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
|
/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */
/* ====================================================================
* Copyright (c) 1999-2010 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.
*
* ====================================================================
*
*/
/**
* @file ptm_mgau.h Fast phonetically-tied mixture evaluation.
* @author David Huggins-Daines <dhuggins@cs.cmu.edu>
*/
#ifndef __PTM_MGAU_H__
#define __PTM_MGAU_H__
/* SphinxBase headesr. */
#include <sphinxbase/fe.h>
#include <sphinxbase/logmath.h>
#include <sphinxbase/mmio.h>
/* Local headers. */
#include "acmod.h"
#include "hmm.h"
#include "bin_mdef.h"
#include "ms_gauden.h"
typedef struct ptm_mgau_s ptm_mgau_t;
typedef struct ptm_topn_s {
int32 cw; /**< Codeword index. */
int32 score; /**< Score. */
} ptm_topn_t;
typedef struct ptm_fast_eval_s {
ptm_topn_t ***topn; /**< Top-N for each codebook (mgau x feature x topn) */
bitvec_t *mgau_active; /**< Set of active codebooks */
} ptm_fast_eval_t;
struct ptm_mgau_s {
ps_mgau_t base; /**< base structure. */
cmd_ln_t *config; /**< Configuration parameters */
gauden_t *g; /**< Set of Gaussians. */
int32 n_sen; /**< Number of senones. */
uint8 *sen2cb; /**< Senone to codebook mapping. */
uint8 ***mixw; /**< Mixture weight distributions by feature, codeword, senone */
mmio_file_t *sendump_mmap;/* Memory map for mixw (or NULL if not mmap) */
uint8 *mixw_cb; /* Mixture weight codebook, if any (assume it contains 16 values) */
int16 max_topn;
int16 ds_ratio;
ptm_fast_eval_t *hist; /**< Fast evaluation info for past frames. */
ptm_fast_eval_t *f; /**< Fast eval info for current frame. */
int n_fast_hist; /**< Number of past frames tracked. */
/* Log-add table for compressed values. */
logmath_t *lmath_8b;
/* Log-add object for reloading means/variances. */
logmath_t *lmath;
};
ps_mgau_t *ptm_mgau_init(acmod_t *acmod, bin_mdef_t *mdef);
void ptm_mgau_free(ps_mgau_t *s);
int ptm_mgau_frame_eval(ps_mgau_t *s,
int16 *senone_scores,
uint8 *senone_active,
int32 n_senone_active,
mfcc_t **featbuf,
int32 frame,
int32 compallsen);
int ptm_mgau_mllr_transform(ps_mgau_t *s,
ps_mllr_t *mllr);
#endif /* __PTM_MGAU_H__ */
|