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authorMoonchild <moonchild@palemoon.org>2020-06-01 21:58:35 +0000
committerMoonchild <moonchild@palemoon.org>2020-06-01 21:58:35 +0000
commitc6ca4380e9e5e95df9de02daf8bfb9a6ebc22810 (patch)
treec7672903a2030d37f861b12900165a015f49d10a /media/pocketsphinx/src/acmod.c
parent451509e2c0188a4164d4b3d1d9f5839ed1e95246 (diff)
parent744b044935f7d1d67fbe0df42d898efcbdd00536 (diff)
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Merge remote-tracking branch 'origin/redwood' into release
Diffstat (limited to 'media/pocketsphinx/src/acmod.c')
-rw-r--r--media/pocketsphinx/src/acmod.c1377
1 files changed, 0 insertions, 1377 deletions
diff --git a/media/pocketsphinx/src/acmod.c b/media/pocketsphinx/src/acmod.c
deleted file mode 100644
index ba039f70e..000000000
--- a/media/pocketsphinx/src/acmod.c
+++ /dev/null
@@ -1,1377 +0,0 @@
-/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */
-/* ====================================================================
- * Copyright (c) 2008 Carnegie Mellon University. All rights
- * reserved.
- *
- * Redistribution and use in source and binary forms, with or without
- * modification, are permitted provided that the following conditions
- * are met:
- *
- * 1. Redistributions of source code must retain the above copyright
- * notice, this list of conditions and the following disclaimer.
- *
- * 2. Redistributions in binary form must reproduce the above copyright
- * notice, this list of conditions and the following disclaimer in
- * the documentation and/or other materials provided with the
- * distribution.
- *
- * This work was supported in part by funding from the Defense Advanced
- * Research Projects Agency and the National Science Foundation of the
- * United States of America, and the CMU Sphinx Speech Consortium.
- *
- * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND
- * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,
- * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
- * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY
- * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
- * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
- * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
- * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
- * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
- * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
- * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
- *
- * ====================================================================
- *
- */
-
-
-/**
- * @file acmod.c Acoustic model structures for PocketSphinx.
- * @author David Huggins-Daines <dhuggins@cs.cmu.edu>
- */
-
-/* System headers. */
-#include <assert.h>
-#include <string.h>
-#include <math.h>
-
-/* SphinxBase headers. */
-#include <sphinxbase/prim_type.h>
-#include <sphinxbase/err.h>
-#include <sphinxbase/cmd_ln.h>
-#include <sphinxbase/strfuncs.h>
-#include <sphinxbase/byteorder.h>
-#include <sphinxbase/feat.h>
-#include <sphinxbase/bio.h>
-
-/* Local headers. */
-#include "cmdln_macro.h"
-#include "acmod.h"
-#include "s2_semi_mgau.h"
-#include "ptm_mgau.h"
-#include "ms_mgau.h"
-
-/* Feature and front-end parameters that may be in feat.params */
-static const arg_t feat_defn[] = {
- waveform_to_cepstral_command_line_macro(),
- cepstral_to_feature_command_line_macro(),
- CMDLN_EMPTY_OPTION
-};
-
-#ifndef WORDS_BIGENDIAN
-#define WORDS_BIGENDIAN 1
-#endif
-
-static int32 acmod_process_mfcbuf(acmod_t *acmod);
-
-static int
-acmod_init_am(acmod_t *acmod)
-{
- char const *mdeffn, *tmatfn, *mllrfn, *hmmdir;
-
- /* Read model definition. */
- if ((mdeffn = cmd_ln_str_r(acmod->config, "-mdef")) == NULL) {
- if ((hmmdir = cmd_ln_str_r(acmod->config, "-hmm")) == NULL)
- E_ERROR("Acoustic model definition is not specified either "
- "with -mdef option or with -hmm\n");
- else
- E_ERROR("Folder '%s' does not contain acoustic model "
- "definition 'mdef'\n", hmmdir);
-
- return -1;
- }
-
- if ((acmod->mdef = bin_mdef_read(acmod->config, mdeffn)) == NULL) {
- E_ERROR("Failed to read acoustic model definition from %s\n", mdeffn);
- return -1;
- }
-
- /* Read transition matrices. */
- if ((tmatfn = cmd_ln_str_r(acmod->config, "-tmat")) == NULL) {
- E_ERROR("No tmat file specified\n");
- return -1;
- }
