/** * @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); } } } }