC2_SAMPLES_PER_FRAME, fout); + } + + codec2_destroy(codec2); + + fclose(fin); + fclose(fout); + + return 0; +} diff --git a/libs/libcodec2/src/c2enc.c b/libs/libcodec2/src/c2enc.c new file mode 100644 index 0000000000..8fd7c7778d --- /dev/null +++ b/libs/libcodec2/src/c2enc.c @@ -0,0 +1,82 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: c2enc.c + AUTHOR......: David Rowe + DATE CREATED: 23/8/2010 + + Encodes a file of raw speech samples using codec2 and ouputs a file + of bits (each bit is stored in the LSB or each output byte). Demo + program for codec2. + + NOTE: the bit file is not packed, 51 bits/frame actually consumes 51 + bytes/frame on disk. If you are using this for a real world + application you may want to pack the 51 bytes into 7 bytes. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2010 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include "codec2.h" + +#include +#include +#include +#include + +int main(int argc, char *argv[]) +{ + static const int bitsSize = ((CODEC2_BITS_PER_FRAME + 7) / 8); + void *codec2; + FILE *fin; + FILE *fout; + short buf[CODEC2_SAMPLES_PER_FRAME]; + unsigned char bits[bitsSize]; + + if (argc != 3) { + printf("usage: %s InputRawspeechFile OutputBitFile\n", argv[0]); + exit(1); + } + + if ( (fin = fopen(argv[1],"rb")) == NULL ) { + fprintf(stderr, "Error opening input bit file: %s: %s.\n", + argv[1], strerror(errno)); + exit(1); + } + + if ( (fout = fopen(argv[2],"wb")) == NULL ) { + fprintf(stderr, "Error opening output speech file: %s: %s.\n", + argv[2], strerror(errno)); + exit(1); + } + + codec2 = codec2_create(); + + while(fread(buf, sizeof(short), CODEC2_SAMPLES_PER_FRAME, fin) == + CODEC2_SAMPLES_PER_FRAME) { + codec2_encode(codec2, bits, buf); + fwrite(bits, sizeof(char), bitsSize, fout); + } + + codec2_destroy(codec2); + + fclose(fin); + fclose(fout); + + return 0; +} diff --git a/libs/libcodec2/src/c2sim.c b/libs/libcodec2/src/c2sim.c new file mode 100644 index 0000000000..b9e5f0f78a --- /dev/null +++ b/libs/libcodec2/src/c2sim.c @@ -0,0 +1,408 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: c2sim.c + AUTHOR......: David Rowe + DATE CREATED: 20/8/2010 + + Codec2 simulation. Combines encoder and decoder and allows switching in + out various algorithms and quantisation steps. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include +#include +#include +#include +#include +#include + +#include "defines.h" +#include "sine.h" +#include "nlp.h" +#include "dump.h" +#include "lpc.h" +#include "lsp.h" +#include "quantise.h" +#include "phase.h" +#include "postfilter.h" +#include "interp.h" + +/*---------------------------------------------------------------------------*\ + + switch_present() + + Searches the command line arguments for a "switch". If the switch is + found, returns the command line argument where it ws found, else returns + NULL. + +\*---------------------------------------------------------------------------*/ + +int switch_present(sw,argc,argv) +register char sw[]; /* switch in string form */ +register int argc; /* number of command line arguments */ +register char *argv[]; /* array of command line arguments in string form */ +{ + register int i; /* loop variable */ + + for(i=1; i 20)) { + fprintf(stderr, "Error in lpc order: %d\n", order); + exit(1); + } + } + + dump = switch_present("--dump",argc,argv); + if (dump) + dump_on(argv[dump+1]); + + lsp = switch_present("--lsp",argc,argv); + lsp_quantiser = 0; + + phase0 = switch_present("--phase0",argc,argv); + if (phase0) { + ex_phase[0] = 0; + } + + hand_voicing = switch_present("--hand_voicing",argc,argv); + if (hand_voicing) { + fvoicing = fopen(argv[hand_voicing+1],"rt"); + assert(fvoicing != NULL); + } + + bg_est = 0.0; + postfilt = switch_present("--postfilter",argc,argv); + + decimate = switch_present("--dec",argc,argv); + + /* Initialise ------------------------------------------------------------*/ + + make_analysis_window(w,W); + make_synthesis_window(Pn); + quantise_init(); + + /* Main loop ------------------------------------------------------------*/ + + frames = 0; + sum_snr = 0; + while(fread(buf,sizeof(short),N,fin)) { + frames++; + + /* Read input speech */ + + for(i=0; i 32767.0) + buf[i] = 32767; + else if (Sn_[i] < -32767.0) + buf[i] = -32767; + else + buf[i] = Sn_[i]; + } + +} diff --git a/libs/libcodec2/src/codeall.sh b/libs/libcodec2/src/codeall.sh new file mode 100755 index 0000000000..6bdf825f49 --- /dev/null +++ b/libs/libcodec2/src/codeall.sh @@ -0,0 +1,9 @@ +#!/bin/sh +# codeall.sh +# David Rowe 24 sep 2009 +# Code all samples using various processing steps +./code.sh hts1a +./code.sh hts2a +./code.sh mmt1 +./code.sh morig +./code.sh forig diff --git a/libs/libcodec2/src/codebook.c b/libs/libcodec2/src/codebook.c new file mode 100644 index 0000000000..74ed9ad5fe --- /dev/null +++ b/libs/libcodec2/src/codebook.c @@ -0,0 +1,162 @@ +float codebook_lsp1[] = { + 225, + 250, + 275, + 300, + 325, + 350, + 375, + 400, + 425, + 450, + 475, + 500, + 525, + 550, + 575, + 600,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp2[] = { + 325, + 350, + 375, + 400, + 425, + 450, + 475, + 500, + 525, + 550, + 575, + 600, + 625, + 650, + 675, + 700,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp3[] = { + 500, + 550, + 600, + 650, + 700, + 750, + 800, + 850, + 900, + 950, + 1000, + 1050, + 1100, + 1150, + 1200, + 1250,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp4[] = { + 700, + 800, + 900, + 1000, + 1100, + 1200, + 1300, + 1400, + 1500, + 1600, + 1700, + 1800, + 1900, + 2000, + 2100, + 2200,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp5[] = { + 950, + 1050, + 1150, + 1250, + 1350, + 1450, + 1550, + 1650, + 1750, + 1850, + 1950, + 2050, + 2150, + 2250, + 2350, + 2450,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp6[] = { + 1100, + 1200, + 1300, + 1400, + 1500, + 1600, + 1700, + 1800, + 1900, + 2000, + 2100, + 2200, + 2300, + 2400, + 2500, + 2600,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp7[] = { + 1500, + 1600, + 1700, + 1800, + 1900, + 2000, + 2100, + 2200, + 2300, + 2400, + 2500, + 2600, + 2700, + 2800, + 2900, + 3000,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp8[] = { + 2300, + 2400, + 2500, + 2600, + 2700, + 2800, + 2900, + 3000,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp9[] = { + 2500, + 2600, + 2700, + 2800, + 2900, + 3000, + 3100, + 3200,0,0,0,0,0,0,0,0,0,0 +}; + +float codebook_lsp10[] = { + 2900, + 3100, + 3300, + 3500,0,0,0,0,0,0,0,0,0,0 +}; + diff --git a/libs/libcodec2/src/codebook.h b/libs/libcodec2/src/codebook.h new file mode 100644 index 0000000000..d2e77a53f2 --- /dev/null +++ b/libs/libcodec2/src/codebook.h @@ -0,0 +1,15 @@ +#ifndef CODEBOOK_H +#define CODEBOOK_H + +extern float codebook_lsp1[]; +extern float codebook_lsp2[]; +extern float codebook_lsp3[]; +extern float codebook_lsp4[]; +extern float codebook_lsp5[]; +extern float codebook_lsp6[]; +extern float codebook_lsp7[]; +extern float codebook_lsp8[]; +extern float codebook_lsp9[]; +extern float codebook_lsp10[]; + +#endif diff --git a/libs/libcodec2/src/codec2.c b/libs/libcodec2/src/codec2.c new file mode 100644 index 0000000000..30142fec1d --- /dev/null +++ b/libs/libcodec2/src/codec2.c @@ -0,0 +1,337 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: codec2.c + AUTHOR......: David Rowe + DATE CREATED: 21/8/2010 + + Codec2 fully quantised encoder and decoder functions. If you want use + codec2, the codec2_xxx functions are for you. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2010 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include +#include +#include +#include +#include + +#include "defines.h" +#include "sine.h" +#include "nlp.h" +#include "dump.h" +#include "lpc.h" +#include "quantise.h" +#include "phase.h" +#include "interp.h" +#include "postfilter.h" +#include "codec2.h" + +typedef struct { + float Sn[M]; /* input speech */ + float w[M]; /* time domain hamming window */ + COMP W[FFT_ENC]; /* DFT of w[] */ + float Pn[2*N]; /* trapezoidal synthesis window */ + float Sn_[2*N]; /* synthesised speech */ + float prev_Wo; /* previous frame's pitch estimate */ + float ex_phase; /* excitation model phase track */ + float bg_est; /* background noise estimate for post filter */ + MODEL prev_model; /* model parameters from 20ms ago */ + void *nlp; /* pitch predictor states */ +} CODEC2; + +/*---------------------------------------------------------------------------*\ + + FUNCTION HEADERS + +\*---------------------------------------------------------------------------*/ + +void analyse_one_frame(CODEC2 *c2, MODEL *model, short speech[]); +void synthesise_one_frame(CODEC2 *c2, short speech[], MODEL *model,float ak[]); + +/*---------------------------------------------------------------------------*\ + + FUNCTIONS + +\*---------------------------------------------------------------------------*/ + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: codec2_create + AUTHOR......: David Rowe + DATE CREATED: 21/8/2010 + + Create and initialise an instance of the codec. Returns a pointer + to the codec states or NULL on failure. One set of states is + sufficient for a full duuplex codec (i.e. an encoder and decoder). + You don't need separate states for encoders and decoders. See + c2enc.c and c2dec.c for examples. + +\*---------------------------------------------------------------------------*/ + +void *codec2_create() +{ + CODEC2 *c2; + int i,l; + + c2 = (CODEC2*)malloc(sizeof(CODEC2)); + if (c2 == NULL) + return NULL; + + for(i=0; iSn[i] = 1.0; + for(i=0; i<2*N; i++) + c2->Sn_[i] = 0; + make_analysis_window(c2->w,c2->W); + make_synthesis_window(c2->Pn); + quantise_init(); + c2->prev_Wo = 0.0; + c2->bg_est = 0.0; + c2->ex_phase = 0.0; + + for(l=1; l<=MAX_AMP; l++) + c2->prev_model.A[l] = 0.0; + c2->prev_model.Wo = TWO_PI/P_MAX; + + c2->nlp = nlp_create(); + if (c2->nlp == NULL) { + free (c2); + return NULL; + } + + return (void*)c2; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: codec2_create + AUTHOR......: David Rowe + DATE CREATED: 21/8/2010 + + Destroy an instance of the codec. + +\*---------------------------------------------------------------------------*/ + +void codec2_destroy(void *codec2_state) +{ + CODEC2 *c2; + + assert(codec2_state != NULL); + c2 = (CODEC2*)codec2_state; + nlp_destroy(c2->nlp); + free(codec2_state); +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: codec2_encode + AUTHOR......: David Rowe + DATE CREATED: 21/8/2010 + + Encodes 160 speech samples (20ms of speech) into 51 bits. + + The codec2 algorithm actually operates internally on 10ms (80 + sample) frames, so we run the encoding algorithm twice. On the + first frame we just send the voicing bit. One the second frame we + send all model parameters. + + The bit allocation is: + + Parameter bits/frame + -------------------------------------- + Harmonic magnitudes (LSPs) 36 + Low frequency LPC correction 1 + Energy 5 + Wo (fundamental frequnecy) 7 + Voicing (10ms update) 2 + TOTAL 51 + +\*---------------------------------------------------------------------------*/ + +void codec2_encode(void *codec2_state, unsigned char * bits, short speech[]) +{ + CODEC2 *c2; + MODEL model; + int voiced1, voiced2; + int