- acmod->tmat = tmat_init(tmatfn, acmod->lmath,
- cmd_ln_float32_r(acmod->config, "-tmatfloor"),
- TRUE);
-
- /* Read the acoustic models. */
- if ((cmd_ln_str_r(acmod->config, "-mean") == NULL)
- || (cmd_ln_str_r(acmod->config, "-var") == NULL)
- || (cmd_ln_str_r(acmod->config, "-tmat") == NULL)) {
- E_ERROR("No mean/var/tmat files specified\n");
- return -1;
- }
-
- if (cmd_ln_str_r(acmod->config, "-senmgau")) {
- E_INFO("Using general multi-stream GMM computation\n");
- acmod->mgau = ms_mgau_init(acmod, acmod->lmath, acmod->mdef);
- if (acmod->mgau == NULL)
- return -1;
- }
- else {
- E_INFO("Attempting to use PTM computation module\n");
- if ((acmod->mgau = ptm_mgau_init(acmod, acmod->mdef)) == NULL) {
- E_INFO("Attempting to use semi-continuous computation module\n");
- if ((acmod->mgau = s2_semi_mgau_init(acmod)) == NULL) {
- E_INFO("Falling back to general multi-stream GMM computation\n");
- acmod->mgau = ms_mgau_init(acmod, acmod->lmath, acmod->mdef);
- if (acmod->mgau == NULL)
- return -1;
- }
- }
- }
-
- /* If there is an MLLR transform, apply it. */
- if ((mllrfn = cmd_ln_str_r(acmod->config, "-mllr"))) {
- ps_mllr_t *mllr = ps_mllr_read(mllrfn);
- if (mllr == NULL)
- return -1;
- acmod_update_mllr(acmod, mllr);
- }
-
- return 0;
-}
-
-static int
-acmod_init_feat(acmod_t *acmod)
-{
- acmod->fcb =
- feat_init(cmd_ln_str_r(acmod->config, "-feat"),
- cmn_type_from_str(cmd_ln_str_r(acmod->config,"-cmn")),
- cmd_ln_boolean_r(acmod->config, "-varnorm"),
- agc_type_from_str(cmd_ln_str_r(acmod->config, "-agc")),
- 1, cmd_ln_int32_r(acmod->config, "-ceplen"));
- if (acmod->fcb == NULL)
- return -1;
-
- if (cmd_ln_str_r(acmod->config, "-lda")) {
- E_INFO("Reading linear feature transformation from %s\n",
- cmd_ln_str_r(acmod->config, "-lda"));
- if (feat_read_lda(acmod->fcb,
- cmd_ln_str_r(acmod->config, "-lda"),
- cmd_ln_int32_r(acmod->config, "-ldadim")) < 0)
- return -1;
- }
-
- if (cmd_ln_str_r(acmod->config, "-svspec")) {
- int32 **subvecs;
- E_INFO("Using subvector specification %s\n",
- cmd_ln_str_r(acmod->config, "-svspec"));
- if ((subvecs = parse_subvecs(cmd_ln_str_r(acmod->config, "-svspec"))) == NULL)
- return -1;
- if ((feat_set_subvecs(acmod->fcb, subvecs)) < 0)
- return -1;
- }
-
- if (cmd_ln_exists_r(acmod->config, "-agcthresh")
- && 0 != strcmp(cmd_ln_str_r(acmod->config, "-agc"), "none")) {
- agc_set_threshold(acmod->fcb->agc_struct,
- cmd_ln_float32_r(acmod->config, "-agcthresh"));
- }
-
- if (acmod->fcb->cmn_struct
- && cmd_ln_exists_r(acmod->config, "-cmninit")) {
- char *c, *cc, *vallist;
- int32 nvals;
-
- vallist = ckd_salloc(cmd_ln_str_r(acmod->config, "-cmninit"));
- c = vallist;
- nvals = 0;
- while (nvals < acmod->fcb->cmn_struct->veclen
- && (cc = strchr(c, ',')) != NULL) {
- *cc = '\0';
- acmod->fcb->cmn_struct->cmn_mean[nvals] = FLOAT2MFCC(atof_c(c));
- c = cc + 1;
- ++nvals;
- }
- if (nvals < acmod->fcb->cmn_struct->veclen && *c != '\0') {
- acmod->fcb->cmn_struct->cmn_mean[nvals] = FLOAT2MFCC(atof_c(c));
- }
- ckd_free(vallist);
- }
- return 0;
-}
-
-int
-acmod_fe_mismatch(acmod_t *acmod, fe_t *fe)
-{
- /* Output vector dimension needs to be the same. */
- if (cmd_ln_int32_r(acmod->config, "-ceplen") != fe_get_output_size(fe)) {
- E_ERROR("Configured feature length %d doesn't match feature "
- "extraction output size %d\n",
- cmd_ln_int32_r(acmod->config, "-ceplen"),
- fe_get_output_size(fe));
- return TRUE;
- }
- /* Feature parameters need to be the same. */
- /* ... */
- return FALSE;
-}
-
-int
-acmod_feat_mismatch(acmod_t *acmod, feat_t *fcb)
-{
- /* Feature type needs to be the same. */
- if (0 != strcmp(cmd_ln_str_r(acmod->config, "-feat"), feat_name(fcb)))
- return TRUE;
- /* Input vector dimension needs to be the same. */
- if (cmd_ln_int32_r(acmod->config, "-ceplen") != feat_cepsize(fcb))
- return TRUE;
- /* FIXME: Need to check LDA and stuff too. */
- return FALSE;
-}
-
-acmod_t *
-acmod_init(cmd_ln_t *config, logmath_t *lmath, fe_t *fe, feat_t *fcb)
-{
- acmod_t *acmod;
- char const *featparams;
-
- acmod = ckd_calloc(1, sizeof(*acmod));
- acmod->config = cmd_ln_retain(config);
- acmod->lmath = lmath;
- acmod->state = ACMOD_IDLE;
-
- /* Look for feat.params in acoustic model dir. */
- if ((featparams = cmd_ln_str_r(acmod->config, "-featparams"))) {
- if (NULL !=
- cmd_ln_parse_file_r(acmod->config, feat_defn, featparams, FALSE))
