File size: 8,910 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
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
/* -*- 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 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.
 *
 * ====================================================================
 * 
 * **********************************************
 * CMU ARPA Speech Project
 *
 * Copyright (c) 2003 Carnegie Mellon University.
 * ALL RIGHTS RESERVED.
 * **********************************************
 *
 */

/**
 * @file fsg_model.h
 * @brief Finite-state grammars for recognition
 */


#ifndef __FSG_MODEL_H__
#define __FSG_MODEL_H__

#include <stdio.h>
#include <string.h>

#include <pocketsphinx.h>
#include <pocketsphinx/export.h>

#include "util/glist.h"
#include "util/bitvec.h"
#include "util/hash_table.h"
#include "util/listelem_alloc.h"

#ifdef __cplusplus
extern "C" {
#endif
#if 0
/* Fool Emacs. */
}
#endif

/**
 * @struct fsg_link_t
 * @brief A single transition in the FSG.
 */
typedef struct fsg_link_s {
    int32 from_state;
    int32 to_state;
    int32 logs2prob;	/**< log(transition probability)*lw */
    int32 wid;		/**< Word-ID; <0 if epsilon or null transition */
} fsg_link_t;

/* Access macros */
#define fsg_link_from_state(l)	((l)->from_state)
#define fsg_link_to_state(l)	((l)->to_state)
#define fsg_link_wid(l)		((l)->wid)
#define fsg_link_logs2prob(l)	((l)->logs2prob)

/**
 * @struct trans_list_t
 * @brief Adjacency list for a state in an FSG.
 *
 * Actually we use hash tables so that random access is a bit faster.
 * Plus it allows us to make the lookup code a bit less ugly.
 */
typedef struct trans_list_s {
    hash_table_t *null_trans;   /* Null transitions keyed by state. */
    hash_table_t *trans;        /* Lists of non-null transitions keyed by state. */
} trans_list_t;

/**
 * @struct fsg_model_t
 * @brief Word level FSG definition.
 *
 * States are simply integers 0..n_state-1.
 * A transition emits a word and has a given probability of being taken.
 * There can also be null or epsilon transitions, with no associated emitted
 * word.
 */
typedef struct fsg_model_s {
    int refcount;       /**< Reference count. */
    char *name;		/**< A unique string identifier for this FSG */
    int32 n_word;       /**< Number of unique words in this FSG */
    int32 n_word_alloc; /**< Number of words allocated in vocab */
    char **vocab;       /**< Vocabulary for this FSG. */
    bitvec_t *silwords; /**< Indicates which words are silence/fillers. */
    bitvec_t *altwords; /**< Indicates which words are pronunciation alternates. */
    logmath_t *lmath;	/**< Pointer to log math computation object. */
    int32 n_state;	/**< number of states in FSG */
    int32 start_state;	/**< Must be in the range [0..n_state-1] */
    int32 final_state;	/**< Must be in the range [0..n_state-1] */
    float32 lw;		/**< Language weight that's been applied to transition
			   logprobs */
    trans_list_t *trans; /**< Transitions out of each state, if any. */
    listelem_alloc_t *link_alloc; /**< Allocator for FSG links. */
} fsg_model_t;

/* Access macros */
#define fsg_model_name(f)		((f)->name)
#define fsg_model_n_state(f)		((f)->n_state)
#define fsg_model_start_state(f)	((f)->start_state)
#define fsg_model_final_state(f)	((f)->final_state)
#define fsg_model_log(f,p)		logmath_log((f)->lmath, p)
#define fsg_model_lw(f)			((f)->lw)
#define fsg_model_n_word(f)		((f)->n_word)
#define fsg_model_word_str(f,wid)       (wid == -1 ? "(NULL)" : (f)->vocab[wid])

/**
 * Iterator over arcs.
 * Implementation of arc iterator.
 */
typedef struct fsg_arciter_s {
    hash_iter_t *itor, *null_itor;
    gnode_t *gn;
} fsg_arciter_t;

/**
 * Have silence transitions been added?
 */
#define fsg_model_has_sil(f)            ((f)->silwords != NULL)

