/**
* @file put_htkdata_info.c
*
*
* @brief %HMM 定義や特徴パラメータの情報をテキスト出力する
*
*
*
* @brief Output %HMM and parameter information to standard out
*
*
* @author Akinobu LEE
* @date Tue Feb 15 23:36:00 2005
*
* $Revision: 1.7 $
*
*/
/*
* Copyright (c) 1991-2012 Kawahara Lab., Kyoto University
* Copyright (c) 2000-2005 Shikano Lab., Nara Institute of Science and Technology
* Copyright (c) 2005-2012 Julius project team, Nagoya Institute of Technology
* All rights reserved
*/
#include
#include
#include
#include
#include
/**
* Output transition matrix.
*
* @param fp [in] file descriptor
* @param t [in] pointer to a transion matrix
*/
void
put_htk_trans(FILE *fp, HTK_HMM_Trans *t)
{
int i,j;
if (fp == NULL) return;
if (t == NULL) {
fprintf(fp, "no transition\n");
} else {
for (i=0;istatenum;i++) {
for (j=0;jstatenum;j++) {
fprintf(fp, " %e", t->a[i][j]);
}
fprintf(fp, "\n");
}
}
}
/**
* Output variance vector (diagonal).
*
* @param fp [in] file descriptor
* @param v [in] pointer to a variance data
*/
void
put_htk_var(FILE *fp, HTK_HMM_Var *v)
{
int i;
if (fp == NULL) return;
if (v == NULL) {
fprintf(fp, "no covariance\n");
} else {
fprintf(fp, "variance(%d): (may be inversed)", v->len);
for (i=0;ilen;i++) {
fprintf(fp, " %e", v->vec[i]);
}
fprintf(fp, "\n");
}
}
/**
* Output a density information, mean and variance.
*
* @param fp [in] file descriptor
* @param d [in] pointer to a density data
*/
void
put_htk_dens(FILE *fp, HTK_HMM_Dens *d)
{
int i;
if (fp == NULL) return;
if (d == NULL) {
fprintf(fp, "no dens\n");
} else {
fprintf(fp, "mean(%d):", d->meanlen);
for (i=0;imeanlen;i++) {
fprintf(fp, " %e", d->mean[i]);
}
fprintf(fp, "\n");
put_htk_var(fp, d->var);
fprintf(fp, "gconst: %e\n", d->gconst);
}
}
/**
* Output a mixture component.
*
* @param fp [in] file descriptor
* @param m [in] pointer to %HMM mixture PDF
*/
void
put_htk_mpdf(FILE *fp, HTK_HMM_PDF *m)
{
int i;
GCODEBOOK *book;
if (m == NULL) {
fprintf(fp, "no mixture pdf\n");
return;
}
if (m->name != NULL) fprintf(fp, " [~p \"%s\"] (stream %d)\n", m->name, m->stream_id + 1);
if (m->tmix) {
book = (GCODEBOOK *)m->b;
fprintf(fp, " tmix codebook = \"%s\" (size=%d)\n", book->name, book->num);
for (i=0;imix_num;i++) {
fprintf(fp, " weight%d = %f\n", i, exp(m->bweight[i]));
}
} else {
for (i=0;imix_num;i++) {
fprintf(fp, "-- d%d (weight=%f)--\n",i+1,exp(m->bweight[i]));
put_htk_dens(fp, m->b[i]);
}
}
}
/**
* Output a state.
*
* @param fp [in] file descriptor
* @param s [in] pointer to %HMM state
*/
void
put_htk_state(FILE *fp, HTK_HMM_State *s)
{
int st;
if (fp == NULL) return;
if (s == NULL) {
fprintf(fp, "no output state\n");
} else {
if (s->name != NULL) fprintf(fp, "[~s \"%s\"]\n", s->name);
for (st=0;stnstream;st++) {
fprintf(fp, "stream %d:", st + 1);
if (s->w != NULL) {
fprintf(fp, " (weight=%f", s->w->weight[st]);
if (s->w->name != NULL) {
fprintf(fp, " <- ~w \"%s\"", s->w->name);
}
fprintf(fp, ")");
}
fprintf(fp, "\n");
put_htk_mpdf(fp, s->pdf[st]);
}
}
}
/**
* Output %HMM model, number of states and information for each state.