- E_INFO("Parsed model-specific feature parameters from %s\n",
- featparams);
- }
-
- /* Initialize feature computation. */
- if (fe) {
- if (acmod_fe_mismatch(acmod, fe))
- goto error_out;
- fe_retain(fe);
- acmod->fe = fe;
- }
- else {
- /* Initialize a new front end. */
- acmod->fe = fe_init_auto_r(config);
- if (acmod->fe == NULL)
- goto error_out;
- if (acmod_fe_mismatch(acmod, acmod->fe))
- goto error_out;
- }
- if (fcb) {
- if (acmod_feat_mismatch(acmod, fcb))
- goto error_out;
- feat_retain(fcb);
- acmod->fcb = fcb;
- }
- else {
- /* Initialize a new fcb. */
- if (acmod_init_feat(acmod) < 0)
- goto error_out;
- }
-
- /* Load acoustic model parameters. */
- if (acmod_init_am(acmod) < 0)
- goto error_out;
-
-
- /* The MFCC buffer needs to be at least as large as the dynamic
- * feature window. */
- acmod->n_mfc_alloc = acmod->fcb->window_size * 2 + 1;
- acmod->mfc_buf = (mfcc_t **)
- ckd_calloc_2d(acmod->n_mfc_alloc, acmod->fcb->cepsize,
- sizeof(**acmod->mfc_buf));
-
- /* Feature buffer has to be at least as large as MFCC buffer. */
- acmod->n_feat_alloc = acmod->n_mfc_alloc + cmd_ln_int32_r(config, "-pl_window");
- acmod->feat_buf = feat_array_alloc(acmod->fcb, acmod->n_feat_alloc);
- acmod->framepos = ckd_calloc(acmod->n_feat_alloc, sizeof(*acmod->framepos));
-
- acmod->utt_start_frame = 0;
-
- /* Senone computation stuff. */
- acmod->senone_scores = ckd_calloc(bin_mdef_n_sen(acmod->mdef),
- sizeof(*acmod->senone_scores));
- acmod->senone_active_vec = bitvec_alloc(bin_mdef_n_sen(acmod->mdef));
- acmod->senone_active = ckd_calloc(bin_mdef_n_sen(acmod->mdef),
- sizeof(*acmod->senone_active));
- acmod->log_zero = logmath_get_zero(acmod->lmath);
- acmod->compallsen = cmd_ln_boolean_r(config, "-compallsen");
- return acmod;
-
-error_out:
- acmod_free(acmod);
- return NULL;
-}
-
-void
-acmod_free(acmod_t *acmod)
-{
- if (acmod == NULL)
- return;
-
- feat_free(acmod->fcb);
- fe_free(acmod->fe);
- cmd_ln_free_r(acmod->config);
-
- if (acmod->mfc_buf)
- ckd_free_2d((void **)acmod->mfc_buf);
- if (acmod->feat_buf)
- feat_array_free(acmod->feat_buf);
-
- if (acmod->mfcfh)
- fclose(acmod->mfcfh);
- if (acmod->rawfh)
- fclose(acmod->rawfh);
- if (acmod->senfh)
- fclose(acmod->senfh);
-
- ckd_free(acmod->framepos);
- ckd_free(acmod->senone_scores);
- ckd_free(acmod->senone_active_vec);
- ckd_free(acmod->senone_active);
- ckd_free(acmod->rawdata);
-
- if (acmod->mdef)
- bin_mdef_free(acmod->mdef);
- if (acmod->tmat)
- tmat_free(acmod->tmat);
- if (acmod->mgau)
- ps_mgau_free(acmod->mgau);
- if (acmod->mllr)
- ps_mllr_free(acmod->mllr);
-
- ckd_free(acmod);
-}
-
-ps_mllr_t *
-acmod_update_mllr(acmod_t *acmod, ps_mllr_t *mllr)
-{
- if (acmod->mllr)
- ps_mllr_free(acmod->mllr);
- acmod->mllr = mllr;
- ps_mgau_transform(acmod->mgau, mllr);
-
- return mllr;
-}
-
-int
-acmod_write_senfh_header(acmod_t *acmod, FILE *logfh)
-{
- char nsenstr[64], logbasestr[64];
-
- sprintf(nsenstr, "%d", bin_mdef_n_sen(acmod->mdef));
- sprintf(logbasestr, "%f", logmath_get_base(acmod->lmath));
- return bio_writehdr(logfh,
- "version", "0.1",
- "mdef_file", cmd_ln_str_r(acmod->config, "-mdef"),
- "n_sen", nsenstr,
- "logbase", logbasestr, NULL);
-}
-
-int
-acmod_set_senfh(acmod_t *acmod, FILE *logfh)
-{
- if (acmod->senfh)
- fclose(acmod->senfh);
- acmod->senfh = logfh;
- if (logfh == NULL)
- return 0;
- return acmod_write_senfh_header(acmod, logfh);
-}
-
-int
-acmod_set_mfcfh(acmod_t *acmod, FILE *logfh)
-{
- int rv = 0;
-
- if (acmod->mfcfh)
- fclose(acmod->mfcfh);
- acmod->mfcfh = logfh;
- fwrite(&rv, 4, 1, acmod->mfcfh);
- return rv;
-}
-
-int
-acmod_set_rawfh(acmod_t *acmod, FILE *logfh)
-{
- if (acmod->rawfh)
- fclose(acmod->rawfh);
- acmod->rawfh = logfh;
- return 0;
-}
-
-void
-acmod_grow_feat_buf(acmod_t *acmod, int nfr)
-{
- if (nfr > MAX_N_FRAMES)
- E_FATAL("Decoder can not process more than %d frames at once, "
- "requested %d\n", MAX_N_FRAMES, nfr);
-
- acmod->feat_buf = feat_array_realloc(acmod->fcb, acmod->feat_buf,
- acmod->n_feat_alloc, nfr);
- acmod->framepos = ckd_realloc(acmod->framepos,
- nfr * sizeof(*acmod->framepos));
- acmod->n_feat_alloc = nfr;
-}
-
-int
-acmod_set_grow(acmod_t *acmod, int grow_feat)
-{
- int tmp = acmod->grow_feat;
- acmod->grow_feat = grow_feat;
-
- /* Expand feat_buf to a reasonable size to start with. */
