/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */
/* ====================================================================
 * Copyright (c) 1999-2004 Carnegie Mellon University.  All rights
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 *    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 
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/*
 * 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_

#include <ms_gauden.h>
#include <ms_senone.h>
#include <interp.h>
#include <s3types.h>
#include <prim_type.h>
#include <feat.h>
#include <mdef.h>
#include <ascr.h>
#include <cmd_ln.h>

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

/* Lists of senones sharing each mixture Gaussian codebook */
/* \struct mgau2sen_t
   \brief a mapping from gaussian to senone
*/
typedef struct mgau2sen_s {
    s3senid_t sen;		/**< Senone shared by this mixture Gaussian */
    struct mgau2sen_s *next;	/**< Next entry in list for this mixture Gaussian */
} mgau2sen_t;

/** \struct ms_mgau_t
    \brief Multi-stream mixture gaussian. It is not necessary to be continr
*/

typedef struct {
    gauden_t* g;   /**< The codebook */
    senone_t* s;   /**< The senone */
    mgau2sen_t **mgau2sen; /**< Senones sharing mixture Gaussian codebooks */
    interp_t* i;   /**< The interplotion weight file */
    int32 topn;    /**< Top-n gaussian will be computed */

    /**< Intermediate used in computation */
    gauden_dist_t ***dist;  
    int8 *mgau_active;

} ms_mgau_model_t;  

#define ms_mgau_gauden(msg) (msg->g)
#define ms_mgau_senone(msg) (msg->s)
#define ms_mgau_interp(msg) (msg->i)
#define ms_mgau_mgau2sen(msg) (msg->mgau2sen)
#define ms_mgau_topn(msg) (msg->topn)

ms_mgau_model_t* ms_mgau_init (char *meanfile,	/**< In: File containing means of mixture gaussians */
			       char *varfile,	/**< In: File containing variances of mixture gaussians */
			       float64 varfloor,	/**< In: Floor value applied to variances; e.g., 0.0001 */
			       char *mixwfile,	/**< In: File containing mixture weights */
			       float64 mixwfloor,	/**< In: Floor value for mixture weights; e.g., 0.0000001 */
			       int32 precomp,
			       char* senmgau,	/**< In: type of the gaussians distribution, .cont. or .semi. FIX 
						   me! This is confusing!*/
			       char* lambdafile, /**< In: Interplation file */
			       int32 topn        /**< In: Top-n gaussian will be computed */
    );

/** Free memory allocated by ms_mgau_init */
void ms_mgau_free(ms_mgau_model_t *g /**< In: A set of models to free */
    );

S3DECODER_EXPORT
int32 ms_cont_mgau_frame_eval (ascr_t *ascr,   /**< In: An ascr object*/
			       ms_mgau_model_t *msg, /**< In: A multi-stream mgau mode */
			       mdef_t *mdef,   /**< In: A mdef */
			       float32** feat
    );


S3DECODER_EXPORT
int32 model_set_mllr(ms_mgau_model_t* msg, /**< The model-stream Gaussian distribution model */
		     const char *mllrfile, /**< The MLLR file name */
		     const char *cb2mllrfile, /**< The codebook to MLLR file name */
		     feat_t* fcb,            /**< FCB object */
		     mdef_t *mdef            /**< A model definition */
    );

int32 model_set_mllr_r(ms_mgau_model_t* msg, /**< The model-stream Gaussian distribution model */
                       const char *mllrfile, /**< The MLLR file name */
                       const char *cb2mllrfile, /**< The codebook to MLLR file name */
                       feat_t* fcb,            /**< FCB object */
                       mdef_t *mdef,            /**< A model definition */
                       cmd_ln_t *config
    );

#ifdef __cplusplus
}
#endif


#endif /* _LIBFBS_MS_CONT_MGAU_H_*/