nnet-chain-example.h File Reference

#include "nnet3/nnet-nnet.h"
#include "nnet3/nnet-computation.h"
#include "hmm/posterior.h"
#include "util/table-types.h"
#include "nnet3/nnet-example.h"
#include "nnet3/nnet-example-utils.h"
#include "chain/chain-supervision.h"

Include dependency graph for nnet-chain-example.h:

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

Go to the source code of this file.

Classes
struct	NnetChainSupervision
struct	NnetChainExample
	NnetChainExample is like NnetExample, but specialized for lattice-free (chain) training. More...
struct	NnetChainExampleStructureHasher
	This hashing object hashes just the structural aspects of the NnetExample without looking at the value of the features. More...
struct	NnetChainExampleStructureCompare
	This comparator object compares just the structural aspects of the NnetChainExample without looking at the value of the features. More...
class	ChainExampleMerger
	This class is responsible for arranging examples in groups that have the same strucure (i.e. More...

Namespaces
	kaldi
	This code computes Goodness of Pronunciation (GOP) and extracts phone-level pronunciation feature for mispronunciations detection tasks, the reference:
	kaldi::nnet3

Typedefs
typedef TableWriter< KaldiObjectHolder< NnetChainExample > >	NnetChainExampleWriter
typedef SequentialTableReader< KaldiObjectHolder< NnetChainExample > >	SequentialNnetChainExampleReader
typedef RandomAccessTableReader< KaldiObjectHolder< NnetChainExample > >	RandomAccessNnetChainExampleReader

Functions
void	MergeChainExamples (bool compress, std::vector< NnetChainExample > *input, NnetChainExample *output)
	This function merges a list of NnetChainExample objects into a single one– intended to be used when forming minibatches for neural net training. More...
void	ShiftChainExampleTimes (int32 frame_shift, const std::vector< std::string > &exclude_names, NnetChainExample *eg)
	Shifts the time-index t of everything in the input of "eg" by adding "t_offset" to all "t" values– but excluding those with names listed in "exclude_names", e.g. More...
void	GetChainComputationRequest (const Nnet &nnet, const NnetChainExample &eg, bool need_model_derivative, bool store_component_stats, bool use_xent_regularization, bool use_xent_derivative, ComputationRequest *computation_request)
	This function takes a NnetChainExample and produces a ComputationRequest. More...
int32	GetChainNnetExampleSize (const NnetChainExample &a)
	This function returns the 'size' of a chain example as defined for purposes of merging egs, which is defined as the largest number of Indexes in any of the inputs or outputs of the example. More...