Holds the per-frame precomputed quantities x(t), x_{i}(t), z_{i}(t), and n_{i}(t) (cf. More...
#include <am-sgmm2.h>

Public Member Functions | |
| void | Resize (int32 ngauss, int32 feat_dim, int32 phn_dim) | 
Public Attributes | |
| std::vector< int32 > | gselect | 
| Vector< BaseFloat > | xt | 
| x'(t), FMLLR-adapted, dim = [D], eq.(33)  More... | |
| Matrix< BaseFloat > | xti | 
| x_{i}(t) = x'(t) - o_i(s): dim = [I][D], eq.(34)  More... | |
| Matrix< BaseFloat > | zti | 
| z_{i}(t), dim = [I][S], eq.(35)  More... | |
| Vector< BaseFloat > | nti | 
| n_{i}(t), dim = [I], eq.  More... | |
Holds the per-frame precomputed quantities x(t), x_{i}(t), z_{i}(t), and n_{i}(t) (cf.
Eq. (33)-(36)) for the SGMM, as well as the cached Gaussian selection records.
Definition at line 142 of file am-sgmm2.h.
Definition at line 151 of file am-sgmm2.h.
References VectorBase< Real >::Dim(), MatrixBase< Real >::NumCols(), MatrixBase< Real >::NumRows(), Vector< Real >::Resize(), and Matrix< Real >::Resize().
Referenced by AmSgmm2::ComputePerFrameVars(), TestSgmm2AccsIO(), TestSgmm2FmllrAccsIO(), TestSgmm2FmllrSubspace(), TestSgmm2Init(), and TestSgmm2IO().
| std::vector<int32> gselect | 
Definition at line 143 of file am-sgmm2.h.
Referenced by FmllrSgmm2Accs::Accumulate(), MleAmSgmm2Accs::AccumulateFromPosteriors(), MleSgmm2SpeakerAccs::AccumulateFromPosteriors(), AmSgmm2::ComponentLogLikes(), and AmSgmm2::ComputePerFrameVars().
n_{i}(t), dim = [I], eq.
(36) in CSL paper, but [SSGMM] with extra term log b_i^{(s)}, see eq. (24) of techreport.
Definition at line 147 of file am-sgmm2.h.
Referenced by AmSgmm2::ComponentLogLikes(), and AmSgmm2::ComputePerFrameVars().
x'(t), FMLLR-adapted, dim = [D], eq.(33)
Definition at line 144 of file am-sgmm2.h.
Referenced by MleAmSgmm2Accs::AccumulateFromPosteriors(), MleSgmm2SpeakerAccs::AccumulateFromPosteriors(), and AmSgmm2::ComputePerFrameVars().
x_{i}(t) = x'(t) - o_i(s): dim = [I][D], eq.(34)
Definition at line 145 of file am-sgmm2.h.
Referenced by MleAmSgmm2Accs::AccumulateFromPosteriors(), and AmSgmm2::ComputePerFrameVars().
z_{i}(t), dim = [I][S], eq.(35)
Definition at line 146 of file am-sgmm2.h.
Referenced by MleAmSgmm2Accs::AccumulateFromPosteriors(), AmSgmm2::ComponentLogLikes(), and AmSgmm2::ComputePerFrameVars().