// itf/transition-information.h // Copyright 2021 NVIDIA (author: Daniel Galvez) // 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_ITF_TRANSITION_INFORMATION_H_ #define KALDI_ITF_TRANSITION_INFORMATION_H_ #include #include namespace kaldi { /** * Class that abstracts out TransitionModel's methods originally used * in the lat/ directory. By instantiating a subclass of this abstract * class other than TransitionModel, you can use kaldi's lattice tools * without a dependency on the hmm/ and tree/ directories. For * example, you can consider creating a subclass that implements these * via extracting information from Eesen's CTC T.fst object. * * TransitionId values must be contiguous, and starting from 1, rather * than 0, since 0 corresponds to epsilon in OpenFST. */ class TransitionInformation { public: virtual ~TransitionInformation() {}; /** * Returns true if trans_id1 and trans_id2 can correspond to the * same phone when trans_id1 immediately precedes trans_id2 (i.e., * trans_id1 occurss at timestep t, and trans_id2 ocurs at timestep * 2) (possibly with epsilons between trans_id1 and trans_id2) OR * trans_id1 ocurs before trans_id2, with some number of * trans_id_{k} values, all of which fulfill * TransitionIdsEquivalent(trans_id1, trans_id_{k}) * * If trans_id1 == trans_id2, it must be the case that * TransitionIdsEquivalent(trans_id1, trans_id2) == true */ virtual bool TransitionIdsEquivalent(int32_t trans_id1, int32_t trans_id2) const = 0; /** * Returns true if this trans_id corresponds to the start of a * phone. */ virtual bool TransitionIdIsStartOfPhone(int32_t trans_id) const = 0; /** * Phone is a historical term, and should be understood in a wider * sense that also includes graphemes, word pieces, etc.: any * minimal entity in your problem domain which is represented by a * sequence of transitions with a PDF assigned to each of them by * the model. In this sense, Token is a better word. Since * TransitionInformation was added to subsume TransitionModel, we * did not want to change the call site of every * TransitionModel::TransitionIdToPhone to * TransitionInformation::TransitionIdToToken. */ virtual int32_t TransitionIdToPhone(int32_t trans_id) const = 0; /** * Returns true if the destination of any edge with this trans_id * as its ilabel is a final state (or if a final state is * epsilon-reachable from its destination state). */ virtual bool IsFinal(int32_t trans_id) const = 0; /** * Returns true if *all* of the FST edge labeled by this trans_id * have the same start and end states. */ virtual bool IsSelfLoop(int32_t trans_id) const = 0; int32_t TransitionIdToPdf(int32_t trans_id) const { return TransitionIdToPdfArray()[trans_id]; } /** * Returns the contiguous array that backs calls to * TransitionIdToPdf(). * * Ideally, this would return a std::span, but it doesn't because * kaldi doesn't support C++20 at the time this interface was * written. */ virtual const std::vector& TransitionIdToPdfArray() const = 0; int32_t NumTransitionIds() const { return TransitionIdToPdfArray().size() - 1; } /** * Return the number of distinct outputs from * TransitionIdToPdf(). Another way to look at this is as the number * of outputs over which your acoustic model does a softmax. */ virtual int32_t NumPdfs() const = 0; }; } // namespace kaldi #endif // KALDI_TRANSITION_INFORMATION_H_