- if (grow_feat && acmod->n_feat_alloc < 128)
- acmod_grow_feat_buf(acmod, 128);
-
- return tmp;
-}
-
-int
-acmod_start_utt(acmod_t *acmod)
-{
- fe_start_utt(acmod->fe);
- acmod->state = ACMOD_STARTED;
- acmod->n_mfc_frame = 0;
- acmod->n_feat_frame = 0;
- acmod->mfc_outidx = 0;
- acmod->feat_outidx = 0;
- acmod->output_frame = 0;
- acmod->senscr_frame = -1;
- acmod->n_senone_active = 0;
- acmod->mgau->frame_idx = 0;
- acmod->rawdata_pos = 0;
-
- return 0;
-}
-
-int
-acmod_end_utt(acmod_t *acmod)
-{
- int32 nfr = 0;
-
- acmod->state = ACMOD_ENDED;
- if (acmod->n_mfc_frame < acmod->n_mfc_alloc) {
- int inptr;
- /* Where to start writing them (circular buffer) */
- inptr = (acmod->mfc_outidx + acmod->n_mfc_frame) % acmod->n_mfc_alloc;
- /* nfr is always either zero or one. */
- fe_end_utt(acmod->fe, acmod->mfc_buf[inptr], &nfr);
- acmod->n_mfc_frame += nfr;
-
- /* Process whatever's left, and any leadout or update stats if needed. */
- if (nfr)
- nfr = acmod_process_mfcbuf(acmod);
- else
- feat_update_stats(acmod->fcb);
- }
- if (acmod->mfcfh) {
- long outlen;
- int32 rv;
- outlen = (ftell(acmod->mfcfh) - 4) / 4;
- if (!WORDS_BIGENDIAN)
- SWAP_INT32(&outlen);
- /* Try to seek and write */
- if ((rv = fseek(acmod->mfcfh, 0, SEEK_SET)) == 0) {
- fwrite(&outlen, 4, 1, acmod->mfcfh);
- }
- fclose(acmod->mfcfh);
- acmod->mfcfh = NULL;
- }
- if (acmod->rawfh) {
- fclose(acmod->rawfh);
- acmod->rawfh = NULL;
- }
-
- if (acmod->senfh) {
- fclose(acmod->senfh);
- acmod->senfh = NULL;
- }
-
- return nfr;
-}
-
-static int
-acmod_log_mfc(acmod_t *acmod,
- mfcc_t **cep, int n_frames)
-{
- int i, n;
- int32 *ptr = (int32 *)cep[0];
-
- n = n_frames * feat_cepsize(acmod->fcb);
- /* Swap bytes. */
- if (!WORDS_BIGENDIAN) {
- for (i = 0; i < (n * sizeof(mfcc_t)); ++i) {
- SWAP_INT32(ptr + i);
- }
- }
- /* Write features. */
- if (fwrite(cep[0], sizeof(mfcc_t), n, acmod->mfcfh) != n) {
- E_ERROR_SYSTEM("Failed to write %d values to log file", n);
- }
-
- /* Swap them back. */
- if (!WORDS_BIGENDIAN) {
- for (i = 0; i < (n * sizeof(mfcc_t)); ++i) {
- SWAP_INT32(ptr + i);
- }
- }
- return 0;
-}
-
-static int
-acmod_process_full_cep(acmod_t *acmod,
- mfcc_t ***inout_cep,
- int *inout_n_frames)
-{
- int32 nfr;
-
- /* Write to log file. */
- if (acmod->mfcfh)
- acmod_log_mfc(acmod, *inout_cep, *inout_n_frames);
-
- /* Resize feat_buf to fit. */
- if (acmod->n_feat_alloc < *inout_n_frames) {
-
- if (*inout_n_frames > MAX_N_FRAMES)
- E_FATAL("Batch processing can not process more than %d frames "
- "at once, requested %d\n", MAX_N_FRAMES, *inout_n_frames);
-
- feat_array_free(acmod->feat_buf);
- acmod->feat_buf = feat_array_alloc(acmod->fcb, *inout_n_frames);
- acmod->n_feat_alloc = *inout_n_frames;
- acmod->n_feat_frame = 0;
- acmod->feat_outidx = 0;
- }
- /* Make dynamic features. */
- nfr = feat_s2mfc2feat_live(acmod->fcb, *inout_cep, inout_n_frames,
- TRUE, TRUE, acmod->feat_buf);
- acmod->n_feat_frame = nfr;
- assert(acmod->n_feat_frame <= acmod->n_feat_alloc);
- *inout_cep += *inout_n_frames;
- *inout_n_frames = 0;
-
- return nfr;
-}
-
-static int
-acmod_process_full_raw(acmod_t *acmod,
- int16 const **inout_raw,
- size_t *inout_n_samps)
-{
- int32 nfr, ntail;
- mfcc_t **cepptr;
-
- /* Write to logging file if any. */
- if (*inout_n_samps + acmod->rawdata_pos < acmod->rawdata_size) {
- memcpy(acmod->rawdata + acmod->rawdata_pos, *inout_raw, *inout_n_samps * sizeof(int16));
- acmod->rawdata_pos += *inout_n_samps;
- }
- if (acmod->rawfh)
- fwrite(*inout_raw, sizeof(int16), *inout_n_samps, acmod->rawfh);
- /* Resize mfc_buf to fit. */
- if (fe_process_frames(acmod->fe, NULL, inout_n_samps, NULL, &nfr, NULL) < 0)
- return -1;
- if (acmod->n_mfc_alloc < nfr + 1) {
- ckd_free_2d(acmod->mfc_buf);
- acmod->mfc_buf = ckd_calloc_2d(nfr + 1, fe_get_output_size(acmod->fe),
- sizeof(**acmod->mfc_buf));
- acmod->n_mfc_alloc = nfr + 1;
- }
- acmod->n_mfc_frame = 0;
- acmod->mfc_outidx = 0;
- fe_start_utt(acmod->fe);
- if (fe_process_frames(acmod->fe, inout_raw, inout_n_samps,
- acmod->mfc_buf, &nfr, NULL) < 0)
- return -1;
- fe_end_utt(acmod->fe, acmod->mfc_buf[nfr], &ntail);
- nfr += ntail;
-
- cepptr = acmod->mfc_buf;
- nfr = acmod_process_full_cep(acmod, &cepptr, &nfr);
- acmod->n_mfc_frame = 0;
- return nfr;
-}
-
-/**
- * Process MFCCs that are in the internal buffer into features.