lsp_indexes[LPC_ORD]; + int lpc_correction; + int energy_index; + int Wo_index; + int i; + unsigned int nbit = 0; + + assert(codec2_state != NULL); + c2 = (CODEC2*)codec2_state; + + /* first 10ms analysis frame - we just want voicing */ + + analyse_one_frame(c2, &model, speech); + voiced1 = model.voiced; + + /* second 10ms analysis frame */ + + analyse_one_frame(c2, &model, &speech[N]); + voiced2 = model.voiced; + + Wo_index = encode_Wo(model.Wo); + encode_amplitudes(lsp_indexes, + &lpc_correction, + &energy_index, + &model, + c2->Sn, + c2->w); + memset(bits, '\0', ((CODEC2_BITS_PER_FRAME + 7) / 8)); + pack(bits, &nbit, Wo_index, WO_BITS); + for(i=0; iprev_model, &model); + + synthesise_one_frame(c2, speech, &model_interp, ak); + synthesise_one_frame(c2, &speech[N], &model, ak); + + memcpy(&c2->prev_model, &model, sizeof(MODEL)); +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: synthesise_one_frame() + AUTHOR......: David Rowe + DATE CREATED: 23/8/2010 + + Synthesise 80 speech samples (10ms) from model parameters. + +\*---------------------------------------------------------------------------*/ + +void synthesise_one_frame(CODEC2 *c2, short speech[], MODEL *model, float ak[]) +{ + int i; + + phase_synth_zero_order(model, ak, &c2->ex_phase); + postfilter(model, &c2->bg_est); + synthesise(c2->Sn_, model, c2->Pn, 1); + + for(i=0; iSn_[i] > 32767.0) + speech[i] = 32767; + else if (c2->Sn_[i] < -32767.0) + speech[i] = -32767; + else + speech[i] = c2->Sn_[i]; + } + +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: analyse_one_frame() + AUTHOR......: David Rowe + DATE CREATED: 23/8/2010 + + Extract sinusoidal model parameters from 80 speech samples (10ms of + speech). + +\*---------------------------------------------------------------------------*/ + +void analyse_one_frame(CODEC2 *c2, MODEL *model, short speech[]) +{ + COMP Sw[FFT_ENC]; + COMP Sw_[FFT_ENC]; + float pitch; + int i; + + /* Read input speech */ + + for(i=0; iSn[i] = c2->Sn[i+N]; + for(i=0; iSn[i+M-N] = speech[i]; + dft_speech(Sw, c2->Sn, c2->w); + + /* Estimate pitch */ + + nlp(c2->nlp,c2->Sn,N,M,P_MIN,P_MAX,&pitch,Sw,&c2->prev_Wo); + c2->prev_Wo = TWO_PI/pitch; + model->Wo = TWO_PI/pitch; + model->L = PI/model->Wo; + + /* estimate model parameters */ + + dft_speech(Sw, c2->Sn, c2->w); + two_stage_pitch_refinement(model, Sw); + estimate_amplitudes(model, Sw, c2->W); + est_voicing_mbe(model, Sw, c2->W, (FS/TWO_PI)*model->Wo, Sw_); +} diff --git a/libs/libcodec2/src/codec2.h b/libs/libcodec2/src/codec2.h new file mode 100644 index 0000000000..7a1d1450a5 --- /dev/null +++ b/libs/libcodec2/src/codec2.h @@ -0,0 +1,43 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: codec2.h + AUTHOR......: David Rowe + DATE CREATED: 21/8/2010 + + Codec2 fully quantised encoder and decoder functions. If you want use + codec2, these are the functions you need to call. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2010 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __CODEC2__ +#define __CODEC2__ +#include "codebook.h" + +#define CODEC2_SAMPLES_PER_FRAME 160 +#define CODEC2_BITS_PER_FRAME 51 + +void *codec2_create(); +void codec2_destroy(void *codec2_state); +void codec2_encode(void *codec2_state, unsigned char * bits, short speech_in[]); +void codec2_decode(void *codec2_state, short speech_out[], + const unsigned char * bits); + +#endif diff --git a/libs/libcodec2/src/comp.h b/libs/libcodec2/src/comp.h new file mode 100644 index 0000000000..bca01b5d2f --- /dev/null +++ b/libs/libcodec2/src/comp.h @@ -0,0 +1,39 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: comp.h + AUTHOR......: David Rowe + DATE CREATED: 24/08/09 + + Complex number definition. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __COMP__ +#define __COMP__ + +/* Complex number */ + +typedef struct { + float real; + float imag; +} COMP; + +#endif diff --git a/libs/libcodec2/src/defines.h b/libs/libcodec2/src/defines.h new file mode 100644 index 0000000000..ef4899f70a --- /dev/null +++ b/libs/libcodec2/src/defines.h @@ -0,0 +1,84 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: defines.h + AUTHOR......: David Rowe + DATE CREATED: 23/4/93 + + Defines and structures used throughout the codec. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __DEFINES__ +#define __DEFINES__ + +/*---------------------------------------------------------------------------*\ + + DEFINES + +\*---------------------------------------------------------------------------*/ + +/* General defines */ + +#define N 80 /* number of samples per frame */ +#define MAX_AMP 80 /* maximum number of harmonics */ +#define PI 3.141592654 /* mathematical constant */ +#define TWO_PI 6.283185307 /* mathematical constant */ +#define FS 8000 /* sample rate in Hz */ +#define MAX_STR 256 /* maximum string size */ + +#define NW 279 /* analysis window size */ +#define FFT_ENC 512 /* size of FFT used for encoder */ +#define FFT_DEC 512 /* size of FFT used in decoder */ +#define TW 40 /* Trapezoidal synthesis window overlap */ +#define V_THRESH 4.0 /* voicing threshold in dB */ +#define LPC_MAX 20 /* maximum LPC order */ +#define LPC_ORD 10 /* phase modelling LPC order */ + +/* Pitch estimation defines */ + +#define M 320 /* pitch analysis frame size */ +#define P_MIN 20 /* minimum pitch */ +#define P_MAX 160 /* maximum pitch */ + +/*---------------------------------------------------------------------------*\ + + TYPEDEFS + +\*---------------------------------------------------------------------------*/ + +/* Complex number */ + +typedef struct { + float real; + float imag; +} COMP; + +/* Structure to hold model parameters for one frame */ + +typedef struct { + float Wo; /* fundamental frequency estimate in radians */ + int L; /* number of harmonics */ + float A[MAX_AMP]; /* amplitiude of each harmonic */ + float phi[MAX_AMP]; /* phase of each harmonic */ + int voiced; /* non-zero if this frame is voiced */ +} MODEL; + +#endif diff --git a/libs/libcodec2/src/dump.c b/libs/libcodec2/src/dump.c new file mode 100644 index 0000000000..2d18744483 --- /dev/null +++ b/libs/libcodec2/src/dump.c @@ -0,0 +1,402 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: dump.c + AUTHOR......: David Rowe + DATE CREATED: 25/8/09 + + Routines to dump data to text files for Octave analysis. + +\*---------------------------------------------------------------------------*/ + +/* + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include "defines.h" +#include "dump.h" +#include +#include +#include +#include +#include + +static int dumpon = 0; + +static FILE *fsn = NULL; +static FILE *fsw = NULL; +static FILE *fsw_ = NULL; +static FILE *fmodel = NULL; +static FILE *fqmodel = NULL; +static FILE *fpw = NULL; +static FILE *flsp = NULL; +static FILE *fphase = NULL; +static FILE *fphase_ = NULL; +static FILE *ffw = NULL; +static FILE *fe = NULL; +static FILE *fsq = NULL; +static FILE *fdec = NULL; +static FILE *fsnr = NULL; +static FILE *fak = NULL; +static FILE *fbg = NULL; +static FILE *fE = NULL; + +static char prefix[MAX_STR]; + +void dump_on(char p[]) { + dumpon = 1; + strcpy(prefix, p); +} + +void dump_off(){ + if (fsn != NULL) + fclose(fsn); + if (fsw != NULL) + fclose(fsw); + if (fsw_ != NULL) + fclose(fsw_); + if (fmodel != NULL) + fclose(fmodel); + if (fqmodel != NULL) + fclose(fqmodel); + if (fpw != NULL) + fclose(fpw); + if (flsp != NULL) + fclose(flsp); + if (fphase != NULL) + fclose(fphase); + if (fphase_ != NULL) + fclose(fphase_); + if (ffw != NULL) + fclose(ffw); + if (fe != NULL) + fclose(fe); + if (fsq != NULL) + fclose(fsq); + if (fdec != NULL) + fclose(fdec); + if (fsnr != NULL) + fclose(fsnr); + if (fak != NULL) + fclose(fak); + if (fbg != NULL) + fclose(fbg); + if (fE != NULL) + fclose(fE); +} + +void dump_Sn(float Sn[]) { + int i; + char s[MAX_STR]; + + if (!dumpon) return; + + if (fsn == NULL) { + sprintf(s,"%s_sn.txt", prefix); + fsn = fopen(s, "wt"); + assert(fsn != NULL); + } + + /* split across two lines to avoid max line length problems */ + /* reconstruct in Octave */ + + for(i=0; iWo, model->L); + for(l=1; l<=model->L; l++) + fprintf(fmodel,"%f\t",model->A[l]); + for(l=model->L+1; lvoiced); + fprintf(fmodel,"\n"); +} + +void dump_quantised_model(MODEL *model) { + int l; + char s[MAX_STR]; + + if (!dumpon) return; + + if (fqmodel == NULL) { + sprintf(s,"%s_qmodel.txt", prefix); + fqmodel = fopen(s, "wt"); + assert(fqmodel != NULL); + } + + fprintf(fqmodel,"%f\t%d\t", model->Wo, model->L); + for(l=1; l<=model->L; l++) + fprintf(fqmodel,"%f\t",model->A[l]); + for(l=model->L+1; l + +#define SWAP(a,b) tempr=(a);(a)=(b);(b)=tempr + +void four1(data,nn,isign) +float data[]; +int nn,isign; +{ + int n,mmax,m,j,istep,i; + double wtemp,wr,wpr,wpi,wi,theta; + float tempr,tempi; + + n=nn << 1; + j=1; + for (i=1;i i) { + SWAP(data[j],data[i]); + SWAP(data[j+1],data[i+1]); + } + m=n >> 1; + while (m >= 2 && j > m) { + j -= m; + m >>= 1; + } + j += m; + } + mmax=2; + while (n > mmax) { + istep=2*mmax; + theta=6.28318530717959/(isign*mmax); + wtemp=sin(0.5*theta); + wpr = -2.0*wtemp*wtemp; + wpi=sin(theta); + wr=1.0; + wi=0.0; + for (m=1;m +#include +#include + +#include "defines.h" +#include "interp.h" + +float sample_log_amp(MODEL *model, float w); + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: interp() + AUTHOR......: David Rowe + DATE CREATED: 22/8/10 + + Given two frames decribed by model parameters 20ms apart, determines + the model parameters of the 10ms frame between them. Assumes + voicing is available for middle (interpolated) frame. Outputs are + amplitudes and Wo for the interpolated frame. + + This version can interpolate the amplitudes between two frames of + different Wo and L. + +\*---------------------------------------------------------------------------*/ + +void interpolate( + MODEL *interp, /* interpolated model params */ + MODEL *prev, /* previous frames model params */ + MODEL *next /* next frames model params */ +) +{ + int l; + float w,log_amp; + + /* Wo depends on voicing of this and adjacent frames */ + + if (interp->voiced) { + if (prev->voiced && next->voiced) + interp->Wo = (prev->Wo + next->Wo)/2.0; + if (!prev->voiced && next->voiced) + interp->Wo = next->Wo; + if (prev->voiced && !next->voiced) + interp->Wo = prev->Wo; + } + else { + interp->Wo = TWO_PI/P_MAX; + } + interp->L = PI/interp->Wo; + + /* Interpolate amplitudes using linear interpolation in log domain */ + + for(l=1; l<=interp->L; l++) { + w = l*interp->Wo; + log_amp = (sample_log_amp(prev, w) + sample_log_amp(next, w))/2.0; + interp->A[l] = pow(10.0, log_amp); + } +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: sample_log_amp() + AUTHOR......: David Rowe + DATE CREATED: 22/8/10 + + Samples the amplitude envelope at an arbitrary frequency w. Uses + linear interpolation in the log domain to sample between harmonic + amplitudes. + +\*---------------------------------------------------------------------------*/ + +float sample_log_amp(MODEL *model, float w) +{ + int m; + float f, log_amp; + + assert(w > 0.0); assert (w <= PI); + + m = floor(w/model->Wo + 0.5); + f = (w - m*model->Wo)/w; + assert(f <= 1.0); + + if (m < 1) { + log_amp = f*log10(model->A[1]); + } + else if ((m+1) > model->L) { + log_amp = (1.0-f)*log10(model->A[model->L]); + } + else { + log_amp = (1.0-f)*log10(model->A[m]) + f*log10(model->A[m+1]); + } + + return log_amp; +} + diff --git a/libs/libcodec2/src/interp.h b/libs/libcodec2/src/interp.h new file mode 100644 index 0000000000..0684b5bbff --- /dev/null +++ b/libs/libcodec2/src/interp.h @@ -0,0 +1,34 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: interp.h + AUTHOR......: David Rowe + DATE CREATED: 9/10/09 + + Interpolation of 20ms frames to 10ms frames. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __INTERP__ +#define __INTERP__ + +void interpolate(MODEL *interp, MODEL *prev, MODEL *next); + +#endif diff --git a/libs/libcodec2/src/listen.sh b/libs/libcodec2/src/listen.sh new file mode 100644 index 0000000000..bebd106f7a --- /dev/null +++ b/libs/libcodec2/src/listen.sh @@ -0,0 +1,9 @@ +#!/bin/sh +# listensim.sh +# David Rowe 10 Sep 2009 +# +# Listen to files processed with sim.sh + +../script/menu.sh ../raw/$1.raw $1_uq.raw $1_phase0.raw $1_lpc10.raw $1_lsp.raw $1_phase0_lpc10.raw $1_phase0_lsp.raw $1_phase0_lsp.raw $2 $3 + + diff --git a/libs/libcodec2/src/listen1.sh b/libs/libcodec2/src/listen1.sh new file mode 100755 index 0000000000..a3b72671bc --- /dev/null +++ b/libs/libcodec2/src/listen1.sh @@ -0,0 +1,15 @@ +#!/bin/sh +# listen1.sh +# David Rowe 10 Sep 2009 +# +# Run menu with common sample file options, headphone version + +#../script/menu.sh ../raw/$1.raw $1_uq.raw $1_phase0.raw $1_lpc10.raw $1_lsp.raw $1_phase0_lpc10.raw $1_phase0_lsp.raw ../raw/$1_g729a.raw $2 $3 -d /dev/dsp1 + +# compare to other codecs + +#../script/menu.sh ../raw/$1.raw $1_phase0_lsp.raw $1_phase0_lsp_20.raw ../raw/$1_g729a.raw ../raw/$1_gsm13k.raw ../raw/$1_speex_8k.raw $2 $3 -d /dev/dsp1 + +../script/menu.sh ../raw/$1.raw $1_uq.raw $1_phase0.raw $1_test.raw ../raw/$1_g729a.raw $2 $3 -d /dev/dsp1 + + diff --git a/libs/libcodec2/src/listensim.sh b/libs/libcodec2/src/listensim.sh new file mode 100755 index 0000000000..64f7455ab3 --- /dev/null +++ b/libs/libcodec2/src/listensim.sh @@ -0,0 +1,9 @@ +#!/bin/sh +# listensim.sh +# David Rowe 10 Sep 2009 +# +# Listen to files processed with sim.sh + +../script/menu.sh ../raw/$1.raw $1_uq.raw $1_phase0.raw $1_lpc10.raw $1_lsp.raw $1_phase0_lpc10.raw $1_phase0_lsp.raw $1_phase0_lsp_dec.raw $2 $3 + + diff --git a/libs/libcodec2/src/lpc.c b/libs/libcodec2/src/lpc.c new file mode 100644 index 0000000000..1f9ff2bf10 --- /dev/null +++ b/libs/libcodec2/src/lpc.c @@ -0,0 +1,253 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: lpc.c + AUTHOR......: David Rowe + DATE CREATED: 30/9/90 + + Linear Prediction functions written in C. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#define LPC_MAX_N 512 /* maximum no. of samples in frame */ +#define PI 3.141592654 /* mathematical constant */ + +#include +#include +#include "defines.h" +#include "lpc.h" + +/*---------------------------------------------------------------------------*\ + + hanning_window() + + Hanning windows a frame of speech samples. + +\*---------------------------------------------------------------------------*/ + +void hanning_window( + float Sn[], /* input frame of speech samples */ + float Wn[], /* output frame of windowed samples */ + int Nsam /* number of samples */ +) +{ + int i; /* loop variable */ + + for(i=0; i 1.0) + k[i] = 0.0; + + a[i][i] = k[i]; + + for(j=1; j<=i-1; j++) + a[i][j] = a[i-1][j] + k[i]*a[i-1][i-j]; /* Equation 38c, Makhoul */ + + E[i] = (1-k[i]*k[i])*E[i-1]; /* Equation 38d, Makhoul */ + } + + for(i=1; i<=order; i++) + lpcs[i] = a[order][i]; + lpcs[0] = 1.0; +} + +/*---------------------------------------------------------------------------*\ + + inverse_filter() + + Inverse Filter, A(z). Produces an array of residual samples from an array + of input samples and linear prediction coefficients. + + The filter memory is stored in the first order samples of the input array. + +\*---------------------------------------------------------------------------*/ + +void inverse_filter( + float Sn[], /* Nsam input samples */ + float a[], /* LPCs for this frame of samples */ + int Nsam, /* number of samples */ + float res[], /* Nsam residual samples */ + int order /* order of LPC */ +) +{ + int i,j; /* loop variables */ + + for(i=0; i +#include +#include + +/*---------------------------------------------------------------------------*\ + + Introduction to Line Spectrum Pairs (LSPs) + ------------------------------------------ + + LSPs are used to encode the LPC filter coefficients {ak} for + transmission over the channel. LSPs have several properties (like + less sensitivity to quantisation noise) that make them superior to + direct quantisation of {ak}. + + A(z) is a polynomial of order lpcrdr with {ak} as the coefficients. + + A(z) is transformed to P(z) and Q(z) (using a substitution and some + algebra), to obtain something like: + + A(z) = 0.5[P(z)(z+z^-1) + Q(z)(z-z^-1)] (1) + + As you can imagine A(z) has complex zeros all over the z-plane. P(z) + and Q(z) have the very neat property of only having zeros _on_ the + unit circle. So to find them we take a test point z=exp(jw) and + evaluate P (exp(jw)) and Q(exp(jw)) using a grid of points between 0 + and pi. + + The zeros (roots) of P(z) also happen to alternate, which is why we + swap coefficients as we find roots. So the process of finding the + LSP frequencies is basically finding the roots of 5th order + polynomials. + + The root so P(z) and Q(z) occur in symmetrical pairs at +/-w, hence + the name Line Spectrum Pairs (LSPs). + + To convert back to ak we just evaluate (1), "clocking" an impulse + thru it lpcrdr times gives us the impulse response of A(z) which is + {ak}. + +\*---------------------------------------------------------------------------*/ + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: cheb_poly_eva() + AUTHOR......: David Rowe + DATE CREATED: 24/2/93 + + This function evalutes a series of chebyshev polynomials + + FIXME: performing memory allocation at run time is very inefficient, + replace with stack variables of MAX_P size. + +\*---------------------------------------------------------------------------*/ + + +float cheb_poly_eva(float *coef,float x,int m) +/* float coef[] coefficients of the polynomial to be evaluated */ +/* float x the point where polynomial is to be evaluated */ +/* int m order of the polynomial */ +{ + int i; + float *T,*t,*u,*v,sum; + + /* Allocate memory for chebyshev series formulation */ + + if((T = (float *)malloc((m/2+1)*sizeof(float))) == NULL){ + fprintf(stderr, "not enough memory to allocate buffer\n"); + exit(1); + } + + /* Initialise pointers */ + + t = T; /* T[i-2] */ + *t++ = 1.0; + u = t--; /* T[i-1] */ + *u++ = x; + v = u--; /* T[i] */ + + /* Evaluate chebyshev series formulation using iterative approach */ + + for(i=2;i<=m/2;i++) + *v++ = (2*x)*(*u++) - *t++; /* T[i] = 2*x*T[i-1] - T[i-2] */ + + sum=0.0; /* initialise sum to zero */ + t = T; /* reset pointer */ + + /* Evaluate polynomial and return value also free memory space */ + + for(i=0;i<=m/2;i++) + sum+=coef[(m/2)-i]**t++; + + free(T); + return sum; +} + + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: lpc_to_lsp() + AUTHOR......: David Rowe + DATE CREATED: 24/2/93 + + This function converts LPC coefficients to LSP coefficients. + +\*---------------------------------------------------------------------------*/ + +int lpc_to_lsp (float *a, int lpcrdr, float *freq, int nb, float delta) +/* float *a lpc coefficients */ +/* int lpcrdr order of LPC coefficients (10) */ +/* float *freq LSP frequencies in radians */ +/* int nb number of sub-intervals (4) */ +/* float delta grid spacing interval (0.02) */ +{ + float psuml,psumr,psumm,temp_xr,xl,xr,xm; + float temp_psumr; + int i,j,m,flag,k; + float *Q; /* ptrs for memory allocation */ + float *P; + float *px; /* ptrs of respective P'(z) & Q'(z) */ + float *qx; + float *p; + float *q; + float *pt; /* ptr used for cheb_poly_eval() + whether P' or Q' */ + int roots=0; /* number of roots found */ + flag = 1; + m = lpcrdr/2; /* order of P'(z) & Q'(z) polynimials */ + + /* Allocate memory space for polynomials */ + + Q = (float *) malloc((m+1)*sizeof(float)); + P = (float *) malloc((m+1)*sizeof(float)); + if( (P == NULL) || (Q == NULL) ) { + fprintf(stderr,"not enough memory to allocate buffer\n"); + exit(1); + } + + /* determine P'(z)'s and Q'(z)'s coefficients where + P'(z) = P(z)/(1 + z^(-1)) and Q'(z) = Q(z)/(1-z^(-1)) */ + + px = P; /* initilaise ptrs */ + qx = Q; + p = px; + q = qx; + *px++ = 1.0; + *qx++ = 1.0; + for(i=1;i<=m;i++){ + *px++ = a[i]+a[lpcrdr+1-i]-*p++; + *qx++ = a[i]-a[lpcrdr+1-i]+*q++; + } + px = P; + qx = Q; + for(i=0;i= -1.0)){ + xr = xl - delta ; /* interval spacing */ + psumr = cheb_poly_eva(pt,xr,lpcrdr);/* poly(xl-delta_x) */ + temp_psumr = psumr; + temp_xr = xr; + + /* if no sign change increment xr and re-evaluate + poly(xr). Repeat til sign change. if a sign change has + occurred the interval is bisected and then checked again + for a sign change which determines in which interval the + zero lies in. If there is no sign change between poly(xm) + and poly(xl) set interval between xm and xr else set + interval between xl and xr and repeat till root is located + within the specified limits */ + + if((psumr*psuml)<0.0){ + roots++; + + psumm=psuml; + for(k=0;k<=nb;k++){ + xm = (xl+xr)/2; /* bisect the interval */ + psumm=cheb_poly_eva(pt,xm,lpcrdr); + if(psumm*psuml>0.){ + psuml=psumm; + xl=xm; + } + else{ + psumr=psumm; + xr=xm; + } + } + + /* once zero is found, reset initial interval to xr */ + freq[j] = (xm); + xl = xm; + flag = 0; /* reset flag for next search */ + } + else{ + psuml=temp_psumr; + xl=temp_xr; + } + } + } + free(P); /* free memory space */ + free(Q); + + /* convert from x domain to radians */ + + for(i=0; i +#include +#include + +/*---------------------------------------------------------------------------*\ + + DEFINES + +\*---------------------------------------------------------------------------*/ + +#define PMAX_M 600 /* maximum NLP analysis window size */ +#define COEFF 0.95 /* notch filter parameter */ +#define PE_FFT_SIZE 512 /* DFT size for pitch estimation */ +#define DEC 5 /* decimation factor */ +#define SAMPLE_RATE 8000 +#define PI 3.141592654 /* mathematical constant */ +#define T 0.1 /* threshold for local minima candidate */ +#define F0_MAX 500 +#define CNLP 0.3 /* post processor constant */ +#define NLP_NTAP 48 /* Decimation LPF order */ + +/*---------------------------------------------------------------------------*\ + + GLOBALS + +\*---------------------------------------------------------------------------*/ + +/* 48 tap 600Hz low pass FIR filter coefficients */ + +float nlp_fir[] = { + -1.0818124e-03, + -1.1008344e-03, + -9.2768838e-04, + -4.2289438e-04, + 5.5034190e-04, + 2.0029849e-03, + 3.7058509e-03, + 5.1449415e-03, + 5.5924666e-03, + 4.3036754e-03, + 8.0284511e-04, + -4.8204610e-03, + -1.1705810e-02, + -1.8199275e-02, + -2.2065282e-02, + -2.0920610e-02, + -1.2808831e-02, + 3.2204775e-03, + 2.6683811e-02, + 5.5520624e-02, + 8.6305944e-02, + 1.1480192e-01, + 1.3674206e-01, + 1.4867556e-01, + 1.4867556e-01, + 1.3674206e-01, + 1.1480192e-01, + 8.6305944e-02, + 5.5520624e-02, + 