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src/bin/post-to-pdf-post.cc 2.55 KB
8dcb6dfcb   Yannick Estève   first commit
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  // bin/post-to-pdf-post.cc
  
  // Copyright 2012-2013  Johns Hopkins University (Author: Daniel Povey)
  
  // 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.
  
  
  #include "base/kaldi-common.h"
  #include "util/common-utils.h"
  #include "gmm/am-diag-gmm.h"
  #include "hmm/transition-model.h"
  #include "hmm/hmm-utils.h"
  #include "hmm/posterior.h"
  
  int main(int argc, char *argv[]) {
    using namespace kaldi;
    typedef kaldi::int32 int32;
    try {
      const char *usage =
          "This program turns per-frame posteriors, which have transition-ids as
  "
          "the integers, into pdf-level posteriors
  "
          "See also: post-to-phone-post, post-to-weights, get-post-on-ali
  "
          "
  "
          "Usage:  post-to-pdf-post [options] <model-file> <posteriors-rspecifier> <posteriors-wspecifier>
  "
          "e.g.: post-to-pdf-post 1.mdl ark:- ark:-
  ";
  
      ParseOptions po(usage);
  
      po.Read(argc, argv);
  
      if (po.NumArgs() != 3) {
        po.PrintUsage();
        exit(1);
      }
  
      std::string model_rxfilename = po.GetArg(1),
          posteriors_rspecifier = po.GetArg(2),
          posteriors_wspecifier = po.GetArg(3);
  
      TransitionModel trans_model;    
      {
        bool binary_in;
        Input ki(model_rxfilename, &binary_in);
        trans_model.Read(ki.Stream(), binary_in);
      }
  
      int32 num_done = 0;
      SequentialPosteriorReader posterior_reader(posteriors_rspecifier);
      PosteriorWriter posterior_writer(posteriors_wspecifier);
      
      for (; !posterior_reader.Done(); posterior_reader.Next()) {
        const kaldi::Posterior &posterior = posterior_reader.Value();
        kaldi::Posterior pdf_posterior;
        ConvertPosteriorToPdfs(trans_model, posterior, &pdf_posterior);
        posterior_writer.Write(posterior_reader.Key(), pdf_posterior);
        num_done++;
      }
      KALDI_LOG << "Done converting posteriors to pdf-level posteriors for "
                << num_done << " utterances.";
  
    } catch(const std::exception &e) {
      std::cerr << e.what();
      return -1;
    }
  }