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
|
/* -*- 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.
*
* ====================================================================
*
*/
/*
* ms_mgau.h -- Essentially a wrapper that wrap up gauden and
* senone. It supports multi-stream.
*
*
* **********************************************
* CMU ARPA Speech Project
*
* Copyright (c) 1997 Carnegie Mellon University.
* ALL RIGHTS RESERVED.
* **********************************************
* HISTORY
* $Log$
* Revision 1.1 2006/04/05 20:27:30 dhdfu
* A Great Reorganzation of header files and executables
*
* Revision 1.3 2006/02/22 16:57:15 arthchan2003
* Fixed minor dox-doc issue
*
* Revision 1.2 2006/02/22 16:56:01 arthchan2003
* Merged from SPHINX3_5_2_RCI_IRII_BRANCH: Added ms_mgau.[ch] into the trunk. It is a wrapper of ms_gauden and ms_senone
*
* Revision 1.1.2.4 2005/09/25 18:55:19 arthchan2003
* Added a flag to turn on and off precomputation.
*
* Revision 1.1.2.3 2005/08/03 18:53:44 dhdfu
* Add memory deallocation functions. Also move all the initialization
* of ms_mgau_model_t into ms_mgau_init (duh!), which entails removing it
* from decode_anytopo and friends.
*
* Revision 1.1.2.2 2005/08/02 21:05:38 arthchan2003
* 1, Added dist and mgau_active as intermediate variable for computation. 2, Added ms_cont_mgau_frame_eval, which is a multi stream version of GMM computation mainly s3.0 family of tools. 3, Fixed dox-doc.
*
* Revision 1.1.2.1 2005/07/20 19:37:09 arthchan2003
* Added a multi-stream cont_mgau (ms_mgau) which is a wrapper of both gauden and senone. Add ms_mgau_init and model_set_mllr. This allow eliminating 600 lines of code in decode_anytopo/align/allphone.
*
*
*
*/
/** \file ms_mgau.h
*
* \brief (Sphinx 3.0 specific) A module that wraps up the code of
* gauden and senone because they are closely related.
*
* At the time at Sphinx 3.1 to 3.2, Ravi has decided to rewrite only
* single-stream part of the code into cont_mgau.[ch]. This marks the
* beginning of historical problem of having two sets of Gaussian
* distribution computation routine, one for single-stream and one of
* multi-stream.
*
* In Sphinx 3.5, when we figure out that it is possible to allow both
* 3.0 family of tools and 3.x family of tools to coexist. This
* becomes one problem we found that very hard to reconcile. That is
* why we currently allow two versions of the code in the code
* base. This is likely to change in the future.
*/
#ifndef _LIBFBS_MS_CONT_MGAU_H_
#define _LIBFBS_MS_CONT_MGAU_H_
/* SphinxBase headers. */
#include <sphinxbase/cmd_ln.h>
#include <sphinxbase/logmath.h>
#include <sphinxbase/feat.h>
/* Local headers. */
#include "acmod.h"
#include "bin_mdef.h"
#include "ms_gauden.h"
#include "ms_senone.h"
/** \struct ms_mgau_t
\brief Multi-stream mixture gaussian. It is not necessary to be continr
*/
typedef struct {
ps_mgau_t base;
gauden_t* g; /**< The codebook */
senone_t* s; /**< The senone */
int topn; /**< Top-n gaussian will be computed */
/**< Intermediate used in computation */
gauden_dist_t ***dist;
uint8 *mgau_active;
cmd_ln_t *config;
} ms_mgau_model_t;
#define ms_mgau_gauden(msg) (msg->g)
#define ms_mgau_senone(msg) (msg->s)
#define ms_mgau_topn(msg) (msg->topn)
ps_mgau_t* ms_mgau_init(acmod_t *acmod, logmath_t *lmath, bin_mdef_t *mdef);
void ms_mgau_free(ps_mgau_t *g);
int32 ms_cont_mgau_frame_eval(ps_mgau_t * msg,
int16 *senscr,
uint8 *senone_active,
int32 n_senone_active,
mfcc_t ** feat,
int32 frame,
int32 compallsen);
int32 ms_mgau_mllr_transform(ps_mgau_t *s,
ps_mllr_t *mllr);
#endif /* _LIBFBS_MS_CONT_MGAU_H_*/
|