/**
 * Have alternate word transitions been added?
 */
#define fsg_model_has_alt(f)            ((f)->altwords != NULL)

#define fsg_model_is_filler(f,wid) \
    (fsg_model_has_sil(f) ? bitvec_is_set((f)->silwords, wid) : FALSE)
#define fsg_model_is_alt(f,wid) \
    (fsg_model_has_alt(f) ? bitvec_is_set((f)->altwords, wid) : FALSE)

/**
 * Create a new FSG.
 */
fsg_model_t *fsg_model_init(char const *name, logmath_t *lmath,
                            float32 lw, int32 n_state);

/**
 * Add a word to the FSG vocabulary.
 *
 * @return Word ID for this new word.
 */
int fsg_model_word_add(fsg_model_t *fsg, char const *word);

/**
 * Look up a word in the FSG vocabulary.
 *
 * @return Word ID for this word
 */
int fsg_model_word_id(fsg_model_t *fsg, char const *word);

/**
 * Add the given transition to the FSG transition matrix.
 *
 * Duplicates (i.e., two transitions between the same states, with the
 * same word label) are flagged and only the highest prob retained.
 */
void fsg_model_trans_add(fsg_model_t * fsg,
                         int32 from, int32 to, int32 logp, int32 wid);

/**
 * Add a null transition between the given states.
 *
 * There can be at most one null transition between the given states;
 * duplicates are flagged and only the best prob retained.  Transition
 * probs must be <= 1 (i.e., logprob <= 0).
 *
 * @return 1 if a new transition was added, 0 if the prob of an existing
 * transition was upgraded; -1 if nothing was changed.
 */
int32 fsg_model_null_trans_add(fsg_model_t * fsg, int32 from, int32 to, int32 logp);

/**
 * Add a "tag" transition between the given states.
 *
 * A "tag" transition is a null transition with a non-null word ID,
 * which corresponds to a semantic tag or other symbol to be output
 * when this transition is taken.
 *
 * As above, there can be at most one null or tag transition between
 * the given states; duplicates are flagged and only the best prob
 * retained.  Transition probs must be <= 1 (i.e., logprob <= 0).
 *
 * @return 1 if a new transition was added, 0 if the prob of an existing
 * transition was upgraded; -1 if nothing was changed.
 */
int32 fsg_model_tag_trans_add(fsg_model_t * fsg, int32 from, int32 to,
                              int32 logp, int32 wid);

/**
 * Obtain transitive closure of null transitions in the given FSG.
 *
 * @param nulls List of null transitions, or NULL to find them automatically.
 * @return Updated list of null transitions.
 */
POCKETSPHINX_EXPORT
glist_t fsg_model_null_trans_closure(fsg_model_t * fsg, glist_t nulls);

/**
 * Get the list of transitions (if any) from state i to j.
 */
glist_t fsg_model_trans(fsg_model_t *fsg, int32 i, int32 j);

/**
 * Get an iterator over the outgoing transitions from state i.
 */
fsg_arciter_t *fsg_model_arcs(fsg_model_t *fsg, int32 i);

/**
 * Get the current arc from the arc iterator.
 */
fsg_link_t *fsg_arciter_get(fsg_arciter_t *itor);

/**
 * Move the arc iterator forward.
 */
fsg_arciter_t *fsg_arciter_next(fsg_arciter_t *itor);

/**
 * Free the arc iterator (early termination)
 */
void fsg_arciter_free(fsg_arciter_t *itor);
/**
 * Get the null transition (if any) from state i to j.
 */
fsg_link_t *fsg_model_null_trans(fsg_model_t *fsg, int32 i, int32 j);

/**
 * Add silence word transitions to each state in given FSG.
 *
 * @param state state to add a self-loop to, or -1 for all states.
 * @param silprob probability of silence transition.
 */
int fsg_model_add_silence(fsg_model_t * fsg, char const *silword,
                          int state, float32 silprob);

/**
 * Add alternate pronunciation transitions for a word in given FSG.
 */
int fsg_model_add_alt(fsg_model_t * fsg, char const *baseword,
                      char const *altword);


#ifdef __cplusplus
}
#endif

#endif /* __FSG_MODEL_H__ */