2.6683811e-02, + 3.2204775e-03, + -1.2808831e-02, + -2.0920610e-02, + -2.2065282e-02, + -1.8199275e-02, + -1.1705810e-02, + -4.8204610e-03, + 8.0284511e-04, + 4.3036754e-03, + 5.5924666e-03, + 5.1449415e-03, + 3.7058509e-03, + 2.0029849e-03, + 5.5034190e-04, + -4.2289438e-04, + -9.2768838e-04, + -1.1008344e-03, + -1.0818124e-03 +}; + +typedef struct { + float sq[PMAX_M]; /* squared speech samples */ + float mem_x,mem_y; /* memory for notch filter */ + float mem_fir[NLP_NTAP]; /* decimation FIR filter memory */ +} NLP; + +float post_process_mbe(COMP Fw[], int pmin, int pmax, float gmax); +float post_process_sub_multiples(COMP Fw[], + int pmin, int pmax, float gmax, int gmax_bin, + float *prev_Wo); + +/*---------------------------------------------------------------------------*\ + + nlp_create() + + Initialisation function for NLP pitch estimator. + +\*---------------------------------------------------------------------------*/ + +void *nlp_create() +{ + NLP *nlp; + int i; + + nlp = (NLP*)malloc(sizeof(NLP)); + if (nlp == NULL) + return NULL; + + for(i=0; isq[i] = 0.0; + nlp->mem_x = 0.0; + nlp->mem_y = 0.0; + for(i=0; imem_fir[i] = 0.0; + + return (void*)nlp; +} + +/*---------------------------------------------------------------------------*\ + + nlp_destory() + + Initialisation function for NLP pitch estimator. + +\*---------------------------------------------------------------------------*/ + +void nlp_destroy(void *nlp_state) +{ + assert(nlp_state != NULL); + free(nlp_state); +} + +/*---------------------------------------------------------------------------*\ + + nlp() + + Determines the pitch in samples using the Non Linear Pitch (NLP) + algorithm [1]. Returns the fundamental in Hz. Note that the actual + pitch estimate is for the centre of the M sample Sn[] vector, not + the current N sample input vector. This is (I think) a delay of 2.5 + frames with N=80 samples. You should align further analysis using + this pitch estimate to be centred on the middle of Sn[]. + + Two post processors have been tried, the MBE version (as discussed + in [1]), and a post processor that checks sub-multiples. Both + suffer occasional gross pitch errors (i.e. neither are perfect). In + the presence of background noise the sub-multiple algorithm tends + towards low F0 which leads to better sounding background noise than + the MBE post processor. + + A good way to test and develop the NLP pitch estimator is using the + tnlp (codec2/unittest) and the codec2/octave/plnlp.m Octave script. + + A pitch tracker searching a few frames forward and backward in time + would be a useful addition. + + References: + + [1] http://www.itr.unisa.edu.au/~steven/thesis/dgr.pdf Chapter 4 + +\*---------------------------------------------------------------------------*/ + +float nlp( + void *nlp_state, + float Sn[], /* input speech vector */ + int n, /* frames shift (no. new samples in Sn[]) */ + int m, /* analysis window size */ + int pmin, /* minimum pitch value */ + int pmax, /* maximum pitch value */ + float *pitch, /* estimated pitch period in samples */ + COMP Sw[], /* Freq domain version of Sn[] */ + float *prev_Wo +) +{ + NLP *nlp; + float notch; /* current notch filter output */ + COMP Fw[PE_FFT_SIZE]; /* DFT of squared signal */ + float gmax; + int gmax_bin; + int i,j; + float best_f0; + + assert(nlp_state != NULL); + nlp = (NLP*)nlp_state; + + /* Square, notch filter at DC, and LP filter vector */ + + for(i=m-n; isq[i] = Sn[i]*Sn[i]; + + for(i=m-n; isq[i] - nlp->mem_x; + notch += COEFF*nlp->mem_y; + nlp->mem_x = nlp->sq[i]; + nlp->mem_y = notch; + nlp->sq[i] = notch; + } + + for(i=m-n; imem_fir[j] = nlp->mem_fir[j+1]; + nlp->mem_fir[NLP_NTAP-1] = nlp->sq[i]; + + nlp->sq[i] = 0.0; + for(j=0; jsq[i] += nlp->mem_fir[j]*nlp_fir[j]; + } + + /* Decimate and DFT */ + + for(i=0; isq[i*DEC]*(0.5 - 0.5*cos(2*PI*i/(m/DEC-1))); + } + dump_dec(Fw); + four1(&Fw[-1].imag,PE_FFT_SIZE,1); + for(i=0; isq); + dump_Fw(Fw); + + /* find global peak */ + + gmax = 0.0; + gmax_bin = PE_FFT_SIZE*DEC/pmax; + for(i=PE_FFT_SIZE*DEC/pmax; i<=PE_FFT_SIZE*DEC/pmin; i++) { + if (Fw[i].real > gmax) { + gmax = Fw[i].real; + gmax_bin = i; + } + } + + best_f0 = post_process_sub_multiples(Fw, pmin, pmax, gmax, gmax_bin, + prev_Wo); + + /* Shift samples in buffer to make room for new samples */ + + for(i=0; isq[i] = nlp->sq[i+n]; + + /* return pitch and F0 estimate */ + + *pitch = (float)SAMPLE_RATE/best_f0; + return(best_f0); +} + +/*---------------------------------------------------------------------------*\ + + post_process_sub_multiples() + + Given the global maximma of Fw[] we search interger submultiples for + local maxima. If local maxima exist and they are above an + experimentally derived threshold (OK a magic number I pulled out of + the air) we choose the submultiple as the F0 estimate. + + The rational for this is that the lowest frequency peak of Fw[] + should be F0, as Fw[] can be considered the autocorrelation function + of Sw[] (the speech spectrum). However sometimes due to phase + effects the lowest frequency maxima may not be the global maxima. + + This works OK in practice and favours low F0 values in the presence + of background noise which means the sinusoidal codec does an OK job + of synthesising the background noise. High F0 in background noise + tends to sound more periodic introducing annoying artifacts. + +\*---------------------------------------------------------------------------*/ + +float post_process_sub_multiples(COMP Fw[], + int pmin, int pmax, float gmax, int gmax_bin, + float *prev_Wo) +{ + int min_bin, cmax_bin; + int mult; + float thresh, best_f0; + int b, bmin, bmax, lmax_bin; + float lmax, cmax; + int prev_f0_bin; + + /* post process estimate by searching submultiples */ + + mult = 2; + min_bin = PE_FFT_SIZE*DEC/pmax; + cmax_bin = gmax_bin; + prev_f0_bin = *prev_Wo*(4000.0/PI)*(PE_FFT_SIZE*DEC)/SAMPLE_RATE; + + while(gmax_bin/mult >= min_bin) { + + b = gmax_bin/mult; /* determine search interval */ + bmin = 0.8*b; + bmax = 1.2*b; + if (bmin < min_bin) + bmin = min_bin; + + /* lower threshold to favour previous frames pitch estimate, + this is a form of pitch tracking */ + + if ((prev_f0_bin > bmin) && (prev_f0_bin < bmax)) + thresh = CNLP*0.5*gmax; + else + thresh = CNLP*gmax; + + lmax = 0; + lmax_bin = bmin; + for (b=bmin; b<=bmax; b++) /* look for maximum in interval */ + if (Fw[b].real > lmax) { + lmax = Fw[b].real; + lmax_bin = b; + } + + if (lmax > thresh) + if ((lmax > Fw[lmax_bin-1].real) && (lmax > Fw[lmax_bin+1].real)) { + cmax = lmax; + cmax_bin = lmax_bin; + } + + mult++; + } + + best_f0 = (float)cmax_bin*SAMPLE_RATE/(PE_FFT_SIZE*DEC); + + return best_f0; +} + diff --git a/libs/libcodec2/src/nlp.h b/libs/libcodec2/src/nlp.h new file mode 100644 index 0000000000..eaaae97052 --- /dev/null +++ b/libs/libcodec2/src/nlp.h @@ -0,0 +1,38 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: nlp.c + AUTHOR......: David Rowe + DATE CREATED: 23/3/93 + + Non Linear Pitch (NLP) estimation functions. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __NLP__ +#define __NLP__ + +void *nlp_create(); +void nlp_destroy(void *nlp_state); +float nlp(void *nlp_state, float Sn[], int n, int m, int pmin, int pmax, + float *pitch, COMP Sw[], float *prev_Wo); +float test_candidate_mbe(COMP Sw[], float f0, COMP Sw_[]); + +#endif diff --git a/libs/libcodec2/src/pack.c b/libs/libcodec2/src/pack.c new file mode 100644 index 0000000000..2cbff4438a --- /dev/null +++ b/libs/libcodec2/src/pack.c @@ -0,0 +1,104 @@ +/* + Copyright (C) 2010 Perens LLC + + 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 . + + */ +#include "defines.h" +#include "quantise.h" +#include + +/* Compile-time constants */ +/* Size of unsigned char in bits. Assumes 8 bits-per-char. */ +static const unsigned int WordSize = 8; + +/* Mask to pick the bit component out of bitIndex. */ +static const unsigned int IndexMask = 0x7; + +/* Used to pick the word component out of bitIndex. */ +static const unsigned int ShiftRight = 3; + +/** Pack a bit field into a bit string, encoding the field in Gray code. + * + * The output is an array of unsigned char data. The fields are efficiently + * packed into the bit string. The Gray coding is a naive attempt to reduce + * the effect of single-bit errors, we expect to do a better job as the + * codec develops. + * + * This code would be simpler if it just set one bit at a time in the string, + * but would hit the same cache line more often. I'm not sure the complexity + * gains us anything here. + * + * Although field is currently of int type rather than unsigned for + * compatibility with the rest of the code, indices are always expected to + * be >= 0. + */ +void +pack( + unsigned char * bitArray, /* The output bit string. */ + unsigned int * bitIndex, /* Index into the string in BITS, not bytes.*/ + int field, /* The bit field to be packed. */ + unsigned int fieldWidth/* Width of the field in BITS, not bytes. */ + ) +{ + /* Convert the field to Gray code */ + field = (field >> 1) ^ field; + + do { + unsigned int bI = *bitIndex; + unsigned int bitsLeft = WordSize - (bI & IndexMask); + unsigned int sliceWidth = + bitsLeft < fieldWidth ? bitsLeft : fieldWidth; + unsigned int wordIndex = bI >> ShiftRight; + + bitArray[wordIndex] |= + ((unsigned char)((field >> (fieldWidth - sliceWidth)) + << (bitsLeft - sliceWidth))); + + *bitIndex = bI + sliceWidth; + fieldWidth -= sliceWidth; + } while ( fieldWidth != 0 ); +} + +/** Unpack a field from a bit string, converting from Gray code to binary. + * + */ +int +unpack( + const unsigned char * bitArray, /* The input bit string. */ + unsigned int * bitIndex, /* Index into the string in BITS, not bytes.*/ + unsigned int fieldWidth/* Width of the field in BITS, not bytes. */ + ) +{ + unsigned int field = 0; + + do { + unsigned int bI = *bitIndex; + unsigned int bitsLeft = WordSize - (bI & IndexMask); + unsigned int sliceWidth = + bitsLeft < fieldWidth ? bitsLeft : fieldWidth; + + field |= (((bitArray[bI >> ShiftRight] >> (bitsLeft - sliceWidth)) & ((1 << sliceWidth) - 1)) << (fieldWidth - sliceWidth)); + + *bitIndex = bI + sliceWidth; + fieldWidth -= sliceWidth; + } while ( fieldWidth != 0 ); + + /* Convert from Gray code to binary. Works for maximum 8-bit fields. */ + unsigned int t = field ^ (field >> 8); + t ^= (t >> 4); + t ^= (t >> 2); + t ^= (t >> 1); + return t; +} diff --git a/libs/libcodec2/src/phase.c b/libs/libcodec2/src/phase.c new file mode 100644 index 0000000000..83fd680e79 --- /dev/null +++ b/libs/libcodec2/src/phase.c @@ -0,0 +1,254 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: phase.c + AUTHOR......: David Rowe + DATE CREATED: 1/2/09 + + Functions for modelling and synthesising phase. