am-sgmm2.h File Reference

#include <vector>
#include "base/kaldi-common.h"
#include "matrix/matrix-lib.h"
#include "gmm/model-common.h"
#include "gmm/diag-gmm.h"
#include "gmm/full-gmm.h"
#include "itf/options-itf.h"
#include "util/table-types.h"
#include "util/kaldi-thread.h"

Include dependency graph for am-sgmm2.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
struct	Sgmm2SplitSubstatesConfig
struct	Sgmm2GselectConfig
struct	Sgmm2PerFrameDerivedVars
	Holds the per-frame precomputed quantities x(t), x_{i}(t), z_{i}(t), and n_{i}(t) (cf. More...
class	Sgmm2PerSpkDerivedVars
struct	Sgmm2LikelihoodCache
	Sgmm2LikelihoodCache caches SGMM likelihoods at two levels: the final pdf likelihoods, and the sub-state level likelihoods, which means that with the SCTM system we can avoid redundant computation. More...
struct	Sgmm2LikelihoodCache::SubstateCacheElement
struct	Sgmm2LikelihoodCache::PdfCacheElement
class	AmSgmm2
	Class for definition of the subspace Gmm acoustic model. More...
struct	Sgmm2GauPostElement
	This is the entry for a single time. More...
class	Sgmm2GauPost
	indexed by time. More...

Namespaces
	kaldi
	This code computes Goodness of Pronunciation (GOP) and extracts phone-level pronunciation feature for mispronunciations detection tasks, the reference:

Typedefs
typedef KaldiObjectHolder< Sgmm2GauPost >	Sgmm2GauPostHolder
typedef RandomAccessTableReader< Sgmm2GauPostHolder >	RandomAccessSgmm2GauPostReader
typedef SequentialTableReader< Sgmm2GauPostHolder >	SequentialSgmm2GauPostReader
typedef TableWriter< Sgmm2GauPostHolder >	Sgmm2GauPostWriter

Functions
void	ComputeFeatureNormalizingTransform (const FullGmm &gmm, Matrix< BaseFloat > *xform)
	Computes the inverse of an LDA transform (without dimensionality reduction) The computed transform is used in initializing the phonetic and speaker subspaces, as well as while increasing the dimensions of those spaces. More...