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// fstext/lattice-utils.h
// Copyright 2009-2011 Microsoft Corporation
// See ../../COPYING for clarification regarding multiple authors
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// THIS CODE IS PROVIDED *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED
// WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,
// MERCHANTABLITY OR NON-INFRINGEMENT.
// See the Apache 2 License for the specific language governing permissions and
// limitations under the License.
#ifndef KALDI_FSTEXT_LATTICE_UTILS_H_
#define KALDI_FSTEXT_LATTICE_UTILS_H_
#include <vector>
#include "fst/fstlib.h"
#include "fstext/lattice-weight.h"
namespace fst {
// The template ConvertLattice does conversions to and from
// LatticeWeight FSTs and CompactLatticeWeight FSTs, and
// between float and double, and to convert from LatticeWeight
// to TropicalWeight. It's used in the I/O code for lattices,
// and for converting lattices to standard FSTs (e.g. for creating
// decoding graphs from lattices).
/**
Convert lattice from a normal FST to a CompactLattice FST. This is a bit like converting to the Gallic semiring, except the semiring behaves in a different way (designed to take the best path). Note: the ilabels end up as the symbols on the arcs of the output acceptor, and the olabels go to the strings. To make it the other way around (useful for the speech-recognition application), set invert=true [the default].*/template <class Weight, class Int>void ConvertLattice( const ExpandedFst<ArcTpl<Weight> >& ifst, MutableFst<ArcTpl<CompactLatticeWeightTpl<Weight, Int> > >* ofst, bool invert = true);
/**
Convert lattice CompactLattice format to Lattice. This is a bit like converting from the Gallic semiring. As for any CompactLattice, "ifst" must be an acceptor (i.e., ilabels and olabels should be identical). If invert=false, the labels on "ifst" become the ilabels on "ofst" and the strings in the weights of "ifst" becomes the olabels. If invert=true [default], this is reversed (useful for speech recognition lattices; our standard non-compact format has the words on the output side to match HCLG). */template <class Weight, class Int>void ConvertLattice( const ExpandedFst<ArcTpl<CompactLatticeWeightTpl<Weight, Int> > >& ifst, MutableFst<ArcTpl<Weight> >* ofst, bool invert = true);
/**
Convert between CompactLattices and Lattices of different floating point types... this works between any pair of weight types for which ConvertLatticeWeight is defined (c.f. lattice-weight.h), and also includes conversion from LatticeWeight to TropicalWeight. */template <class WeightIn, class WeightOut>void ConvertLattice(const ExpandedFst<ArcTpl<WeightIn> >& ifst, MutableFst<ArcTpl<WeightOut> >* ofst);
// Now define some ConvertLattice functions that require two phases of
// conversion (don't bother coding these separately as they will be used rarely.
// Lattice with float to CompactLattice with double.
template <class Int>void ConvertLattice( const ExpandedFst<ArcTpl<LatticeWeightTpl<float> > >& ifst, MutableFst< ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<double>, Int> > >* ofst) { VectorFst<ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<float>, Int> > > fst; ConvertLattice(ifst, &fst); ConvertLattice(fst, ofst);}
// Lattice with double to CompactLattice with float.
template <class Int>void ConvertLattice( const ExpandedFst<ArcTpl<LatticeWeightTpl<double> > >& ifst, MutableFst<ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<float>, Int> > >* ofst) { VectorFst<ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<double>, Int> > > fst; ConvertLattice(ifst, &fst); ConvertLattice(fst, ofst);}
/// Converts CompactLattice with double to Lattice with float.
template <class Int>void ConvertLattice( const ExpandedFst< ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<double>, Int> > >& ifst, MutableFst<ArcTpl<LatticeWeightTpl<float> > >* ofst) { VectorFst<ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<float>, Int> > > fst; ConvertLattice(ifst, &fst); ConvertLattice(fst, ofst);}
/// Converts CompactLattice with float to Lattice with double.
template <class Int>void ConvertLattice( const ExpandedFst< ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<float>, Int> > >& ifst, MutableFst<ArcTpl<LatticeWeightTpl<double> > >* ofst) { VectorFst<ArcTpl<CompactLatticeWeightTpl<LatticeWeightTpl<double>, Int> > > fst; ConvertLattice(ifst, &fst); ConvertLattice(fst, ofst);}
/// Converts TropicalWeight to LatticeWeight (puts all the weight on
/// the first float in the lattice's pair).