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include "defines.h" +#include "phase.h" +#include "four1.h" + +#include +#include +#include +#include + +#define VTHRESH 4.0 + +/*---------------------------------------------------------------------------*\ + + aks_to_H() + + Samples the complex LPC synthesis filter spectrum at the harmonic + frequencies. + +\*---------------------------------------------------------------------------*/ + +void aks_to_H( + MODEL *model, /* model parameters */ + float aks[], /* LPC's */ + float G, /* energy term */ + COMP H[], /* complex LPC spectral samples */ + int order +) +{ + COMP Pw[FFT_DEC]; /* power spectrum */ + int i,m; /* loop variables */ + int am,bm; /* limits of current band */ + float r; /* no. rads/bin */ + float Em; /* energy in band */ + float Am; /* spectral amplitude sample */ + int b; /* centre bin of harmonic */ + float phi_; /* phase of LPC spectra */ + + r = TWO_PI/(FFT_DEC); + + /* Determine DFT of A(exp(jw)) ------------------------------------------*/ + + for(i=0; iL; m++) { + am = floor((m - 0.5)*model->Wo/r + 0.5); + bm = floor((m + 0.5)*model->Wo/r + 0.5); + b = floor(m*model->Wo/r + 0.5); + + Em = 0.0; + for(i=am; iWo)*N/2; + */ + + ex_phase[0] += (model->Wo)*N; + ex_phase[0] -= TWO_PI*floor(ex_phase[0]/TWO_PI + 0.5); + + for(m=1; m<=model->L; m++) { + + /* generate excitation */ + + if (model->voiced) { + /* This method of adding jitter really helped remove the clicky + sound in low pitched makes like hts1a. This moves the onset + of each harmonic over at +/- 0.25 of a sample. + */ + jitter = 0.25*(1.0 - 2.0*rand()/RAND_MAX); + Ex[m].real = cos(ex_phase[0]*m - jitter*model->Wo*m); + Ex[m].imag = sin(ex_phase[0]*m - jitter*model->Wo*m); + } + else { + + /* When a few samples were tested I found that LPC filter + phase is not needed in the unvoiced case, but no harm in + keeping it. + */ + float phi = TWO_PI*(float)rand()/RAND_MAX; + Ex[m].real = cos(phi); + Ex[m].imag = sin(phi); + } + + /* filter using LPC filter */ + + A_[m].real = H[m].real*Ex[m].real - H[m].imag*Ex[m].imag; + A_[m].imag = H[m].imag*Ex[m].real + H[m].real*Ex[m].imag; + + /* modify sinusoidal phase */ + + new_phi = atan2(A_[m].imag, A_[m].real+1E-12); + model->phi[m] = new_phi; + } + +} diff --git a/libs/libcodec2/src/phase.h b/libs/libcodec2/src/phase.h new file mode 100644 index 0000000000..6dbf3fa2d6 --- /dev/null +++ b/libs/libcodec2/src/phase.h @@ -0,0 +1,34 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: phase.h + AUTHOR......: David Rowe + DATE CREATED: 1/2/09 + + Functions for modelling phase. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __PHASE__ +#define __PHASE__ + +void phase_synth_zero_order(MODEL *model, float aks[], float *ex_phase); + +#endif diff --git a/libs/libcodec2/src/postfilter.c b/libs/libcodec2/src/postfilter.c new file mode 100644 index 0000000000..6dad76b1e1 --- /dev/null +++ b/libs/libcodec2/src/postfilter.c @@ -0,0 +1,131 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: postfilter.c + AUTHOR......: David Rowe + DATE CREATED: 13/09/09 + + Postfilter to improve sound quality for speech with high levels of + background noise. Unlike mixed-excitation models requires no bits + to be transmitted to handle background noise. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include +#include +#include + +#include "defines.h" +#include "dump.h" +#include "postfilter.h" + +/*---------------------------------------------------------------------------*\ + + DEFINES + +\*---------------------------------------------------------------------------*/ + +#define BG_THRESH 40.0 /* only consider low levels signals for bg_est */ +#define BG_BETA 0.1 /* averaging filter constant */ + +/*---------------------------------------------------------------------------*\ + + postfilter() + + The post filter is designed to help with speech corrupted by + background noise. The zero phase model tends to make speech with + background noise sound "clicky". With high levels of background + noise the low level inter-formant parts of the spectrum will contain + noise rather than speech harmonics, so modelling them as voiced + (i.e. a continuous, non-random phase track) is inaccurate. + + Some codecs (like MBE) have a mixed voicing model that breaks the + spectrum into voiced and unvoiced regions. Several bits/frame + (5-12) are required to transmit the frequency selective voicing + information. Mixed excitation also requires accurate voicing + estimation (parameter estimators always break occasionally under + exceptional condition). + + In our case we use a post filter approach which requires no + additional bits to be transmitted. The decoder measures the average + level of the background noise during unvoiced frames. If a harmonic + is less than this level it is made unvoiced by randomising it's + phases. + + This idea is rather experimental. Some potential problems that may + happen: + + 1/ If someone says "aaaaaaaahhhhhhhhh" will background estimator track + up to speech level? This would be a bad thing. + + 2/ If background noise suddenly dissapears from the source speech does + estimate drop quickly? What is noise suddenly re-appears? + + 3/ Background noise with a non-flat sepctrum. Current algorithm just + comsiders scpetrum as a whole, but this could be broken up into + bands, each with their own estimator. + + 4/ Males and females with the same level of background noise. Check + performance the same. Changing Wo affects width of each band, may + affect bg energy estimates. + + 5/ Not sure what happens during long periods of voiced speech + e.g. "sshhhhhhh" + +\*---------------------------------------------------------------------------*/ + +void postfilter( + MODEL *model, + float *bg_est +) +{ + int m, uv; + float e; + + /* determine average energy across spectrum */ + + e = 0.0; + for(m=1; m<=model->L; m++) + e += model->A[m]*model->A[m]; + + e = 10.0*log10(e/model->L); + + /* If beneath threhold, update bg estimate. The idea + of the threshold is to prevent updating during high level + speech. */ + + if ((e < BG_THRESH) && !model->voiced) + *bg_est = *bg_est*(1.0 - BG_BETA) + e*BG_BETA; + + /* now mess with phases during voiced frames to make any harmonics + less then our background estimate unvoiced. + */ + + uv = 0; + if (model->voiced) + for(m=1; m<=model->L; m++) + if (20.0*log10(model->A[m]) < *bg_est) { + model->phi[m] = TWO_PI*(float)rand()/RAND_MAX; + uv++; + } + + dump_bg(e, *bg_est, 100.0*uv/model->L); + +} diff --git a/libs/libcodec2/src/postfilter.h b/libs/libcodec2/src/postfilter.h new file mode 100644 index 0000000000..d4dd4ae053 --- /dev/null +++ b/libs/libcodec2/src/postfilter.h @@ -0,0 +1,34 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: postfilter.h + AUTHOR......: David Rowe + DATE CREATED: 13/09/09 + + Postfilter header file. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __POSTFILTER__ +#define __POSTFILTER__ + +void postfilter(MODEL *model, float *bg_est); + +#endif diff --git a/libs/libcodec2/src/quantise.c b/libs/libcodec2/src/quantise.c new file mode 100644 index 0000000000..a1cd728112 --- /dev/null +++ b/libs/libcodec2/src/quantise.c @@ -0,0 +1,868 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: quantise.c + AUTHOR......: David Rowe + DATE CREATED: 31/5/92 + + Quantisation functions for the sinusoidal coder. + +\*---------------------------------------------------------------------------*/ + +/* + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#include +#include +#include +#include +#include +#include + +#include "defines.h" +#include "dump.h" +#include "quantise.h" +#include "lpc.h" +#include "lsp.h" +#include "four1.h" +#include "codebook.h" + +#define LSP_DELTA1 0.01 /* grid spacing for LSP root searches */ +#define MAX_CB 20 /* max number of codebooks */ + +/* describes each codebook */ + +typedef struct { + int k; /* dimension of vector */ + int log2m; /* number of bits in m */ + int m; /* elements in codebook */ + float *fn; /* file name of text file storing the VQ */ +} LSP_CB; + +/* lsp_q describes entire quantiser made up of several codebooks */ + +#ifdef OLDER +/* 10+10+6+6 = 32 bit LSP difference split VQ */ + +LSP_CB lsp_q[] = { + {3, 1024, "/usr/src/freeswitch/libs/libcodec2-1.0/unittest/lspd123.txt"}, + {3, 1024, "/usr/src/freeswitch/libs/libcodec2-1.0/unittest/lspd456.txt"}, + {2, 64, "/usr/src/freeswitch/libs/libcodec2-1.0/unittest/lspd78.txt"}, + {2, 64, "/usr/src/freeswitch/libs/libcodec2-1.0/unittest/lspd910.txt"}, + {0, 0, ""} +}; +#endif + +LSP_CB lsp_q[] = { + {1,4,16, codebook_lsp1 }, + {1,4,16, codebook_lsp2 }, + {1,4,16, codebook_lsp3 }, + {1,4,16, codebook_lsp4 }, + {1,4,16, codebook_lsp5 }, + {1,4,16, codebook_lsp6 }, + {1,4,16, codebook_lsp7 }, + {1,3,8, codebook_lsp8 }, + {1,3,8, codebook_lsp9 }, + {1,2,4, codebook_lsp10 }, + {0,0,0, NULL }, +}; + +/* ptr to each codebook */ + +static float *plsp_cb[MAX_CB]; + +/*---------------------------------------------------------------------------*\ + + FUNCTION HEADERS + +\*---------------------------------------------------------------------------*/ + +float speech_to_uq_lsps(float lsp[], float ak[], float Sn[], float w[], + int order); + +/*---------------------------------------------------------------------------*\ + + FUNCTIONS + +\*---------------------------------------------------------------------------*/ + +int lsp_bits(int i) { + return lsp_q[i].log2m; +} + +/*---------------------------------------------------------------------------*\ + + quantise_uniform + + Simulates uniform quantising of a float. + +\*---------------------------------------------------------------------------*/ + +void quantise_uniform(float *val, float min, float max, int bits) +{ + int levels = 1 << (bits-1); + float norm; + int index; + + /* hard limit to quantiser range */ + + printf("min: %f max: %f val: %f ", min, max, val[0]); + if (val[0] < min) val[0] = min; + if (val[0] > max) val[0] = max; + + norm = (*val - min)/(max-min); + printf("%f norm: %f ", val[0], norm); + index = fabs(levels*norm + 0.5); + + *val = min + index*(max-min)/levels; + + printf("index %d val_: %f\n", index, val[0]); +} + +/*---------------------------------------------------------------------------*\ + + lspd_quantise + + Simulates differential lsp quantiser + +\*---------------------------------------------------------------------------*/ + +void lsp_quantise( + float lsp[], + float lsp_[], + int order +) +{ + int i; + float dlsp[LPC_MAX]; + float dlsp_[LPC_MAX]; + + dlsp[0] = lsp[0]; + for(i=1; i {Am} LPC decode */ + + return snr; +} + +/*---------------------------------------------------------------------------*\ + + aks_to_M2() + + Transforms the linear prediction coefficients to spectral amplitude + samples. This function determines A(m) from the average energy per + band using an FFT. + +\*---------------------------------------------------------------------------*/ + +void aks_to_M2( + float ak[], /* LPC's */ + int order, + MODEL *model, /* sinusoidal model parameters for this frame */ + float E, /* energy term */ + float *snr, /* signal to noise ratio for this frame in dB */ + int dump /* true to dump sample to dump file */ +) +{ + COMP Pw[FFT_DEC]; /* power spectrum */ + int i,m; /* loop variables */ + int am,bm; /* limits of current band */ + float r; /* no. rads/bin */ + float Em; /* energy in band */ + float Am; /* spectral amplitude sample */ + float signal, noise; + + r = TWO_PI/(FFT_DEC); + + /* Determine DFT of A(exp(jw)) --------------------------------------------*/ + + for(i=0; iL; m++) { + am = floor((m - 0.5)*model->Wo/r + 0.5); + bm = floor((m + 0.5)*model->Wo/r + 0.5); + Em = 0.0; + + for(i=am; iA[m],2.0); + noise += pow(model->A[m] - Am,2.0); + model->A[m] = Am; + } + *snr = 10.0*log10(signal/noise); +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: encode_Wo() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Encodes Wo using a WO_LEVELS quantiser. + +\*---------------------------------------------------------------------------*/ + +int encode_Wo(float Wo) +{ + int index; + float Wo_min = TWO_PI/P_MAX; + float Wo_max = TWO_PI/P_MIN; + float norm; + + norm = (Wo - Wo_min)/(Wo_max - Wo_min); + index = floor(WO_LEVELS * norm + 0.5); + if (index < 0 ) index = 0; + if (index > (WO_LEVELS-1)) index = WO_LEVELS-1; + + return index; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: decode_Wo() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Decodes Wo using a WO_LEVELS quantiser. + +\*---------------------------------------------------------------------------*/ + +float decode_Wo(int index) +{ + float Wo_min = TWO_PI/P_MAX; + float Wo_max = TWO_PI/P_MIN; + float step; + float Wo; + + step = (Wo_max - Wo_min)/WO_LEVELS; + Wo = Wo_min + step*(index); + + return Wo; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: speech_to_uq_lsps() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Analyse a windowed frame of time domain speech to determine LPCs + which are the converted to LSPs for quantisation and transmission + over the channel. + +\*---------------------------------------------------------------------------*/ + +float speech_to_uq_lsps(float lsp[], + float ak[], + float Sn[], + float w[], + int order +) +{ + int i, roots; + float Wn[M]; + float R[LPC_MAX+1]; + float E; + + for(i=0; iA[1]) - 20.0*log10(tmp.A[1])); + if (E1 > 6.0) + return 1; + else + return 0; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: apply_lpc_correction() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Apply first harmonic LPC correction at decoder. + +\*---------------------------------------------------------------------------*/ + +void apply_lpc_correction(MODEL *model, int lpc_correction) +{ + if (lpc_correction) { + if (model->Wo < (PI*150.0/4000)) { + model->A[1] *= 0.032; + } + } +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: encode_energy() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Encodes LPC energy using an E_LEVELS quantiser. + +\*---------------------------------------------------------------------------*/ + +int encode_energy(float e) +{ + int index; + float e_min = E_MIN_DB; + float e_max = E_MAX_DB; + float norm; + + e = 10.0*log10(e); + norm = (e - e_min)/(e_max - e_min); + index = floor(E_LEVELS * norm + 0.5); + if (index < 0 ) index = 0; + if (index > (E_LEVELS-1)) index = E_LEVELS-1; + + return index; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: decode_energy() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Decodes energy using a WO_BITS quantiser. + +\*---------------------------------------------------------------------------*/ + +float decode_energy(int index) +{ + float e_min = E_MIN_DB; + float e_max = E_MAX_DB; + float step; + float e; + + step = (e_max - e_min)/E_LEVELS; + e = e_min + step*(index); + e = pow(10.0,e/10.0); + + return e; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: encode_amplitudes() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Time domain LPC is used model the amplitudes which are then + converted to LSPs and quantised. So we don't actually encode the + amplitudes directly, rather we derive an equivalent representation + from the time domain speech. + +\*---------------------------------------------------------------------------*/ + +void encode_amplitudes(int lsp_indexes[], + int *lpc_correction, + int *energy_index, + MODEL *model, + float Sn[], + float w[]) +{ + float lsps[LPC_ORD]; + float ak[LPC_ORD+1]; + float e; + + e = speech_to_uq_lsps(lsps, ak, Sn, w, LPC_ORD); + encode_lsps(lsp_indexes, lsps, LPC_ORD); + *lpc_correction = need_lpc_correction(model, ak, e); + *energy_index = encode_energy(e); +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: decode_amplitudes() + AUTHOR......: David Rowe + DATE CREATED: 22/8/2010 + + Given the amplitude quantiser indexes recovers the harmonic + amplitudes. + +\*---------------------------------------------------------------------------*/ + +float decode_amplitudes(MODEL *model, + float ak[], + int lsp_indexes[], + int lpc_correction, + int energy_index +) +{ + float lsps[LPC_ORD]; + float e; + float snr; + + decode_lsps(lsps, lsp_indexes, LPC_ORD); + bw_expand_lsps(lsps, LPC_ORD); + lsp_to_lpc(lsps, ak, LPC_ORD); + e = decode_energy(energy_index); + aks_to_M2(ak, LPC_ORD, model, e, &snr, 1); + apply_lpc_correction(model, lpc_correction); + + return snr; +} diff --git a/libs/libcodec2/src/quantise.h b/libs/libcodec2/src/quantise.h new file mode 100644 index 0000000000..ded7645381 --- /dev/null +++ b/libs/libcodec2/src/quantise.h @@ -0,0 +1,84 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: quantise.h + AUTHOR......: David Rowe + DATE CREATED: 31/5/92 + + Quantisation functions for the sinusoidal coder. + +\*---------------------------------------------------------------------------*/ + +/* + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2.1, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#ifndef __QUANTISE__ +#define __QUANTISE__ + +#define WO_BITS 7 +#define WO_LEVELS (1< +#include +#include + +#include "defines.h" +#include "sine.h" +#include "four1.h" + +/*---------------------------------------------------------------------------*\ + + HEADERS + +\*---------------------------------------------------------------------------*/ + +void hs_pitch_refinement(MODEL *model, COMP Sw[], float pmin, float pmax, + float pstep); + +/*---------------------------------------------------------------------------*\ + + FUNCTIONS + +\*---------------------------------------------------------------------------*/ + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: make_analysis_window + AUTHOR......: David Rowe + DATE CREATED: 11/5/94 + + Init function that generates the time domain analysis window and it's DFT. + +\*---------------------------------------------------------------------------*/ + +void make_analysis_window(float w[],COMP W[]) +{ + float m; + COMP temp; + int i,j; + + /* + Generate Hamming window centered on M-sample pitch analysis window + + 0 M/2 M-1 + |-------------|-------------| + |-------|-------| + NW samples + + All our analysis/synthsis is centred on the M/2 sample. + */ + + m = 0.0; + for(i=0; iWo + 5; + pmin = TWO_PI/model->Wo - 5; + pstep = 1.0; + hs_pitch_refinement(model,Sw,pmin,pmax,pstep); + + /* Fine refinement */ + + pmax = TWO_PI/model->Wo + 1; + pmin = TWO_PI/model->Wo - 1; + pstep = 0.25; + hs_pitch_refinement(model,Sw,pmin,pmax,pstep); + + /* Limit range */ + + if (model->Wo < TWO_PI/P_MAX) + model->Wo = TWO_PI/P_MAX; + if (model->Wo > TWO_PI/P_MIN) + model->Wo = TWO_PI/P_MIN; + + model->L = floor(PI/model->Wo); +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: hs_pitch_refinement + AUTHOR......: David Rowe + DATE CREATED: 27/5/94 + + Harmonic sum pitch refinement function. + + pmin pitch search range minimum + pmax pitch search range maximum + step pitch search step size + model current pitch estimate in model.Wo + + model refined pitch estimate in model.Wo + +\*---------------------------------------------------------------------------*/ + +void hs_pitch_refinement(MODEL *model, COMP Sw[], float pmin, float pmax, float pstep) +{ + int m; /* loop variable */ + int b; /* bin for current harmonic centre */ + float E; /* energy for current pitch*/ + float Wo; /* current "test" fundamental freq. */ + float Wom; /* Wo that maximises E */ + float Em; /* mamimum energy */ + float r; /* number of rads/bin */ + float p; /* current pitch */ + + /* Initialisation */ + + model->L = PI/model->Wo; /* use initial pitch est. for L */ + Wom = model->Wo; + Em = 0.0; + r = TWO_PI/FFT_ENC; + + /* Determine harmonic sum for a range of Wo values */ + + for(p=pmin; p<=pmax; p+=pstep) { + E = 0.0; + Wo = TWO_PI/p; + + /* Sum harmonic magnitudes */ + + for(m=1; m<=model->L; m++) { + b = floor(m*Wo/r + 0.5); + E += Sw[b].real*Sw[b].real + Sw[b].imag*Sw[b].imag; + } + + /* Compare to see if this is a maximum */ + + if (E > Em) { + Em = E; + Wom = Wo; + } + } + + model->Wo = Wom; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: estimate_amplitudes + AUTHOR......: David Rowe + DATE CREATED: 27/5/94 + + Estimates the complex amplitudes of the harmonics. + +\*---------------------------------------------------------------------------*/ + +void estimate_amplitudes(MODEL *model, COMP Sw[], COMP W[]) +{ + int i,m; /* loop variables */ + int am,bm; /* bounds of current harmonic */ + int b; /* DFT bin of centre of current harmonic */ + float den; /* denominator of amplitude expression */ + float r; /* number of rads/bin */ + int offset; + COMP Am; + + r = TWO_PI/FFT_ENC; + + for(m=1; m<=model->L; m++) { + den = 0.0; + am = floor((m - 0.5)*model->Wo/r + 0.5); + bm = floor((m + 0.5)*model->Wo/r + 0.5); + b = floor(m*model->Wo/r + 0.5); + + /* Estimate ampltude of harmonic */ + + den = 0.0; + Am.real = Am.imag = 0.0; + for(i=am; iWo/r + 0.5); + Am.real += Sw[i].real*W[offset].real; + Am.imag += Sw[i].imag*W[offset].real; + } + + model->A[m] = sqrt(den); + + /* Estimate phase of harmonic */ + + model->phi[m] = atan2(Sw[b].imag,Sw[b].real); + } +} + +/*---------------------------------------------------------------------------*\ + + est_voicing_mbe() + + Returns the error of the MBE cost function for a fiven F0. + + Note: I think a lot of the operations below can be simplified as + W[].imag = 0 and has been normalised such that den always equals 1. + +\*---------------------------------------------------------------------------*/ + +float est_voicing_mbe( + MODEL *model, + COMP Sw[], + COMP W[], + float f0, + COMP Sw_[] /* DFT of all voiced synthesised signal for f0 */ + /* useful for debugging/dump file */ +) +{ + int i,l,al,bl,m; /* loop variables */ + COMP Am; /* amplitude sample for this band */ + int offset; /* centers Hw[] about current harmonic */ + float den; /* denominator of Am expression */ + float error; /* accumulated error between originl and synthesised */ + float Wo; /* current "test" fundamental freq. */ + int L; + float sig, snr; + + sig = 0.0; + for(l=1; l<=model->L/4; l++) { + sig += model->A[l]*model->A[l]; + } + + for(i=0; i V_THRESH) + model->voiced = 1; + else + model->voiced = 0; + + return snr; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: make_synthesis_window + AUTHOR......: David Rowe + DATE CREATED: 11/5/94 + + Init function that generates the trapezoidal (Parzen) sythesis window. + +\*---------------------------------------------------------------------------*/ + +void make_synthesis_window(float Pn[]) +{ + int i; + float win; + + /* Generate Parzen window in time domain */ + + win = 0.0; + for(i=0; iL; l++) { + b = floor(l*model->Wo*FFT_DEC/TWO_PI + 0.5); + Sw_[b].real = model->A[l]*cos(model->phi[l]); + Sw_[b].imag = model->A[l]*sin(model->phi[l]); + Sw_[FFT_DEC-b].real = Sw_[b].real; + Sw_[FFT_DEC-b].imag = -Sw_[b].imag; + } + + /* Perform inverse DFT */ + + four1(&Sw_[-1].imag,FFT_DEC,1); + + /* Overlap