/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */ /* ==================================================================== * Copyright (c) 1999-2004 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. * * ==================================================================== * */ /* * tmat.c * * ********************************************** * CMU ARPA Speech Project * * Copyright (c) 1997 Carnegie Mellon University. * ALL RIGHTS RESERVED. * ********************************************** * * HISTORY * $Log: tmat.c,v $ * Revision 1.1.1.1 2006/05/23 18:45:01 dhuggins * re-importation * * Revision 1.4 2005/11/14 16:14:34 dhuggins * Use LOG() instead of logs3() for loading tmats, makes startup * ***much*** faster. * * Revision 1.3 2005/10/10 14:50:35 dhuggins * Deal properly with empty transition matrices. * * Revision 1.2 2005/09/30 15:01:23 dhuggins * More robust tmat reading - read the tmat in accordance with the fixed s2 topology * * Revision 1.1 2005/09/29 21:51:19 dhuggins * Add support for Sphinx3 tmat files. Amazingly enough, it Just Works * (but it isn't terribly robust) * * Revision 1.6 2005/07/05 13:12:39 dhdfu * Add new arguments to logs3_init() in some tests, main_ep * * Revision 1.5 2005/06/21 19:23:35 arthchan2003 * 1, Fixed doxygen documentation. 2, Added $ keyword. * * Revision 1.5 2005/05/03 04:09:09 archan * Implemented the heart of word copy search. For every ci-phone, every word end, a tree will be allocated to preserve its pathscore. This is different from 3.5 or below, only the best score for a particular ci-phone, regardless of the word-ends will be preserved at every frame. The graph propagation will not collect unused word tree at this point. srch_WST_propagate_wd_lv2 is also as the most stupid in the century. But well, after all, everything needs a start. I will then really get the results from the search and see how it looks. * * Revision 1.4 2005/04/21 23:50:26 archan * Some more refactoring on the how reporting of structures inside kbcore_t is done, it is now 50% nice. Also added class-based LM test case into test-decode.sh.in. At this moment, everything in search mode 5 is already done. It is time to test the idea whether the search can really be used. * * Revision 1.3 2005/03/30 01:22:47 archan * Fixed mistakes in last updates. Add * * * 20.Apr.2001 RAH (rhoughton@mediasite.com, ricky.houghton@cs.cmu.edu) * Added tmat_free to free allocated memory * * 29-Feb-2000 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Added tmat_chk_1skip(), and made tmat_chk_uppertri() public. * * 10-Dec-1999 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Made tmat_dump() public. * * 11-Mar-97 M K Ravishankar (rkm@cs.cmu.edu) at Carnegie Mellon University. * Started based on original S3 implementation. */ /* System headers. */ #include /* SphinxBase headers. */ #include #include #include #include /* Local headers. */ #include "tmat.h" #include "hmm.h" #include "vector.h" #define TMAT_PARAM_VERSION "1.0" /** * Checks that no transition matrix in the given object contains backward arcs. * @returns 0 if successful, -1 if check failed. */ static int32 tmat_chk_uppertri(tmat_t *tmat, logmath_t *lmath); /** * Checks that transition matrix arcs in the given object skip over * at most 1 state. * @returns 0 if successful, -1 if check failed. */ static int32 tmat_chk_1skip(tmat_t *tmat, logmath_t *lmath); void tmat_dump(tmat_t * tmat, FILE * fp) { int32 i, src, dst; for (i = 0; i < tmat->n_tmat; i++) { fprintf(fp, "TMAT %d = %d x %d\n", i, tmat->n_state, tmat->n_state + 1); for (src = 0; src < tmat->n_state; src++) { for (dst = 0; dst <= tmat->n_state; dst++) fprintf(fp, " %12d", tmat->tp[i][src][dst]); fprintf(fp, "\n"); } fprintf(fp, "\n"); } fflush(fp); } /* * Check model tprob matrices that they conform to upper-triangular assumption; * i.e. no "backward" transitions allowed. */ int32 tmat_chk_uppertri(tmat_t * tmat, logmath_t *lmath) { int32 i, src, dst; /* Check that each tmat is upper-triangular */ for (i = 0; i < tmat->n_tmat; i++) { for (dst = 0; dst < tmat->n_state; dst++) for (src = dst + 1; src < tmat->n_state; src++) if (tmat->tp[i][src][dst] < 255) { E_ERROR("tmat[%d][%d][%d] = %d\n", i, src, dst, tmat->tp[i][src][dst]); return -1; } } return 0; } int32 