#include <algorithm>
#include <string>
#include <vector>
#include "sgmm2/fmllr-sgmm2.h"
#include "util/parse-options.h"

Include dependency graph for fmllr-sgmm2.cc:

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

Functions
static void	ApplyPreXformToGradient (const Sgmm2FmllrGlobalParams &globals, const Matrix< BaseFloat > &gradient_in, Matrix< BaseFloat > *gradient_out)

static void	ApplyInvPreXformToChange (const Sgmm2FmllrGlobalParams &globals, const Matrix< BaseFloat > &delta_in, Matrix< BaseFloat > *delta_out)

static void	ApplyHessianXformToGradient (const Sgmm2FmllrGlobalParams &globals, const Matrix< BaseFloat > &gradient_in, Matrix< BaseFloat > *gradient_out)

static void	ApplyInvHessianXformToChange (const Sgmm2FmllrGlobalParams &globals, const Matrix< BaseFloat > &delta_in, Matrix< BaseFloat > *delta_out)

static BaseFloat	CalcFmllrStepSize (const AffineXformStats &stats, const AmSgmm2 &sgmm, const MatrixBase< BaseFloat > &Delta, const MatrixBase< BaseFloat > &A, const Matrix< BaseFloat > &G, int32 max_iters)

void	EstimateSgmm2FmllrSubspace (const SpMatrix< double > &fmllr_grad_scatter, int32 num_fmllr_bases, int32 feat_dim, Sgmm2FmllrGlobalParams *fmllr_globals, double min_eig=0.0)
	Computes the fMLLR basis matrices given the scatter of the vectorized gradients (eq: B.10). More...

Namespaces

Functions