File size: 6,275 Bytes
5610573 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 | /* -*- c-basic-offset:4; indent-tabs-mode: nil -*- */
/* ====================================================================
* Copyright (c) 2014 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 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.
*
* ====================================================================
*
*/
/*
* allphone_search.h -- Search structures for phoneme decoding.
*/
#ifndef __ALLPHONE_SEARCH_H__
#define __ALLPHONE_SEARCH_H__
#include <pocketsphinx.h>
#include "util/glist.h"
#include "util/bitvec.h"
#include "util/blkarray_list.h"
#include "lm/ngram_model.h"
#include "pocketsphinx_internal.h"
#include "hmm.h"
#ifdef __cplusplus
extern "C" {
#endif
#if 0
}
#endif
/**
* Models a single unique <senone-sequence, tmat> pair.
* Can represent several different triphones, but all with the same parent basephone.
* (NOTE: Word-position attribute of triphone is ignored.)
*/
typedef struct phmm_s {
hmm_t hmm; /**< Base HMM structure */
s3pid_t pid; /**< Phone id (temp. during init.) */
s3cipid_t ci; /**< Parent basephone for this PHMM */
bitvec_t *lc; /**< Set (bit-vector) of left context phones seen for this PHMM */
bitvec_t *rc; /**< Set (bit-vector) of right context phones seen for this PHMM */
struct phmm_s *next; /**< Next unique PHMM for same parent basephone */
struct plink_s *succlist; /**< List of predecessor PHMM nodes */
} phmm_t;
/**
* List of links from a PHMM node to its successors; one link per successor.
*/
typedef struct plink_s {
phmm_t *phmm; /**< Successor PHMM node */
struct plink_s *next; /**< Next link for parent PHMM node */
} plink_t;
/**
* History (paths) information at any point in allphone Viterbi search.
*/
typedef struct history_s {
phmm_t *phmm; /**< PHMM ending this path */
int32 score; /**< Path score for this path */
int32 tscore; /**< Transition score for this path */
frame_idx_t ef; /**< End frame */
int32 hist; /**< Previous history entry */
} history_t;
/**
* Phone level segmentation information
*/
typedef struct phseg_s {
s3cipid_t ci; /* CI-phone id */
frame_idx_t sf, ef; /* Start and end frame for this phone occurrence */
int32 score; /* Acoustic score for this segment of alignment */
int32 tscore; /* Transition ("LM") score for this segment */
} phseg_t;
/**
* Segment iterator over list of phseg
*/
typedef struct phseg_iter_s {
ps_seg_t base;
glist_t seg;
} phseg_iter_t;
/**
* Implementation of allphone search structure.
*/
typedef struct allphone_search_s {
ps_search_t base;
hmm_context_t *hmmctx; /**< HMM context. */
ngram_model_t *lm; /**< Ngram model set */
int32 ci_only; /**< Use context-independent phones for decoding */
phmm_t **ci_phmm; /**< PHMM lists (for each CI phone) */
int32 *ci2lmwid; /**< Mapping of CI phones to LM word IDs */
int32 beam, pbeam; /**< Effective beams after applying beam_factor */
int32 lw, inspen; /**< Language weights */
frame_idx_t frame; /**< Current frame. */
float32 ascale; /**< Acoustic score scale for posterior probabilities. */
int32 n_tot_frame; /**< Total number of frames processed */
int32 n_hmm_eval; /**< Total HMMs evaluated this utt */
int32 n_sen_eval; /**< Total senones evaluated this utt */
/* Backtrace information */
blkarray_list_t *history; /**< List of history nodes allocated in each frame */
/* Hypothesis DAG */
glist_t segments;
ptmr_t perf; /**< Performance counter */
} allphone_search_t;
/**
* Create, initialize and return a search module.
*/
ps_search_t *allphone_search_init(const char *name,
ngram_model_t * lm,
ps_config_t * config,
acmod_t * acmod,
dict_t * dict, dict2pid_t * d2p);
/**
* Deallocate search structure.
*/
void allphone_search_free(ps_search_t * search);
/**
* Update allphone search module.
*/
int allphone_search_reinit(ps_search_t * search, dict_t * dict,
dict2pid_t * d2p);
/**
* Prepare the allphone search structure for beginning decoding of the next
* utterance.
*/
int allphone_search_start(ps_search_t * search);
/**
* Step one frame forward through the Viterbi search.
*/
int allphone_search_step(ps_search_t * search, int frame_idx);
/**
* Windup and clean the allphone search structure after utterance.
*/
int allphone_search_finish(ps_search_t * search);
/**
* Get hypothesis string from the allphone search.
*/
char const *allphone_search_hyp(ps_search_t * search, int32 * out_score);
#ifdef __cplusplus
} /* extern "C" */
#endif
#endif /* __ALLPHONE_SEARCH_H__ */
|