*
* @param fp [in] file descriptor
* @param h [in] pointer to %HMM model
*/
void
put_htk_hmm(FILE *fp, HTK_HMM_Data *h)
{
int i;
if (fp == NULL) return;
fprintf(fp, "name: %s\n", h->name);
fprintf(fp, "state num: %d\n", h->state_num);
for (i=0;istate_num;i++) {
fprintf(fp, "**** state %d ****\n",i+1);
put_htk_state(fp, h->s[i]);
}
put_htk_trans(fp, h->tr);
}
/**
* Output logical %HMM data and its mapping status.
*
* @param fp [in] file descriptor
* @param logical [in] pointer to a logical %HMM
*/
void
put_logical_hmm(FILE *fp, HMM_Logical *logical)
{
if (fp == NULL) return;
fprintf(fp, "name: %s\n", logical->name);
if (logical->is_pseudo) {
fprintf(fp, "mapped to: %s (pseudo)\n", logical->body.pseudo->name);
} else {
fprintf(fp, "mapped to: %s\n", logical->body.defined->name);
}
}
/**
* Output transition arcs of an HMM instance.
*
* @param fp [in] file descriptor
* @param d [in] pointer to a HMM instance.
*/
void
put_hmm_arc(FILE *fp, HMM *d)
{
A_CELL *ac;
int i;
if (fp == NULL) return;
fprintf(fp, "total len: %d\n", d->len);
for (i=0;ilen;i++) {
fprintf(fp, "node-%d\n", i);
for (ac=d->state[i].ac;ac;ac=ac->next) {
fprintf(fp, " arc: %d %f (%f)\n",ac->arc, ac->a, pow(10.0, ac->a));
}
}
if (d->accept_ac_a != LOG_ZERO) {
fprintf(fp, "last arc to accept state: %f\n", d->accept_ac_a);
}
}
/**
* Output output probability information of an HMM instance.
*
* @param fp [in] file descriptor
* @param d [in] pointer to a HMM instance.
*/
void
put_hmm_outprob(FILE *fp, HMM *d)
{
int i;
if (fp == NULL) return;
fprintf(fp, "total len: %d\n", d->len);
for (i=0;ilen;i++) {
fprintf(fp, "n%d\n", i);
if (d->state[i].is_pseudo_state) {
fprintf(fp, "[[[pseudo state cluster with %d states]]]\n", d->state[i].out.cdset->num);
} else {
put_htk_state(fp, d->state[i].out.state);
}
}
}
/**
* Output an HMM instance.
*
* @param fp [in] file descriptor
* @param d [in] pointer to a HMM instance.
*/
void
put_hmm(FILE *fp, HMM *d)
{
if (fp == NULL) return;
put_hmm_arc(fp, d);
put_hmm_outprob(fp, d);
}
/**
* Output parameter header.
*
* @param fp [in] file descriptor
* @param h [in] pointer to a parameter header information
*/
void
put_param_head(FILE *fp, HTK_Param_Header *h)
{
char buf[128];
if (fp == NULL) return;
fprintf(fp, "num of samples: %d\n", h->samplenum);
fprintf(fp, "window shift: %d ms\n", h->wshift / 10000);
fprintf(fp, "bytes per sample: %d\n", h->sampsize);
fprintf(fp, "parameter type: %s\n", param_code2str(buf, h->samptype, FALSE));
}
/**
* Output array of vectors.
*
* @param fp [in] file descriptor
* @param p [in] pointer to vector array represented as [0..num-1][0...veclen-1]
* @param num [in] number of vectors in @a p
* @param veclen [in] length of each vector
*/
void
put_vec(FILE *fp, VECT **p, int num, short veclen)
{
int t,v;
if (fp == NULL) return;
for (t=0;theader));
put_vec(fp, pinfo->parvec, pinfo->samplenum, pinfo->veclen);
}
/**
* Output the length of an input parameter by number of frames and seconds.