tmat_chk_1skip(tmat_t * tmat, logmath_t *lmath) { int32 i, src, dst; for (i = 0; i < tmat->n_tmat; i++) { for (src = 0; src < tmat->n_state; src++) for (dst = src + 3; dst <= tmat->n_state; dst++) if (tmat->tp[i][src][dst] < 255) { E_ERROR("tmat[%d][%d][%d] = %d\n", i, src, dst, tmat->tp[i][src][dst]); return -1; } } return 0; } tmat_t * tmat_init(char const *file_name, logmath_t *lmath, float64 tpfloor, int32 breport) { char tmp; int32 n_src, n_dst, n_tmat; FILE *fp; int32 byteswap, chksum_present; uint32 chksum; float32 **tp; int32 i, j, k, tp_per_tmat; char **argname, **argval; tmat_t *t; if (breport) { E_INFO("Reading HMM transition probability matrices: %s\n", file_name); } t = (tmat_t *) ckd_calloc(1, sizeof(tmat_t)); if ((fp = fopen(file_name, "rb")) == NULL) E_FATAL_SYSTEM("Failed to open transition file '%s' for reading", file_name); /* Read header, including argument-value info and 32-bit byteorder magic */ if (bio_readhdr(fp, &argname, &argval, &byteswap) < 0) E_FATAL("Failed to read header from file '%s'\n", file_name); /* Parse argument-value list */ chksum_present = 0; for (i = 0; argname[i]; i++) { if (strcmp(argname[i], "version") == 0) { if (strcmp(argval[i], TMAT_PARAM_VERSION) != 0) E_WARN("Version mismatch(%s): %s, expecting %s\n", file_name, argval[i], TMAT_PARAM_VERSION); } else if (strcmp(argname[i], "chksum0") == 0) { chksum_present = 1; /* Ignore the associated value */ } } bio_hdrarg_free(argname, argval); argname = argval = NULL; chksum = 0; /* Read #tmat, #from-states, #to-states, arraysize */ if ((bio_fread(&n_tmat, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_src, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&n_dst, sizeof(int32), 1, fp, byteswap, &chksum) != 1) || (bio_fread(&i, sizeof(int32), 1, fp, byteswap, &chksum) != 1)) { E_FATAL("Failed to read header from '%s'\n", file_name); } if (n_tmat >= MAX_INT16) E_FATAL("%s: Number of transition matrices (%d) exceeds limit (%d)\n", file_name, n_tmat, MAX_INT16); t->n_tmat = n_tmat; if (n_dst != n_src + 1) E_FATAL("%s: Unsupported transition matrix. Number of source states (%d) != number of target states (%d)-1\n", file_name, n_src, n_dst); t->n_state = n_src; if (i != t->n_tmat * n_src * n_dst) { E_FATAL ("%s: Invalid transitions. Number of coefficients (%d) doesn't match expected array dimension: %d x %d x %d\n", file_name, i, t->n_tmat, n_src, n_dst); } /* Allocate memory for tmat data */ t->tp = ckd_calloc_3d(t->n_tmat, n_src, n_dst, sizeof(***t->tp)); /* Temporary structure to read in the float data */ tp = ckd_calloc_2d(n_src, n_dst, sizeof(**tp)); /* Read transition matrices, normalize and floor them, and convert to log domain */ tp_per_tmat = n_src * n_dst; for (i = 0; i < t->n_tmat; i++) { if (bio_fread(tp[0], sizeof(float32), tp_per_tmat, fp, byteswap, &chksum) != tp_per_tmat) { E_FATAL("Failed to read transition matrix %d from '%s'\n", i, file_name); } /* Normalize and floor */ for (j = 0; j < n_src; j++) { if (vector_sum_norm(tp[j], n_dst) == 0.0) E_WARN("Normalization failed for transition matrix %d from state %d\n", i, j); vector_nz_floor(tp[j], n_dst, tpfloor); vector_sum_norm(tp[j], n_dst); /* Convert to logs3. */ for (k = 0; k < n_dst; k++) { int ltp; #if 0 /* No, don't do this! It will subtly break 3-state HMMs. */ /* For these ones, we floor them even if they are * zero, otherwise HMM evaluation goes nuts. */ if (k >= j && k-j < 3 && tp[j][k] == 0.0f) tp[j][k] = tpfloor; #endif /* Log and quantize them. */ ltp = -logmath_log(lmath, tp[j][k]) >> SENSCR_SHIFT; if (ltp > 255) ltp = 255; t->tp[i][j][k] = (uint8)ltp; } } } ckd_free_2d(tp); if (chksum_present) bio_verify_chksum(fp, byteswap, chksum); if (fread(&tmp, 1, 1, fp) == 1) E_ERROR("Non-empty file beyond end of data\n"); fclose(fp); if (tmat_chk_uppertri(t, lmath) < 0) E_FATAL("Tmat not upper triangular\n"); if (tmat_chk_1skip(t, lmath) < 0) E_FATAL("Topology not Left-to-Right or Bakis\n"); return t; } void tmat_report(tmat_t * t) { E_INFO_NOFN("Initialization of tmat_t, report:\n"); E_INFO_NOFN("Read %d transition matrices of size %dx%d\n", t->n_tmat, t->n_state, t->n_state + 1); E_INFO_NOFN("\n"); } /* * RAH, Free memory allocated in tmat_init () */ void tmat_free(tmat_t * t) { if (t) { if (t->tp) ckd_free_3d(t->tp); ckd_free(t); } }