- */
-static int32
-acmod_process_mfcbuf(acmod_t *acmod)
-{
- mfcc_t **mfcptr;
- int32 ncep;
-
- ncep = acmod->n_mfc_frame;
- /* Also do this in two parts because of the circular mfc_buf. */
- if (acmod->mfc_outidx + ncep > acmod->n_mfc_alloc) {
- int32 ncep1 = acmod->n_mfc_alloc - acmod->mfc_outidx;
- int saved_state = acmod->state;
-
- /* Make sure we don't end the utterance here. */
- if (acmod->state == ACMOD_ENDED)
- acmod->state = ACMOD_PROCESSING;
- mfcptr = acmod->mfc_buf + acmod->mfc_outidx;
- ncep1 = acmod_process_cep(acmod, &mfcptr, &ncep1, FALSE);
- /* It's possible that not all available frames were filled. */
- ncep -= ncep1;
- acmod->n_mfc_frame -= ncep1;
- acmod->mfc_outidx += ncep1;
- acmod->mfc_outidx %= acmod->n_mfc_alloc;
- /* Restore original state (could this really be the end) */
- acmod->state = saved_state;
- }
- mfcptr = acmod->mfc_buf + acmod->mfc_outidx;
- ncep = acmod_process_cep(acmod, &mfcptr, &ncep, FALSE);
- acmod->n_mfc_frame -= ncep;
- acmod->mfc_outidx += ncep;
- acmod->mfc_outidx %= acmod->n_mfc_alloc;
- return ncep;
-}
-
-int
-acmod_process_raw(acmod_t *acmod,
- int16 const **inout_raw,
- size_t *inout_n_samps,
- int full_utt)
-{
- int32 ncep;
- int32 out_frameidx;
- int16 const *prev_audio_inptr;
-
- /* If this is a full utterance, process it all at once. */
- if (full_utt)
- return acmod_process_full_raw(acmod, inout_raw, inout_n_samps);
-
- /* Append MFCCs to the end of any that are previously in there
- * (in practice, there will probably be none) */
- if (inout_n_samps && *inout_n_samps) {
- int inptr;
- int32 processed_samples;
-
- prev_audio_inptr = *inout_raw;
- /* Total number of frames available. */
- ncep = acmod->n_mfc_alloc - acmod->n_mfc_frame;
- /* Where to start writing them (circular buffer) */
- inptr = (acmod->mfc_outidx + acmod->n_mfc_frame) % acmod->n_mfc_alloc;
-
- /* Write them in two (or more) parts if there is wraparound. */
- while (inptr + ncep > acmod->n_mfc_alloc) {
- int32 ncep1 = acmod->n_mfc_alloc - inptr;
- if (fe_process_frames(acmod->fe, inout_raw, inout_n_samps,
- acmod->mfc_buf + inptr, &ncep1, &out_frameidx) < 0)
- return -1;
-
- if (out_frameidx > 0)
- acmod->utt_start_frame = out_frameidx;
-
- processed_samples = *inout_raw - prev_audio_inptr;
- if (processed_samples + acmod->rawdata_pos < acmod->rawdata_size) {
- memcpy(acmod->rawdata + acmod->rawdata_pos, prev_audio_inptr, processed_samples * sizeof(int16));
- acmod->rawdata_pos += processed_samples;
- }
- /* Write to logging file if any. */
- if (acmod->rawfh) {
- fwrite(prev_audio_inptr, sizeof(int16),
- processed_samples,
- acmod->rawfh);
- }
- prev_audio_inptr = *inout_raw;
-
- /* ncep1 now contains the number of frames actually
- * processed. This is a good thing, but it means we
- * actually still might have some room left at the end of
- * the buffer, hence the while loop. Unfortunately it
- * also means that in the case where we are really
- * actually done, we need to get out totally, hence the
- * goto. */
- acmod->n_mfc_frame += ncep1;
- ncep -= ncep1;
- inptr += ncep1;
- inptr %= acmod->n_mfc_alloc;
- if (ncep1 == 0)
- goto alldone;
- }
-
- assert(inptr + ncep <= acmod->n_mfc_alloc);
- if (fe_process_frames(acmod->fe, inout_raw, inout_n_samps,
- acmod->mfc_buf + inptr, &ncep, &out_frameidx) < 0)
- return -1;
-
- if (out_frameidx > 0)
- acmod->utt_start_frame = out_frameidx;
-
-
- processed_samples = *inout_raw - prev_audio_inptr;
- if (processed_samples + acmod->rawdata_pos < acmod->rawdata_size) {
- memcpy(acmod->rawdata + acmod->rawdata_pos, prev_audio_inptr, processed_samples * sizeof(int16));
- acmod->rawdata_pos += processed_samples;
- }
- if (acmod->rawfh) {
- fwrite(prev_audio_inptr, sizeof(int16),
- processed_samples, acmod->rawfh);
- }
- prev_audio_inptr = *inout_raw;
- acmod->n_mfc_frame += ncep;
- alldone:
- ;
- }
-
- /* Hand things off to acmod_process_cep. */
- return acmod_process_mfcbuf(acmod);
-}
-
-int
-acmod_process_cep(acmod_t *acmod,
- mfcc_t ***inout_cep,
- int *inout_n_frames,
- int full_utt)
-{
- int32 nfeat, ncep, inptr;
- int orig_n_frames;
-
- /* If this is a full utterance, process it all at once. */
- if (full_utt)
- return acmod_process_full_cep(acmod, inout_cep, inout_n_frames);
-
- /* Write to log file. */
- if (acmod->mfcfh)
- acmod_log_mfc(acmod, *inout_cep, *inout_n_frames);
-
- /* Maximum number of frames we're going to generate. */
- orig_n_frames = ncep = nfeat = *inout_n_frames;
-
- /* FIXME: This behaviour isn't guaranteed... */
- if (acmod->state == ACMOD_ENDED)
- nfeat += feat_window_size(acmod->fcb);
- else if (acmod->state == ACMOD_STARTED)
- nfeat -= feat_window_size(acmod->fcb);
-
- /* Clamp number of features to fit available space. */
- if (nfeat > acmod->n_feat_alloc - acmod->n_feat_frame) {
- /* Grow it as needed - we have to grow it at the end of an
- * utterance because we can't return a short read there. */
- if (acmod->grow_feat || acmod->state == ACMOD_ENDED)
- acmod_grow_feat_buf(acmod, acmod->n_feat_alloc + nfeat);
- else
- ncep -= (nfeat - (acmod->n_feat_alloc - acmod->n_feat_frame));
- }
-