template <class Real>void ConvertFstToLattice(const ExpandedFst<ArcTpl<TropicalWeight> >& ifst, MutableFst<ArcTpl<LatticeWeightTpl<Real> > >* ofst);
/** Returns a default 2x2 matrix scaling factor for LatticeWeight */inline std::vector<std::vector<double> > DefaultLatticeScale() { std::vector<std::vector<double> > ans(2); ans[0].resize(2, 0.0); ans[1].resize(2, 0.0); ans[0][0] = ans[1][1] = 1.0; return ans;}
inline std::vector<std::vector<double> > AcousticLatticeScale(double acwt) { std::vector<std::vector<double> > ans(2); ans[0].resize(2, 0.0); ans[1].resize(2, 0.0); ans[0][0] = 1.0; ans[1][1] = acwt; return ans;}
inline std::vector<std::vector<double> > GraphLatticeScale(double lmwt) { std::vector<std::vector<double> > ans(2); ans[0].resize(2, 0.0); ans[1].resize(2, 0.0); ans[0][0] = lmwt; ans[1][1] = 1.0; return ans;}
inline std::vector<std::vector<double> > LatticeScale(double lmwt, double acwt) { std::vector<std::vector<double> > ans(2); ans[0].resize(2, 0.0); ans[1].resize(2, 0.0); ans[0][0] = lmwt; ans[1][1] = acwt; return ans;}
/** Scales the pairs of weights in LatticeWeight or CompactLatticeWeight by
viewing the pair (a, b) as a 2-vector and pre-multiplying by the 2x2 matrix in "scale". E.g. typically scale would equal [ 1 0; 0 acwt ] if we want to scale the acoustics by "acwt". */template <class Weight, class ScaleFloat>void ScaleLattice(const std::vector<std::vector<ScaleFloat> >& scale, MutableFst<ArcTpl<Weight> >* fst);
/// Removes state-level alignments (the strings that are
/// part of the weights).
template <class Weight, class Int>void RemoveAlignmentsFromCompactLattice( MutableFst<ArcTpl<CompactLatticeWeightTpl<Weight, Int> > >* fst);
/// Returns true if lattice has alignments, i.e. it has
/// any nonempty strings inside its weights.
template <class Weight, class Int>bool CompactLatticeHasAlignment( const ExpandedFst<ArcTpl<CompactLatticeWeightTpl<Weight, Int> > >& fst);
/// Class StdToLatticeMapper maps a normal arc (StdArc)
/// to a LatticeArc by putting the StdArc weight as the first
/// element of the LatticeWeight. Useful when doing LM
/// rescoring.
template <class Real>class StdToLatticeMapper { typedef LatticeWeightTpl<Real> LatticeWeight; typedef ArcTpl<LatticeWeight> LatticeArc;
public: LatticeArc operator()(const StdArc& arc) { // Note: we have to check whether the arc's weight is zero below,
// and if so return (infinity, infinity) and not (infinity, zero),
// because (infinity, zero) is not a valid LatticeWeight, which should
// either be both finite, or both infinite (i.e. Zero()).
return LatticeArc( arc.ilabel, arc.olabel, LatticeWeight(arc.weight.Value(), arc.weight == StdArc::Weight::Zero() ? arc.weight.Value() : 0.0), arc.nextstate); } MapFinalAction FinalAction() { return MAP_NO_SUPERFINAL; }
MapSymbolsAction InputSymbolsAction() { return MAP_COPY_SYMBOLS; }
MapSymbolsAction OutputSymbolsAction() { return MAP_COPY_SYMBOLS; }
// I believe all properties are preserved.
uint64 Properties(uint64 props) { return props; }};
/// Class LatticeToStdMapper maps a LatticeArc to a normal arc (StdArc)
/// by adding the elements of the LatticeArc weight.
template <class Real>class LatticeToStdMapper { typedef LatticeWeightTpl<Real> LatticeWeight; typedef ArcTpl<LatticeWeight> LatticeArc;
public: StdArc operator()(const LatticeArc& arc) { return StdArc(arc.ilabel, arc.olabel, StdArc::Weight(arc.weight.Value1() + arc.weight.Value2()), arc.nextstate); } MapFinalAction FinalAction() { return MAP_NO_SUPERFINAL; }
MapSymbolsAction InputSymbolsAction() { return MAP_COPY_SYMBOLS; }
MapSymbolsAction OutputSymbolsAction() { return MAP_COPY_SYMBOLS; }
// I believe all properties are preserved.
uint64 Properties(uint64 props) { return props; }};
template <class Weight, class Int>void PruneCompactLattice( Weight beam, MutableFst<ArcTpl<CompactLatticeWeightTpl<Weight, Int> > >* fst);
} // end namespace fst
#include "fstext/lattice-utils-inl.h"
#endif // KALDI_FSTEXT_LATTICE_UTILS_H_
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