int
agg_phn_seg(lexicon_t *lex,
acmod_set_t *acmod_set,
feat_t *fcb,
segdmp_type_t type)
{
uint16 *seg;
vector_t *mfcc;
vector_t **feat;
int32 n_frame;
uint32 tick_cnt;
acmod_id_t *phone;
uint32 *start;
uint32 *len;
uint32 n_phone;
uint32 s;
char *btw_mark;
char *trans;
char **word;
uint32 n_word;
int32 mfc_veclen = cmd_ln_int32("-ceplen");
uint32 n_stream;
uint32 *veclen;
tick_cnt = 0;
n_stream = feat_dimension1(fcb);
veclen = feat_stream_lengths(fcb);
while (corpus_next_utt()) {
if ((++tick_cnt % 500) == 0) {
E_INFOCONT("[%u] ", tick_cnt);
}
if (corpus_get_sent(&trans) != S3_SUCCESS) {
E_FATAL("Unable to read word transcript for %s\n", corpus_utt_brief_name());
}
if (corpus_get_seg(&seg, &n_frame) != S3_SUCCESS) {
E_FATAL("Unable to read Viterbi state segmentation for %s\n", corpus_utt_brief_name());
}
n_word = str2words(trans, NULL, 0);
word = ckd_calloc(n_word, sizeof(char*));
str2words(trans, word, n_word);
phone = mk_phone_list(&btw_mark, &n_phone, word, n_word, lex);
start = ckd_calloc(n_phone, sizeof(uint32));
len = ckd_calloc(n_phone, sizeof(uint32));
/* check to see whether the word transcript and dictionary entries
agree with the state segmentation */
if (ck_seg(acmod_set, phone, n_phone, seg, n_frame, corpus_utt()) != S3_SUCCESS) {
free(trans); /* alloc'ed using strdup, not ckd_*() */
free(seg); /* alloc'ed using malloc in areadshort(), not ckd_*() */
ckd_free(word);
ckd_free(phone);
E_ERROR("ck_seg failed");
continue;
}
if (cvt2triphone(acmod_set, phone, btw_mark, n_phone) != S3_SUCCESS) {
free(trans); /* alloc'ed using strdup, not ckd_*() */
free(seg); /* alloc'ed using malloc in areadshort(), not ckd_*() */
ckd_free(word);
ckd_free(phone);
E_ERROR("cvt2triphone failed");
continue;
}
ckd_free(btw_mark);
if (mk_seg(acmod_set,
seg,
n_frame,
phone,
start,
len,
n_phone) != S3_SUCCESS) {
free(trans);
free(seg);
ckd_free(word);
ckd_free(phone);
E_ERROR("mk_seg failed");
continue;
}
if (corpus_provides_mfcc()) {
if (corpus_get_generic_featurevec(&mfcc, &n_frame, mfc_veclen) < 0) {
E_FATAL("Can't read input features from %s\n", corpus_utt());
}
if (n_frame < 9) {
E_WARN("utt %s too short\n", corpus_utt());
if (mfcc) {
ckd_free(mfcc[0]);
ckd_free(mfcc);
mfcc = NULL;
}
continue;
}
feat = feat_array_alloc(fcb, n_frame + feat_window_size(fcb));
feat_s2mfc2feat_live(fcb, mfcc, &n_frame, TRUE, TRUE, feat);
for (s = 0; s < n_phone; s++) {
segdmp_add_feat(phone[s],
&feat[start[s]],
len[s]);
}
feat_array_free(feat);
free(&mfcc[0][0]);
ckd_free(mfcc);
}
else {
E_FATAL("No data type specified\n");
}
free(trans); /* alloc'ed using strdup, not ckd_*() */
free(seg); /* alloc'ed using malloc in areadshort(), not ckd_*() */
ckd_free(word);
ckd_free(phone);
ckd_free(start);
ckd_free(len);
}
return 0;
}
int
agg_all_seg(feat_t *fcb,
segdmp_type_t type,
const char *fn,
uint32 stride)
{
uint32 seq_no;
vector_t *mfcc = NULL;
uint32 mfc_veclen = cmd_ln_int32("-ceplen");
uint32 n_frame;
uint32 n_out_frame;
uint32 blksz=0;
vector_t **feat = NULL;
uint32 i, j;
uint32 t;
uint32 n_stream;
const uint32 *veclen;
FILE *fp;
uint32 ignore = 0;
long start;
int32 no_retries=0;
n_stream = feat_dimension1(fcb);
veclen = feat_stream_lengths(fcb);
for (i = 0, blksz = 0; i < n_stream; i++)
blksz += veclen[i];
fp = open_dmp(fn);
start = ftell(fp);
if (s3write(&i, sizeof(uint32), 1, fp, &ignore) != 1) {
E_ERROR_SYSTEM("Unable to write to dmp file");
return S3_ERROR;
}
for (seq_no = corpus_get_begin(), j = 0, n_out_frame = 0;
corpus_next_utt(); seq_no++) {
if (mfcc) {
free(mfcc[0]);
ckd_free(mfcc);
mfcc = NULL;
}
/* get the MFCC data for the utterance */
if (corpus_get_generic_featurevec(&mfcc, &n_frame, mfc_veclen) < 0) {
E_FATAL("Can't read input features from %s\n", corpus_utt());
}
if ((seq_no % 1000) == 0) {
E_INFO("[%u]\n", seq_no);
}
if (feat) {
feat_array_free(feat);
feat = NULL;
}
if (n_frame < 9) {
E_WARN("utt %s too short\n", corpus_utt());
if (mfcc) {
ckd_free(mfcc[0]);
ckd_free(mfcc);
mfcc = NULL;
}
continue;
}
feat = feat_array_alloc(fcb, n_frame + feat_window_size(fcb));
feat_s2mfc2feat_live(fcb, mfcc, &n_frame, TRUE, TRUE, feat);
for (t = 0; t < n_frame; t++, j++) {
if ((j % stride) == 0) {
while (s3write(&feat[t][0][0],
sizeof(float32),
blksz,
fp, &ignore) != blksz) {
static int rpt = 0;
if (!rpt) {
E_ERROR_SYSTEM("Unable to write to dmp file");
E_INFO("sleeping...\n");
no_retries++;
}
sleep(3);
if(no_retries > 10){
E_FATAL("Failed to write to a dmp file after 10 retries of getting MFCC(about 30 seconds)\n ");
}
}
++n_out_frame;
}
}
}
if (fseek(fp, start, SEEK_SET) < 0) {
E_ERROR_SYSTEM("Unable to seek to begin of dmp");
return S3_ERROR;
}
E_INFO("Wrote %u frames to %s\n", n_out_frame, fn);
if (s3write((void *)&n_out_frame, sizeof(uint32), 1, fp, &ignore) != 1) {
E_ERROR_SYSTEM("Unable to write to dmp file");
return S3_ERROR;
}
return S3_SUCCESS;
}
