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tools/openfst-1.6.7/src/include/fst/epsnormalize.h 1.89 KB
8dcb6dfcb   Yannick Estève   first commit
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  // See www.openfst.org for extensive documentation on this weighted
  // finite-state transducer library.
  //
  // Function that implements epsilon-normalization.
  
  #ifndef FST_EPSNORMALIZE_H_
  #define FST_EPSNORMALIZE_H_
  
  
  #include <fst/arc-map.h>
  #include <fst/factor-weight.h>
  #include <fst/invert.h>
  #include <fst/rmepsilon.h>
  
  
  namespace fst {
  
  enum EpsNormalizeType { EPS_NORM_INPUT, EPS_NORM_OUTPUT };
  
  // Returns an equivalent FST that is epsilon-normalized. An acceptor is
  // epsilon-normalized if it is epsilon-removed. A transducer is input
  // epsilon-normalized if additionally if on each path any epsilon input
  // label follows all non-epsilon input labels. Output epsilon-normalized
  // is defined similarly.
  //
  // For more information, see:
  //
  // Mohri, M. 2002. Generic epsilon-removal and input epsilon-normalization
  // algorithms for weighted transducers. International Journal of Computer
  // Science, 13(1): 129-143, 2002.
  template <class Arc>
  void EpsNormalize(const Fst<Arc> &ifst, MutableFst<Arc> *ofst,
                    EpsNormalizeType type = EPS_NORM_INPUT) {
    EpsNormalize<Arc, GALLIC>(ifst, ofst, type);
  }
  
  // Same as above, expect allows specifying explicitely the gallic weight type.
  template <class Arc, GallicType G>
  void EpsNormalize(const Fst<Arc> &ifst, MutableFst<Arc> *ofst,
                    EpsNormalizeType type) {
    VectorFst<GallicArc<Arc, G>> gfst;
    if (type == EPS_NORM_INPUT) {
      ArcMap(ifst, &gfst, ToGallicMapper<Arc, G>());
    } else {  // type == EPS_NORM_OUTPUT
      ArcMap(InvertFst<Arc>(ifst), &gfst, ToGallicMapper<Arc, G>());
    }
    RmEpsilon(&gfst);
    FactorWeightFst<GallicArc<Arc, G>,
                    GallicFactor<typename Arc::Label, typename Arc::Weight, G>>
        fwfst(gfst);
    ArcMap(fwfst, ofst, FromGallicMapper<Arc, G>());
    ofst->SetOutputSymbols(ifst.OutputSymbols());
    if (type == EPS_NORM_OUTPUT) Invert(ofst);
  }
  
  }  // namespace fst
  
  #endif  // FST_EPSNORMALIZE_H_