- /* Where to start writing in the feature buffer. */
- if (acmod->grow_feat) {
- /* Grow to avoid wraparound if grow_feat == TRUE. */
- inptr = acmod->feat_outidx + acmod->n_feat_frame;
- while (inptr + nfeat >= acmod->n_feat_alloc)
- acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2);
- }
- else {
- inptr = (acmod->feat_outidx + acmod->n_feat_frame) % acmod->n_feat_alloc;
- }
-
-
- /* FIXME: we can't split the last frame drop properly to be on the bounary,
- * so just return
- */
- if (inptr + nfeat > acmod->n_feat_alloc && acmod->state == ACMOD_ENDED) {
- *inout_n_frames -= ncep;
- *inout_cep += ncep;
- return 0;
- }
-
- /* Write them in two parts if there is wraparound. */
- if (inptr + nfeat > acmod->n_feat_alloc) {
- int32 ncep1 = acmod->n_feat_alloc - inptr;
-
- /* Make sure we don't end the utterance here. */
- nfeat = feat_s2mfc2feat_live(acmod->fcb, *inout_cep,
- &ncep1,
- (acmod->state == ACMOD_STARTED),
- FALSE,
- acmod->feat_buf + inptr);
- if (nfeat < 0)
- return -1;
- /* Move the output feature pointer forward. */
- acmod->n_feat_frame += nfeat;
- assert(acmod->n_feat_frame <= acmod->n_feat_alloc);
- inptr += nfeat;
- inptr %= acmod->n_feat_alloc;
- /* Move the input feature pointers forward. */
- *inout_n_frames -= ncep1;
- *inout_cep += ncep1;
- ncep -= ncep1;
- }
-
- nfeat = feat_s2mfc2feat_live(acmod->fcb, *inout_cep,
- &ncep,
- (acmod->state == ACMOD_STARTED),
- (acmod->state == ACMOD_ENDED),
- acmod->feat_buf + inptr);
- if (nfeat < 0)
- return -1;
- acmod->n_feat_frame += nfeat;
- assert(acmod->n_feat_frame <= acmod->n_feat_alloc);
- /* Move the input feature pointers forward. */
- *inout_n_frames -= ncep;
- *inout_cep += ncep;
- if (acmod->state == ACMOD_STARTED)
- acmod->state = ACMOD_PROCESSING;
-
- return orig_n_frames - *inout_n_frames;
-}
-
-int
-acmod_process_feat(acmod_t *acmod,
- mfcc_t **feat)
-{
- int i, inptr;
-
- if (acmod->n_feat_frame == acmod->n_feat_alloc) {
- if (acmod->grow_feat)
- acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2);
- else
- return 0;
- }
-
- if (acmod->grow_feat) {
- /* Grow to avoid wraparound if grow_feat == TRUE. */
- inptr = acmod->feat_outidx + acmod->n_feat_frame;
- while (inptr + 1 >= acmod->n_feat_alloc)
- acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2);
- }
- else {
- inptr = (acmod->feat_outidx + acmod->n_feat_frame) % acmod->n_feat_alloc;
- }
- for (i = 0; i < feat_dimension1(acmod->fcb); ++i)
- memcpy(acmod->feat_buf[inptr][i],
- feat[i], feat_dimension2(acmod->fcb, i) * sizeof(**feat));
- ++acmod->n_feat_frame;
- assert(acmod->n_feat_frame <= acmod->n_feat_alloc);
-
- return 1;
-}
-
-static int
-acmod_read_senfh_header(acmod_t *acmod)
-{
- char **name, **val;
- int32 swap;
- int i;
-
- if (bio_readhdr(acmod->insenfh, &name, &val, &swap) < 0)
- goto error_out;
- for (i = 0; name[i] != NULL; ++i) {
- if (!strcmp(name[i], "n_sen")) {
- if (atoi(val[i]) != bin_mdef_n_sen(acmod->mdef)) {
- E_ERROR("Number of senones in senone file (%d) does not "
- "match mdef (%d)\n", atoi(val[i]),
- bin_mdef_n_sen(acmod->mdef));
- goto error_out;
- }
- }
-
- if (!strcmp(name[i], "logbase")) {
- if (fabs(atof_c(val[i]) - logmath_get_base(acmod->lmath)) > 0.001) {
- E_ERROR("Logbase in senone file (%f) does not match acmod "
- "(%f)\n", atof_c(val[i]),
- logmath_get_base(acmod->lmath));
- goto error_out;
- }
- }
- }
- acmod->insen_swap = swap;
- bio_hdrarg_free(name, val);
- return 0;
-error_out:
- bio_hdrarg_free(name, val);
- return -1;
-}
-
-int
-acmod_set_insenfh(acmod_t *acmod, FILE *senfh)
-{
- acmod->insenfh = senfh;
- if (senfh == NULL) {
- acmod->n_feat_frame = 0;
- acmod->compallsen = cmd_ln_boolean_r(acmod->config, "-compallsen");
- return 0;
- }
- acmod->compallsen = TRUE;
- return acmod_read_senfh_header(acmod);
-}
-
-int
-acmod_rewind(acmod_t *acmod)
-{
- /* If the feature buffer is circular, this is not possible. */
- if (acmod->output_frame > acmod->n_feat_alloc) {
- E_ERROR("Circular feature buffer cannot be rewound (output frame %d, "
- "alloc %d)\n", acmod->output_frame, acmod->n_feat_alloc);
- return -1;
- }
-
- /* Frames consumed + frames available */
- acmod->n_feat_frame = acmod->output_frame + acmod->n_feat_frame;
-
- /* Reset output pointers. */
- acmod->feat_outidx = 0;
- acmod->output_frame = 0;
- acmod->senscr_frame = -1;
- acmod->mgau->frame_idx = 0;
-
- return 0;
-}
-
-int
-acmod_advance(acmod_t *acmod)
-{
- /* Advance the output pointers. */
- if (++acmod->feat_outidx == acmod->n_feat_alloc)
- acmod->feat_outidx = 0;
- --acmod->n_feat_frame;
- ++acmod->mgau->frame_idx;
-
- return ++acmod->output_frame;
-}
-
-int
-acmod_write_scores(acmod_t *acmod, int n_active, uint8 const *active,
- int16 const *senscr, FILE *senfh)
-{
- int16 n_active2;
-
- /* Uncompressed frame format:
- *
- * (2 bytes) n_active: Number of active senones
- * If all senones active:
- * (n_active * 2 bytes) scores of active senones
- *
- * Otherwise:
- * (2 bytes) n_active: Number of active senones
- * (n_active bytes) deltas to active senones
- * (n_active * 2 bytes) scores of active senones
- */
- n_active2 = n_active;
- if (fwrite(&n_active2, 2, 1, senfh) != 1)