*
* @param fp [in] file descriptor
* @param pinfo [in] pointer to parameter structure.
*/
void
put_param_info(FILE *fp, HTK_Param *pinfo)
{
HTK_Param_Header *h;
float sec;
if (fp == NULL) return;
h = &(pinfo->header);
sec = (float)h->samplenum * (float)h->wshift / 10000000;
fprintf(fp, "length: %d frames (%.2f sec.)\n", h->samplenum, sec);
}
/**
* Output total statistic informations of the %HMM definition data.
*
* @param fp [in] file descriptor
* @param hmminfo [in] %HMM definition data.
*/
void
print_hmmdef_info(FILE *fp, HTK_HMM_INFO *hmminfo)
{
char buf[128];
int i, d;
if (fp == NULL) return;
fprintf(fp, " HMM Info:\n");
fprintf(fp, " %d models, %d states, %d mpdfs, %d Gaussians are defined\n", hmminfo->totalhmmnum, hmminfo->totalstatenum, hmminfo->totalpdfnum, hmminfo->totalmixnum);
fprintf(fp, "\t model type = ");
if (hmminfo->is_tied_mixture) fprintf(fp, "has tied-mixture, ");
if (hmminfo->opt.stream_info.num > 1) fprintf(fp, "multi-stream, ");
#ifdef ENABLE_MSD
if (hmminfo->has_msd) fprintf(fp, "MSD-HMM, ");
#endif
fprintf(fp, "context dependency handling %s\n",
(hmminfo->is_triphone) ? "ON" : "OFF");
fprintf(fp, " training parameter = %s\n",param_code2str(buf, hmminfo->opt.param_type, FALSE));
fprintf(fp, "\t vector length = %d\n", hmminfo->opt.vec_size);
fprintf(fp, "\tnumber of stream = %d\n", hmminfo->opt.stream_info.num);
fprintf(fp, "\t stream info =");
for(d=0,i=0;iopt.stream_info.num;i++) {
if (hmminfo->opt.stream_info.vsize[i] == 1) {
fprintf(fp, " [%d]", d);
} else {
fprintf(fp, " [%d-%d]", d, d + hmminfo->opt.stream_info.vsize[i] - 1);
}
d += hmminfo->opt.stream_info.vsize[i];
}
fprintf(fp, "\n");
fprintf(fp, "\tcov. matrix type = %s\n", get_cov_str(hmminfo->opt.cov_type));
fprintf(fp, "\t duration type = %s\n", get_dur_str(hmminfo->opt.dur_type));
if (hmminfo->is_tied_mixture) {
fprintf(fp, "\t codebook num = %d\n", hmminfo->codebooknum);
fprintf(fp, " max codebook size = %d\n", hmminfo->maxcodebooksize);
}
fprintf(fp, "\tmax mixture size = %d Gaussians\n", hmminfo->maxmixturenum);
fprintf(fp, " max length of model = %d states\n", hmminfo->maxstatenum);
fprintf(fp, " logical base phones = %d\n", hmminfo->basephone.num);
fprintf(fp, " model skip trans. = ");
if (hmminfo->need_multipath) {
fprintf(fp, "exist, require multi-path handling\n");
} else {
fprintf(fp, "not exist, no multi-path handling\n");
}
if (hmminfo->need_multipath) {
fprintf(fp, " skippable models =");
{
HTK_HMM_Data *dtmp;
int n = 0;
for (dtmp = hmminfo->start; dtmp; dtmp = dtmp->next) {
if (is_skippable_model(dtmp)) {
fprintf(fp, " %s", dtmp->name);
n++;
}
}
if (n == 0) {
fprintf(fp, " none\n");
} else {
fprintf(fp, " (%d model(s))\n", n);
}
}
}
}