add to previous samples */ + + for(i=0; i +#include +#include + +void scan_line(FILE *fp, float f[], int n); + +int main(int argc, char *argv[]) { + FILE *ftext; /* text file of vectors */ + FILE *ffloat; /* float file of vectors */ + int st,en; /* start and end values of vector to copy */ + float *buf; /* ptr to vector read from ftext */ + long lines; /* lines read so far */ + + if (argc != 5) { + printf("usage: extract TextFile FloatFile start end\n"); + exit(0); + } + + /* read command line arguments and open files */ + + ftext = fopen(argv[1],"rt"); + if (ftext == NULL) { + printf("Error opening text file: %s\n",argv[1]); + exit(1); + } + + ffloat = fopen(argv[2],"wb"); + if (ffloat == NULL) { + printf("Error opening float file: %s\n",argv[2]); + exit(1); + } + + st = atoi(argv[3]); + en = atoi(argv[4]); + + buf = (float*)malloc(en*sizeof(float)); + if (buf == NULL) { + printf("Error in malloc()\n"); + exit(1); + } + + lines = 0; + while(!feof(ftext)) { + scan_line(ftext, buf, en); + fwrite(&buf[st-1], sizeof(float), en-st+1, ffloat); + printf("\r%ld lines",lines++); + } + printf("\n"); + + /* clean up and exit */ + + free(buf); + fclose(ftext); + fclose(ffloat); + + return 0; +} + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: scan_line() + + AUTHOR......: David Rowe + DATE CREATED: 20/2/95 + + This function reads a vector of floats from a line in a text file. + +\*---------------------------------------------------------------------------*/ + +void scan_line(FILE *fp, float f[], int n) +/* FILE *fp; file ptr to text file */ +/* float f[]; array of floats to return */ +/* int n; number of floats in line */ +{ + char s[MAX_STR]; + char *ps,*pe; + int i; + + fgets(s,MAX_STR,fp); + ps = pe = s; + for(i=0; i +#include +#include +#include +#include "lpc.h" /* LPC analysis functions */ +#include "lsp.h" /* LSP encode/decode functions */ + +int switch_present(sw,argc,argv) + char sw[]; /* switch in string form */ + int argc; /* number of command line arguments */ + char *argv[]; /* array of command line arguments in string form */ +{ + int i; /* loop variable */ + + for(i=1; i THRESH) { + af++; + printf("Active Frame: %ld unstables: %d\n",af, unstables); + + find_aks(Sn, ak, NW, P, &Eres); + roots = lpc_to_lsp(&ak[1], P , lsp, 5, LSP_DELTA1); + if (roots == P) { + if (lspd) { + fprintf(flsp,"%f ",lsp[0]); + for(i=1; i +#include +#include + +#define N 160 +#define P 10 + +int main(int argc, char *argv[]) +{ + FILE *fin,*fres; /* input and output files */ + short buf[N]; /* buffer of 16 bit speech samples */ + float Sn[P+N]; /* input speech samples */ + float res[N]; /* residual after LPC filtering */ + float E; + float ak[P+1]; /* LP coeffs */ + + int frames; /* frames processed so far */ + int i; /* loop variables */ + + if (argc < 3) { + printf("usage: %s InputFile ResidualFile\n", argv[0]); + exit(0); + } + + /* Open files */ + + if ((fin = fopen(argv[1],"rb")) == NULL) { + printf("Error opening input file: %s\n",argv[1]); + exit(0); + } + + if ((fres = fopen(argv[2],"wb")) == NULL) { + printf("Error opening output residual file: %s\n",argv[2]); + exit(0); + } + + /* Initialise */ + + frames = 0; + for(i=0; i +#include +#include +#include +#include +#include + +#define N 160 +#define P 10 + +#define LPC_FLOOR 0.0002 /* autocorrelation floor */ +#define LSP_DELTA1 0.2 /* grid spacing for LSP root searches */ +#define NDFT 256 /* DFT size for SD calculation */ + +/* Speex lag window */ + +const float lag_window[11] = { + 1.00000, 0.99716, 0.98869, 0.97474, 0.95554, 0.93140, 0.90273, 0.86998, + 0.83367, 0.79434, 0.75258 +}; + +/*---------------------------------------------------------------------------*\ + + find_aks_for_lsp() + + This function takes a frame of samples, and determines the linear + prediction coefficients for that frame of samples. Modified version of + find_aks from lpc.c to include autocorrelation noise floor and lag window + to match Speex processing steps prior to LSP conversion. + +\*---------------------------------------------------------------------------*/ + +void find_aks_for_lsp( + float Sn[], /* Nsam samples with order sample memory */ + float a[], /* order+1 LPCs with first coeff 1.0 */ + int Nsam, /* number of input speech samples */ + int order, /* order of the LPC analysis */ + float *E /* residual energy */ +) +{ + float Wn[N]; /* windowed frame of Nsam speech samples */ + float R[P+1]; /* order+1 autocorrelation values of Sn[] */ + int i; + + hanning_window(Sn,Wn,Nsam); + + autocorrelate(Wn,R,Nsam,order); + R[0] += LPC_FLOOR; + assert(order == 10); /* lag window only defined for order == 10 */ + for(i=0; i<=order; i++) + R[i] *= lag_window[i]; + levinson_durbin(R,a,order); + + *E = 0.0; + for(i=0; i<=order; i++) + *E += a[i]*R[i]; + if (*E < 0.0) + *E = 1E-12; +} + +/*---------------------------------------------------------------------------*\ + + MAIN + +\*---------------------------------------------------------------------------*/ + +int main(int argc, char *argv[]) +{ + FILE *fin; /* input speech files */ + short buf[N]; /* buffer of 16 bit speech samples */ + float Sn[P+N]; /* input speech samples */ + float E; + float ak[P+1]; /* LP coeffs */ + float ak_[P+1]; /* quantised LP coeffs */ + float lsp[P]; + float lsp_[P]; /* quantised LSPs */ + int roots; /* number of LSP roots found */ + int frames; /* frames processed so far */ + int i; /* loop variables */ + + SpeexBits bits; + + float sd; /* SD for this frame */ + float totsd; /* accumulated SD so far */ + int gt2,gt4; /* number of frames > 2 and 4 dB SD */ + int unstables; /* number of unstable LSP frames */ + + if (argc < 2) { + printf("usage: %s InputFile\n", argv[0]); + exit(0); + } + + /* Open files */ + + if ((fin = fopen(argv[1],"rb")) == NULL) { + printf("Error opening input file: %s\n",argv[1]); + exit(0); + } + + /* Initialise */ + + frames = 0; + for(i=0; i 2.0) gt2++; + if (sd > 4.0) gt4++; + totsd += sd; + } + else + unstables++; + } + + fclose(fin); + + printf("frames = %d Av sd = %3.2f dB", frames, totsd/frames); + printf(" >2 dB %3.2f%% >4 dB %3.2f%% unstables: %d\n",gt2*100.0/frames, + gt4*100.0/frames, unstables); + + return 0; +} + diff --git a/libs/libcodec2/unittest/sd.c b/libs/libcodec2/unittest/sd.c new file mode 100644 index 0000000000..f77b5099d5 --- /dev/null +++ b/libs/libcodec2/unittest/sd.c @@ -0,0 +1,84 @@ +/*--------------------------------------------------------------------------*\ + + FILE........: sd.c + AUTHOR......: David Rowe + DATE CREATED: 20/7/93 + + Function to determine spectral distortion between two sets of LPCs. + +\*--------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#define MAX_N 2048 /* maximum DFT size */ + +#include +#include "four1.h" +#include "comp.h" +#include "sd.h" + +/*---------------------------------------------------------------------------*\ + + FUNCTION....: spectral_dist() + + AUTHOR......: David Rowe + DATE CREATED: 20/7/93 + + This function returns the soectral distoertion between two + sets of LPCs. + +\*---------------------------------------------------------------------------*/ + +float spectral_dist(float ak1[], float ak2[], int p, int n) +/* float ak1[]; unquantised set of p+1 LPCs */ +/* float ak2[]; quantised set of p+1 LPCs */ +/* int p; LP order */ +/* int n; DFT size to use for SD calculations (power of 2) */ +{ + COMP A1[MAX_N]; /* DFT of ak1[] */ + COMP A2[MAX_N]; /* DFT of ak2[] */ + float P1,P2; /* power of current bin */ + float sd; + int i; + + for(i=0; i +#include +#include +#include +#include +#include "defines.h" +#include "codec2.h" +#include "quantise.h" +#include "interp.h" + +/* CODEC2 struct copies from codec2.c to help with testing */ + +typedef struct { + float Sn[M]; /* input speech */ + float w[M]; /* time domain hamming window */ + COMP W[FFT_ENC]; /* DFT of w[] */ + float Pn[2*N]; /* trapezoidal synthesis window */ + float Sn_[2*N]; /* synthesised speech */ + float prev_Wo; /* previous frame's pitch estimate */ + float ex_phase; /* excitation model phase track */ + float bg_est; /* background noise estimate for post filter */ + MODEL prev_model; /* model parameters from 20ms ago */ +} CODEC2; + +void analyse_one_frame(CODEC2 *c2, MODEL *model, short speech[]); +void synthesise_one_frame(CODEC2 *c2, short speech[], MODEL *model, float ak[]); + +int test1() +{ + FILE *fin, *fout; + short buf[N]; + void *c2; + CODEC2 *c3; + MODEL model; + float ak[LPC_ORD+1]; + float lsps[LPC_ORD]; + + c2 = codec2_create(); + c3 = (CODEC2*)c2; + + fin = fopen("../raw/hts1a.raw", "rb"); + assert(fin != NULL); + fout = fopen("hts1a_test.raw", "wb"); + assert(fout != NULL); + + while(fread(buf, sizeof(short), N, fin) == N) { + analyse_one_frame(c3, &model, buf); + speech_to_uq_lsps(lsps, ak, c3->Sn, c3->w, LPC_ORD); + synthesise_one_frame(c3, buf, &model, ak); + fwrite(buf, sizeof(short), N, fout); + } + + codec2_destroy(c2); + + fclose(fin); + fclose(fout); + + return 0; +} + +int test2() +{ + FILE *fin, *fout; + short buf[2*N]; + void *c2; + CODEC2 *c3; + MODEL model, model_interp; + float ak[LPC_ORD+1]; + int voiced1, voiced2; + int lsp_indexes[LPC_ORD]; + int lpc_correction; + int energy_index; + int Wo_index; + char bits[CODEC2_BITS_PER_FRAME]; + int nbit; + int i; + + c2 = codec2_create(); + c3 = (CODEC2*)c2; + + fin = fopen("../raw/hts1a.raw", "rb"); + assert(fin != NULL); + fout = fopen("hts1a_test.raw", "wb"); + assert(fout != NULL); + + while(fread(buf, sizeof(short), 2*N, fin) == 2*N) { + /* first 10ms analysis frame - we just want voicing */ + + analyse_one_frame(c3, &model, buf); + voiced1 = model.voiced; + + /* second 10ms analysis frame */ + + analyse_one_frame(c3, &model, &buf[N]); + voiced2 = model.voiced; + + Wo_index = encode_Wo(model.Wo); + encode_amplitudes(lsp_indexes, + &lpc_correction, + &energy_index, + &model, + c3->Sn, + c3->w); + nbit = 0; + pack(bits, &nbit, Wo_index, WO_BITS); + for(i=0; iprev_model, &model); + + synthesise_one_frame(c3, buf, &model_interp, ak); + synthesise_one_frame(c3, &buf[N], &model, ak); + + memcpy(&c3->prev_model, &model, sizeof(MODEL)); + fwrite(buf, sizeof(short), 2*N, fout); + } + + codec2_destroy(c2); + + fclose(fin); + fclose(fout); + + return 0; +} + +int test3() +{ + FILE *fin, *fout, *fbits; + short buf1[2*N]; + short buf2[2*N]; + char bits[CODEC2_BITS_PER_FRAME]; + void *c2; + + c2 = codec2_create(); + + fin = fopen("../raw/hts1a.raw", "rb"); + assert(fin != NULL); + fout = fopen("hts1a_test.raw", "wb"); + assert(fout != NULL); + fbits = fopen("hts1a_test3.bit", "wb"); + assert(fout != NULL); + + while(fread(buf1, sizeof(short), 2*N, fin) == 2*N) { + codec2_encode(c2, bits, buf1); + fwrite(bits, sizeof(char), CODEC2_BITS_PER_FRAME, fbits); + codec2_decode(c2, buf2, bits); + fwrite(buf2, sizeof(short), CODEC2_SAMPLES_PER_FRAME, fout); + } + + codec2_destroy(c2); + + fclose(fin); + fclose(fout); + fclose(fbits); + + return 0; +} + +int main() { + test3(); + return 0; +} diff --git a/libs/libcodec2/unittest/tcontphase.c b/libs/libcodec2/unittest/tcontphase.c new file mode 100644 index 0000000000..ee2f662a48 --- /dev/null +++ b/libs/libcodec2/unittest/tcontphase.c @@ -0,0 +1,187 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: tcontphase.c + AUTHOR......: David Rowe + DATE CREATED: 11/9/09 + + Test program for developing continuous phase track synthesis algorithm. + However while developing this it was discovered that synthesis_mixed() + worked just as well. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#define N 80 /* frame size */ +#define F 160 /* frames to synthesis */ +#define P 10 /* LPC order */ + +#include +#include +#include +#include +#include "sine.h" +#include "dump.h" +#include "synth.h" +#include "phase.h" + +int frames; + +float ak[] = { + 1.000000, +-1.455836, + 1.361841, +-0.879267, + 0.915985, +-1.002202, + 0.944103, +-0.743094, + 1.053356, +-0.817491, + 0.431222 +}; + + +/*---------------------------------------------------------------------------*\ + + switch_present() + + Searches the command line arguments for a "switch". If the switch is + found, returns the command line argument where it ws found, else returns + NULL. + +\*---------------------------------------------------------------------------*/ + +int switch_present(sw,argc,argv) + char sw[]; /* switch in string form */ + int argc; /* number of command line arguments */ + char *argv[]; /* array of command line arguments in string form */ +{ + int i; /* loop variable */ + + for(i=1; i +#include +#include +#include +#include +#include + +#include "defines.h" +#include "sine.h" +#include "interp.h" + +void make_amp(MODEL *model, float f0, float cdB, float mdBHz) +{ + int i; + float mdBrad = mdBHz*FS/TWO_PI; + + model->Wo = f0*TWO_PI/FS; + model->L = PI/model->Wo; + for(i=0; i<=model->L; i++) + model->A[i] = pow(10.0,(cdB + (float)i*model->Wo*mdBrad)/20.0); + model->voiced = 1; +} + +void write_amp(char file[], MODEL *model) +{ + FILE *f; + int i; + + f = fopen(file,"wt"); + for(i=1; i<=model->L; i++) + fprintf(f, "%f\t%f\n", model->Wo*i, model->A[i]); + fclose(f); +} + +char *get_next_float(char *s, float *num) +{ + char *p = s; + char tmp[MAX_STR]; + + while(*p && !isspace(*p)) + p++; + memcpy(tmp, s, p-s); + tmp[p-s] = 0; + *num = atof(tmp); + + return p+1; +} + +char *get_next_int(char *s, int *num) +{ + char *p = s; + char tmp[MAX_STR]; + + while(*p && !isspace(*p)) + p++; + memcpy(tmp, s, p-s); + tmp[p-s] = 0; + *num = atoi(tmp); + + return p+1; +} + +void load_amp(MODEL *model, char file[], int frame) +{ + FILE *f; + int i; + char s[1024]; + char *ps; + + f = fopen(file,"rt"); + + for(i=0; iWo); + ps = get_next_int(ps, &model->L); + for(i=1; i<=model->L; i++) + ps = get_next_float(ps, &model->A[i]); + + fclose(f); +} + +int main() { + MODEL prev, next, interp; + + //make_amp(&prev, 50.0, 60.0, 6E-3); + //make_amp(&next, 50.0, 40.0, 6E-3); + load_amp(&prev, "../src/hts1a_model.txt", 32); + load_amp(&next, "../src/hts1a_model.txt", 34); + + interp.voiced = 1; + interpolate(&interp, &prev, &next); + + write_amp("tinterp_prev.txt", &prev); + write_amp("tinterp_interp.txt", &interp); + write_amp("tinterp_next.txt", &next); + + return 0; +} diff --git a/libs/libcodec2/unittest/tnlp.c b/libs/libcodec2/unittest/tnlp.c new file mode 100644 index 0000000000..4abf69c4ef --- /dev/null +++ b/libs/libcodec2/unittest/tnlp.c @@ -0,0 +1,148 @@ +/*---------------------------------------------------------------------------*\ + + FILE........: tnlp.c + AUTHOR......: David Rowe + DATE CREATED: 23/3/93 + + Test program for non linear pitch estimation functions. + +\*---------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +#define N 80 /* frame size */ +#define M 320 /* pitch analysis window size */ +#define PITCH_MIN 20 +#define PITCH_MAX 160 +#define TNLP + +#include +#include +#include +#include + +#include "defines.h" +#include "dump.h" +#include "sine.h" +#include "nlp.h" + +int frames; + +/*---------------------------------------------------------------------------*\ + + switch_present() + + Searches the command line arguments for a "switch". If the switch is + found, returns the command line argument where it ws found, else returns + NULL. + +\*---------------------------------------------------------------------------*/ + +int switch_present(sw,argc,argv) + char sw[]; /* switch in string form */ + int argc; /* number of command line arguments */ + char *argv[]; /* array of command line arguments in string form */ +{ + int i; /* loop variable */ + + for(i=1; i +#include +#include +#include +#include + +#include "defines.h" +#include "dump.h" +#include "quantise.h" + +int test_Wo_quant(); +int test_lsp_quant(); +int test_lsp(int lsp_number, int levels, float max_error_hz); +int test_energy_quant(int levels, float max_error_dB); + +int main() { + quantise_init(); + test_Wo_quant(); + test_lsp_quant(); + test_energy_quant(E_LEVELS, 0.5*(E_MAX_DB - E_MIN_DB)/E_LEVELS); + + return 0; +} + +int test_lsp_quant() { + test_lsp( 1, 16, 12.5); + test_lsp( 2, 16, 12.5); + test_lsp( 3, 16, 25); + test_lsp( 4, 16, 50); + test_lsp( 5, 16, 50); + test_lsp( 6, 16, 50); + test_lsp( 7, 16, 50); + test_lsp( 8, 8, 50); + test_lsp( 9, 8, 50); + test_lsp(10, 4, 100); + + return 0; +} + +int test_energy_quant(int levels, float max_error_dB) { + FILE *fe; + float e,e_dec, error, low_e, high_e; + int index, index_in, index_out, i; + + /* check 1:1 match between input and output levels */ + + for(i=0; i max_error_dB) { + printf("error: %f %f\n", error, max_error_dB); + exit(0); + } + } + + fclose(fe); + return 0; +} + +int test_lsp(int lsp_number, int levels, float max_error_hz) { + float lsp[LPC_ORD]; + int indexes_in[LPC_ORD]; + int indexes_out[LPC_ORD]; + int indexes[LPC_ORD]; + int i; + float lowf, highf, f, error; + char s[MAX_STR]; + FILE *flsp; + float max_error_rads; + + lsp_number--; + max_error_rads = max_error_hz*TWO_PI/FS; + + for(i=0; i max_error_rads) { + printf("%d error: %f %f\n", lsp_number+1, error, max_error_rads); + exit(0); + } + } + + fclose(flsp); + + printf("OK\n"); + + return 0; +} + +int test_Wo_quant() { + int c; + FILE *f; + float Wo,Wo_dec, error, step_size; + int index, index_in, index_out; + + /* output Wo quant curve for plotting */ + + f = fopen("quant_pitch.txt","wt"); + + for(Wo=0.9*(TWO_PI/P_MAX); Wo<=1.1*(TWO_PI/P_MIN); Wo += 0.001) { + index = encode_Wo(Wo); + fprintf(f, "%f %d\n", Wo, index); + } + + fclose(f); + + /* check for all Wo codes we get 1:1 match between encoder + and decoder Wo levels */ + + for(c=0; c (step_size/2.0)) { + printf("error: %f step_size/2: %f\n", error, step_size/2.0); + exit(0); + } + fprintf(f,"%f\n",error); + } + printf("OK\n"); + + fclose(f); + return 0; +} diff --git a/libs/libcodec2/unittest/vqtrain.c b/libs/libcodec2/unittest/vqtrain.c new file mode 100644 index 0000000000..b46d4fcf30 --- /dev/null +++ b/libs/libcodec2/unittest/vqtrain.c @@ -0,0 +1,297 @@ +/*--------------------------------------------------------------------------*\ + + FILE........: VQTRAIN.C + AUTHOR......: David Rowe + DATE CREATED: 23/2/95 + + This program trains vector quantisers using K dimensional Lloyd-Max + method. + +\*--------------------------------------------------------------------------*/ + +/* + Copyright (C) 2009 David Rowe + + All rights reserved. + + This program is free software; you can redistribute it and/or modify + it under the terms of the GNU Lesser General Public License version 2, as + published by the Free Software Foundation. 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 Lesser General Public License + along with this program; if not, write to the Free Software + Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. +*/ + +/*-----------------------------------------------------------------------*\ + + INCLUDES + +\*-----------------------------------------------------------------------*/ + +#include +#include +#include +#include +#include + +/*-----------------------------------------------------------------------*\ + + DEFINES + +\*-----------------------------------------------------------------------*/ + +#define DELTAQ 0.01 /* quiting distortion */ +#define MAX_STR 80 /* maximum string length */ + +/*-----------------------------------------------------------------------*\ + + FUNCTION PROTOTYPES + +\*-----------------------------------------------------------------------*/ + +void zero(float v[], int k); +void acc(float v1[], float v2[], int k); +void norm(float v[], int k, long n); +long quantise(float cb[], float vec[], int k, int m, float *se); + +/*-----------------------------------------------------------------------*\ + + MAIN + +\*-----------------------------------------------------------------------*/ + +int main(int argc, char *argv[]) { + long k,m; /* dimension and codebook size */ + float *vec; /* current vector */ + float *cb; /* vector codebook */ + float *cent; /* centroids for each codebook entry */ + long *n; /* number of vectors in this interval */ + long J; /* number of vectors in training set */ + long i,j; + long ind; /* index of current vector */ + float se; /* squared error for this iteration */ + float Dn,Dn_1; /* current and previous iterations distortion */ + float delta; /* improvement in distortion */ + FILE *ftrain; /* file containing training set */ + FILE *fvq; /* file containing vector quantiser */ + + /* Interpret command line arguments */ + + if (argc != 5) { + printf("usage: vqtrain TrainFile K M VQFile\n"); + exit(0); + } + + /* Open training file */ + + ftrain = fopen(argv[1],"rb"); + if (ftrain == NULL) { + printf("Error opening training database file: %s\n",argv[1]); + exit(1); + } + + /* determine k and m, and allocate arrays */ + + k = atol(argv[2]); + m = atol(argv[3]); + printf("dimension K=%ld number of entries M=%ld\n", k,m); + vec = (float*)malloc(sizeof(float)*k); + cb = (float*)malloc(sizeof(float)*k*m); + cent = (float*)malloc(sizeof(float)*k*m); + n = (long*)malloc(sizeof(long)*m); + if (cb == NULL || cb == NULL || cent == NULL || vec == NULL) { + printf("Error in malloc.\n"); + exit(1); + } + + /* determine size of training set */ + + J = 0; + while(fread(vec, sizeof(float), k, ftrain) == k) + J++; + printf("J=%ld entries in training set\n", J); + + /* set up initial codebook state from samples of training set */ + + rewind(ftrain); + fread(cb, sizeof(float), k*m, ftrain); + + /* main loop */ + + Dn = 1E32; + j = 1; + do { + Dn_1 = Dn; + + /* zero centroids */ + + for(i=0; i DELTAQ) + for(i=0; i DELTAQ); + + /* save codebook to disk */ + + fvq = fopen(argv[4],"wt"); + if (fvq == NULL) { + printf("Error opening VQ file: %s\n",argv[4]); + exit(1); + } + + for(j=0; j-vg9lmvljbcO!@svBeqDK6MT_)5Tg;n_`>C(DjYQ^RZa6$Y>*1}9w|?Gwdh`Bj zfA4n@o+yyY&1|fMS(ugCf9CYo$t&B4OmGB3|Cvw#oPCiG=a`2U0CRbLxKTiQu~q zIax3gA*HttCO8u)$pD`QxQpSri)kUXH>X#&x9!c$2x&B+1%qd9(1^lk5%Y!TR?x{? zVj)vQO&p*Rf%-`B%njEnc;W|gwNQV5xNrMel6SP0fYu5t23baE7Ylr9f94aQRTw<0}WIl zMFm&CW}J7nsi6d~cHWWcP30Zqkm0BFUuSO{{JQ!zqy9ISy=njV=S}e|uXpr%(|Jd# z_s*}G`L>^LTKx1z@ukPL& zdG+`Hfta6l_ReGJr`%t&ON3HgP^PzZ@9gkid1r)o&UxpKcjkIWvUd)9KfPtEezuSf zO3}mNZF{dy-V(j3f7Q#YxwkCu;cX-D+56|6-3n;n)#2Cq*K=<@|2G3=(7_3_#QO8F z{XE;@y9aW3*Awqr;sYbd7iM1&3WXyKg~NXsTm{1&e|Ta5?NmQo*;}@^cHV#Qn0LUe zw*H*e)}OQ6@^hBk;E8vZ$D(R5CWE2w1?(O>z-~YuiPb_A&;qm{4MbznWE6#Vu<>jH zd&2smX=nu6gFeAn-o-kidT24bz!K37W~Hy`SK5=lq5|55mZQqJ8Xkb&L#pnqJZ(y! zu(#+So5oVnRoome1R3jDGF?UOG?eXQUs-F^n`|PT$T%{a6Y(0T_Xm)=i*`i;xD*;k 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