- goto error_out;
- if (n_active == bin_mdef_n_sen(acmod->mdef)) {
- if (fwrite(senscr, 2, n_active, senfh) != n_active)
- goto error_out;
- }
- else {
- int i, n;
- if (fwrite(active, 1, n_active, senfh) != n_active)
- goto error_out;
- for (i = n = 0; i < n_active; ++i) {
- n += active[i];
- if (fwrite(senscr + n, 2, 1, senfh) != 1)
- goto error_out;
- }
- }
- return 0;
-error_out:
- E_ERROR_SYSTEM("Failed to write frame to senone file");
- return -1;
-}
-
-/**
- * Internal version, used for reading previous frames in acmod_score()
- */
-static int
-acmod_read_scores_internal(acmod_t *acmod)
-{
- FILE *senfh = acmod->insenfh;
- int16 n_active;
- size_t rv;
-
- if (acmod->n_feat_frame == acmod->n_feat_alloc) {
- if (acmod->grow_feat)
- acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2);
- else
- return 0;
- }
-
- if (senfh == NULL)
- return -1;
-
- if ((rv = fread(&n_active, 2, 1, senfh)) != 1)
- goto error_out;
-
- acmod->n_senone_active = n_active;
- if (acmod->n_senone_active == bin_mdef_n_sen(acmod->mdef)) {
- if ((rv = fread(acmod->senone_scores, 2,
- acmod->n_senone_active, senfh)) != acmod->n_senone_active)
- goto error_out;
- }
- else {
- int i, n;
-
- if ((rv = fread(acmod->senone_active, 1,
- acmod->n_senone_active, senfh)) != acmod->n_senone_active)
- goto error_out;
-
- for (i = 0, n = 0; i < acmod->n_senone_active; ++i) {
- int j, sen = n + acmod->senone_active[i];
- for (j = n + 1; j < sen; ++j)
- acmod->senone_scores[j] = SENSCR_DUMMY;
-
- if ((rv = fread(acmod->senone_scores + sen, 2, 1, senfh)) != 1)
- goto error_out;
-
- n = sen;
- }
-
- n++;
- while (n < bin_mdef_n_sen(acmod->mdef))
- acmod->senone_scores[n++] = SENSCR_DUMMY;
- }
- return 1;
-
-error_out:
- if (ferror(senfh)) {
- E_ERROR_SYSTEM("Failed to read frame from senone file");
- return -1;
- }
- return 0;
-}
-
-int
-acmod_read_scores(acmod_t *acmod)
-{
- int inptr, rv;
-
- if (acmod->grow_feat) {
- /* Grow to avoid wraparound if grow_feat == TRUE. */
- inptr = acmod->feat_outidx + acmod->n_feat_frame;
- /* Has to be +1, otherwise, next time acmod_advance() is
- * called, this will wrap around. */
- while (inptr + 1 >= acmod->n_feat_alloc)
- acmod_grow_feat_buf(acmod, acmod->n_feat_alloc * 2);
- }
- else {
- inptr = (acmod->feat_outidx + acmod->n_feat_frame) %
- acmod->n_feat_alloc;
- }
-
- if ((rv = acmod_read_scores_internal(acmod)) != 1)
- return rv;
-
- /* Set acmod->senscr_frame appropriately so that these scores
- get reused below in acmod_score(). */
- acmod->senscr_frame = acmod->output_frame + acmod->n_feat_frame;
-
- E_DEBUG(1,("Frame %d has %d active states\n",
- acmod->senscr_frame, acmod->n_senone_active));
-
- /* Increment the "feature frame counter" and record the file
- * position for the relevant frame in the (possibly circular)
- * buffer. */
- ++acmod->n_feat_frame;
- acmod->framepos[inptr] = ftell(acmod->insenfh);
-
- return 1;
-}
-
-static int
-calc_frame_idx(acmod_t *acmod, int *inout_frame_idx)
-{
- int frame_idx;
-
- /* Calculate the absolute frame index to be scored. */
- if (inout_frame_idx == NULL)
- frame_idx = acmod->output_frame;
- else if (*inout_frame_idx < 0)
- frame_idx = acmod->output_frame + 1 + *inout_frame_idx;
- else
- frame_idx = *inout_frame_idx;
-
- return frame_idx;
-}
-
-static int
-calc_feat_idx(acmod_t *acmod, int frame_idx)
-{
- int n_backfr, feat_idx;
-
- n_backfr = acmod->n_feat_alloc - acmod->n_feat_frame;
- if (frame_idx < 0 || acmod->output_frame - frame_idx > n_backfr) {
- E_ERROR("Frame %d outside queue of %d frames, %d alloc (%d > %d), "
- "cannot score\n", frame_idx, acmod->n_feat_frame,
- acmod->n_feat_alloc, acmod->output_frame - frame_idx,
- n_backfr);
- return -1;
- }
-
- /* Get the index in feat_buf/framepos of the frame to be scored. */
- feat_idx = (acmod->feat_outidx + frame_idx - acmod->output_frame) %
- acmod->n_feat_alloc;
- if (feat_idx < 0)
- feat_idx += acmod->n_feat_alloc;
-
- return feat_idx;
-}
-
-mfcc_t **
-acmod_get_frame(acmod_t *acmod, int *inout_frame_idx)
-{
- int frame_idx, feat_idx;
-
- /* Calculate the absolute frame index requested. */
- frame_idx = calc_frame_idx(acmod, inout_frame_idx);
-
- /* Calculate position of requested frame in circular buffer. */
- if ((feat_idx = calc_feat_idx(acmod, frame_idx)) < 0)
- return NULL;
-
- if (inout_frame_idx)
- *inout_frame_idx = frame_idx;
-
- return acmod->feat_buf[feat_idx];
-}
-
-int16 const *
-acmod_score(acmod_t *acmod, int *inout_frame_idx)
-{
- int frame_idx, feat_idx;
-
- /* Calculate the absolute frame index to be scored. */
- frame_idx = calc_frame_idx(acmod, inout_frame_idx);
-
- /* If all senones are being computed, or we are using a senone file,
- then we can reuse existing scores. */
- if ((acmod->compallsen || acmod->insenfh)
- && frame_idx == acmod->senscr_frame) {
- if (inout_frame_idx)
- *inout_frame_idx = frame_idx;
- return acmod->senone_scores;
- }
-
- /* Calculate position of requested frame in circular buffer. */
- if ((feat_idx = calc_feat_idx(acmod, frame_idx)) < 0)
- return NULL;
-
- /*
- * If there is an input senone file locate the appropriate frame and read
- * it.
