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void | GetPerFrameAcousticCosts (const Lattice &nbest, Vector< BaseFloat > *per_frame_loglikes) |
| This function extracts the per-frame log likelihoods from a linear lattice (which we refer to as an 'nbest' lattice elsewhere in Kaldi code). More...
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int32 | LatticeStateTimes (const Lattice &lat, std::vector< int32 > *times) |
| This function iterates over the states of a topologically sorted lattice and counts the time instance corresponding to each state. More...
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int32 | CompactLatticeStateTimes (const CompactLattice &clat, std::vector< int32 > *times) |
| As LatticeStateTimes, but in the CompactLattice format. More...
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BaseFloat | LatticeForwardBackward (const Lattice &lat, Posterior *arc_post, double *acoustic_like_sum=NULL) |
| This function does the forward-backward over lattices and computes the posterior probabilities of the arcs. More...
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bool | ComputeCompactLatticeAlphas (const CompactLattice &lat, std::vector< double > *alpha) |
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bool | ComputeCompactLatticeBetas (const CompactLattice &lat, std::vector< double > *beta) |
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template<typename LatticeType > |
double | ComputeLatticeAlphasAndBetas (const LatticeType &lat, bool viterbi, std::vector< double > *alpha, std::vector< double > *beta) |
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void | TopSortCompactLatticeIfNeeded (CompactLattice *clat) |
| Topologically sort the compact lattice if not already topologically sorted. More...
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void | TopSortLatticeIfNeeded (Lattice *clat) |
| Topologically sort the lattice if not already topologically sorted. More...
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BaseFloat | CompactLatticeDepth (const CompactLattice &clat, int32 *num_frames) |
| Returns the depth of the lattice, defined as the average number of arcs crossing any given frame. More...
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void | CompactLatticeDepthPerFrame (const CompactLattice &clat, std::vector< int32 > *depth_per_frame) |
| This function returns, for each frame, the number of arcs crossing that frame. More...
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void | CompactLatticeLimitDepth (int32 max_arcs_per_frame, CompactLattice *clat) |
| This function limits the depth of the lattice, per frame: that means, it does not allow more than a specified number of arcs active on any given frame. More...
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void | LatticeActivePhones (const Lattice &lat, const TransitionModel &trans, const std::vector< int32 > &sil_phones, std::vector< std::set< int32 > > *active_phones) |
| Given a lattice, and a transition model to map pdf-ids to phones, outputs for each frame the set of phones active on that frame. More...
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void | ConvertLatticeToPhones (const TransitionModel &trans_model, Lattice *lat) |
| Given a lattice, and a transition model to map pdf-ids to phones, replace the output symbols (presumably words), with phones; we use the TransitionModel to work out the phone sequence. More...
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template<class LatticeType > |
bool | PruneLattice (BaseFloat beam, LatticeType *lat) |
| Prunes a lattice or compact lattice. More...
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void | ConvertCompactLatticeToPhones (const TransitionModel &trans_model, CompactLattice *clat) |
| Given a lattice, and a transition model to map pdf-ids to phones, replace the sequences of transition-ids with sequences of phones. More...
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bool | LatticeBoost (const TransitionModel &trans, const std::vector< int32 > &alignment, const std::vector< int32 > &silence_phones, BaseFloat b, BaseFloat max_silence_error, Lattice *lat) |
| Boosts LM probabilities by b * [number of frame errors]; equivalently, adds -b*[number of frame errors] to the graph-component of the cost of each arc/path. More...
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BaseFloat | LatticeForwardBackwardMpeVariants (const TransitionModel &trans, const std::vector< int32 > &silence_phones, const Lattice &lat, const std::vector< int32 > &num_ali, std::string criterion, bool one_silence_class, Posterior *post) |
| This function implements either the MPFE (minimum phone frame error) or SMBR (state-level minimum bayes risk) forward-backward, depending on whether "criterion" is "mpfe" or "smbr". More...
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BaseFloat | LatticeForwardBackwardMmi (const TransitionModel &trans, const Lattice &lat, const std::vector< int32 > &num_ali, bool drop_frames, bool convert_to_pdf_ids, bool cancel, Posterior *arc_post) |
| This function can be used to compute posteriors for MMI, with a positive contribution for the numerator and a negative one for the denominator. More...
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bool | CompactLatticeToWordAlignment (const CompactLattice &clat, std::vector< int32 > *words, std::vector< int32 > *begin_times, std::vector< int32 > *lengths) |
| This function takes a CompactLattice that should only contain a single linear sequence (e.g. More...
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bool | CompactLatticeToWordProns (const TransitionModel &tmodel, const CompactLattice &clat, std::vector< int32 > *words, std::vector< int32 > *begin_times, std::vector< int32 > *lengths, std::vector< std::vector< int32 > > *prons, std::vector< std::vector< int32 > > *phone_lengths) |
| This function takes a CompactLattice that should only contain a single linear sequence (e.g. More...
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void | CompactLatticeShortestPath (const CompactLattice &clat, CompactLattice *shortest_path) |
| A form of the shortest-path/best-path algorithm that's specially coded for CompactLattice. More...
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void | AddWordInsPenToCompactLattice (BaseFloat word_ins_penalty, CompactLattice *clat) |
| This function add the word insertion penalty to graph score of each word in the compact lattice. More...
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bool | RescoreCompactLattice (DecodableInterface *decodable, CompactLattice *clat) |
| This function *adds* the negated scores obtained from the Decodable object, to the acoustic scores on the arcs. More...
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int32 | LongestSentenceLength (const Lattice &lat) |
| This function returns the number of words in the longest sentence in a CompactLattice (i.e. More...
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int32 | LongestSentenceLength (const CompactLattice &lat) |
| This function returns the number of words in the longest sentence in a CompactLattice, i.e. More...
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bool | RescoreCompactLatticeSpeedup (const TransitionModel &tmodel, BaseFloat speedup_factor, DecodableInterface *decodable, CompactLattice *clat) |
| This function is like RescoreCompactLattice, but it is modified to avoid computing probabilities on most frames where all the pdf-ids are the same. More...
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bool | RescoreLattice (DecodableInterface *decodable, Lattice *lat) |
| This function *adds* the negated scores obtained from the Decodable object, to the acoustic scores on the arcs. More...
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void | ComposeCompactLatticeDeterministic (const CompactLattice &clat, fst::DeterministicOnDemandFst< fst::StdArc > *det_fst, CompactLattice *composed_clat) |
| This function Composes a CompactLattice format lattice with a DeterministicOnDemandFst<fst::StdFst> format fst, and outputs another CompactLattice format lattice. More...
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void | ComputeAcousticScoresMap (const Lattice &lat, unordered_map< std::pair< int32, int32 >, std::pair< BaseFloat, int32 >, PairHasher< int32 > > *acoustic_scores) |
| This function computes the mapping from the pair (frame-index, transition-id) to the pair (sum-of-acoustic-scores, num-of-occurences) over all occurences of the transition-id in that frame. More...
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void | ReplaceAcousticScoresFromMap (const unordered_map< std::pair< int32, int32 >, std::pair< BaseFloat, int32 >, PairHasher< int32 > > &acoustic_scores, Lattice *lat) |
| This function restores acoustic scores computed using the function ComputeAcousticScoresMap into the lattice. More...
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