- */
- if (acmod->insenfh) {
- fseek(acmod->insenfh, acmod->framepos[feat_idx], SEEK_SET);
- if (acmod_read_scores_internal(acmod) < 0)
- return NULL;
- }
- else {
- /* Build active senone list. */
- acmod_flags2list(acmod);
-
- /* Generate scores for the next available frame */
- ps_mgau_frame_eval(acmod->mgau,
- acmod->senone_scores,
- acmod->senone_active,
- acmod->n_senone_active,
- acmod->feat_buf[feat_idx],
- frame_idx,
- acmod->compallsen);
- }
-
- if (inout_frame_idx)
- *inout_frame_idx = frame_idx;
- acmod->senscr_frame = frame_idx;
-
- /* Dump scores to the senone dump file if one exists. */
- if (acmod->senfh) {
- if (acmod_write_scores(acmod, acmod->n_senone_active,
- acmod->senone_active,
- acmod->senone_scores,
- acmod->senfh) < 0)
- return NULL;
- E_DEBUG(1,("Frame %d has %d active states\n", frame_idx,
- acmod->n_senone_active));
- }
-
- return acmod->senone_scores;
-}
-
-int
-acmod_best_score(acmod_t *acmod, int *out_best_senid)
-{
- int i, best;
-
- best = SENSCR_DUMMY;
- if (acmod->compallsen) {
- for (i = 0; i < bin_mdef_n_sen(acmod->mdef); ++i) {
- if (acmod->senone_scores[i] < best) {
- best = acmod->senone_scores[i];
- *out_best_senid = i;
- }
- }
- }
- else {
- int16 *senscr;
- senscr = acmod->senone_scores;
- for (i = 0; i < acmod->n_senone_active; ++i) {
- senscr += acmod->senone_active[i];
- if (*senscr < best) {
- best = *senscr;
- *out_best_senid = i;
- }
- }
- }
- return best;
-}
-
-
-void
-acmod_clear_active(acmod_t *acmod)
-{
- if (acmod->compallsen)
- return;
- bitvec_clear_all(acmod->senone_active_vec, bin_mdef_n_sen(acmod->mdef));
- acmod->n_senone_active = 0;
-}
-
-#define MPX_BITVEC_SET(a,h,i) \
- if (hmm_mpx_ssid(h,i) != BAD_SSID) \
- bitvec_set((a)->senone_active_vec, hmm_mpx_senid(h,i))
-#define NONMPX_BITVEC_SET(a,h,i) \
- bitvec_set((a)->senone_active_vec, \
- hmm_nonmpx_senid(h,i))
-
-void
-acmod_activate_hmm(acmod_t *acmod, hmm_t *hmm)
-{
- int i;
-
- if (acmod->compallsen)
- return;
- if (hmm_is_mpx(hmm)) {
- switch (hmm_n_emit_state(hmm)) {
- case 5:
- MPX_BITVEC_SET(acmod, hmm, 4);
- MPX_BITVEC_SET(acmod, hmm, 3);
- case 3:
- MPX_BITVEC_SET(acmod, hmm, 2);
- MPX_BITVEC_SET(acmod, hmm, 1);
- MPX_BITVEC_SET(acmod, hmm, 0);
- break;
- default:
- for (i = 0; i < hmm_n_emit_state(hmm); ++i) {
- MPX_BITVEC_SET(acmod, hmm, i);
- }
- }
- }
- else {
- switch (hmm_n_emit_state(hmm)) {
- case 5:
- NONMPX_BITVEC_SET(acmod, hmm, 4);
- NONMPX_BITVEC_SET(acmod, hmm, 3);
- case 3:
- NONMPX_BITVEC_SET(acmod, hmm, 2);
- NONMPX_BITVEC_SET(acmod, hmm, 1);
- NONMPX_BITVEC_SET(acmod, hmm, 0);
- break;
- default:
- for (i = 0; i < hmm_n_emit_state(hmm); ++i) {
- NONMPX_BITVEC_SET(acmod, hmm, i);
- }
- }
- }
-}
-
-int32
-acmod_flags2list(acmod_t *acmod)
-{
- int32 w, l, n, b, total_dists, total_words, extra_bits;
- bitvec_t *flagptr;
-
- total_dists = bin_mdef_n_sen(acmod->mdef);
- if (acmod->compallsen) {
- acmod->n_senone_active = total_dists;
- return total_dists;
- }
- total_words = total_dists / BITVEC_BITS;
- extra_bits = total_dists % BITVEC_BITS;
- w = n = l = 0;
- for (flagptr = acmod->senone_active_vec; w < total_words; ++w, ++flagptr) {
- if (*flagptr == 0)
- continue;
- for (b = 0; b < BITVEC_BITS; ++b) {
- if (*flagptr & (1UL << b)) {
- int32 sen = w * BITVEC_BITS + b;
- int32 delta = sen - l;
- /* Handle excessive deltas "lossily" by adding a few
- extra senones to bridge the gap. */
- while (delta > 255) {
- acmod->senone_active[n++] = 255;
- delta -= 255;
- }
- acmod->senone_active[n++] = delta;
- l = sen;
- }
- }
- }
-
- for (b = 0; b < extra_bits; ++b) {
- if (*flagptr & (1UL << b)) {
- int32 sen = w * BITVEC_BITS + b;
- int32 delta = sen - l;
- /* Handle excessive deltas "lossily" by adding a few
- extra senones to bridge the gap. */
- while (delta > 255) {
- acmod->senone_active[n++] = 255;
- delta -= 255;
- }
- acmod->senone_active[n++] = delta;
- l = sen;
- }
- }
-
- acmod->n_senone_active = n;
- E_DEBUG(1, ("acmod_flags2list: %d active in frame %d\n",
- acmod->n_senone_active, acmod->output_frame));
- return n;
-}
-
-int32
-acmod_stream_offset(acmod_t *acmod)
-{
- return acmod->utt_start_frame;
-}
-
-void
-acmod_start_stream(acmod_t *acmod)
-{
- fe_start_stream(acmod->fe);
- acmod->utt_start_frame = 0;
-}
-
-void
-acmod_set_rawdata_size(acmod_t *acmod, int32 size)
-{
- assert(size >= 0);
- acmod->rawdata_size = size;
- if (acmod->rawdata_size > 0) {
- ckd_free(acmod->rawdata);
- acmod->rawdata = ckd_calloc(size, sizeof(int16));
- }
-}
-
-void
-acmod_get_rawdata(acmod_t *acmod, int16 **buffer, int32 *size)
-{
- if (buffer) {
- *buffer = acmod->rawdata;
- }
- if (size) {
- *size = acmod->rawdata_pos;
- }
-}
-