gmm-global-to-fgmm.cc

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// gmmbin/gmm-global-to-fgmm.cc

// 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.

#include "util/common-utils.h"
#include "gmm/full-gmm.h"
#include "gmm/mle-full-gmm.h"


int main(int argc, char *argv[]) {
  try {
    using namespace kaldi;
    typedef kaldi::int32 int32;

    const char *usage =
        "Convert single diagonal-covariance GMM to single full-covariance GMM.\n"
        "Usage: gmm-global-to-fgmm [options] 1.gmm 1.fgmm\n";
        
    bool binary = true;
    ParseOptions po(usage);
    po.Register("binary", &binary, "Write output in binary mode");
    po.Read(argc, argv);

    if (po.NumArgs() != 2) {
      po.PrintUsage();
      exit(1);
    }

    std::string gmm_rxfilename = po.GetArg(1),
        fgmm_wxfilename = po.GetArg(2);
    
    DiagGmm gmm;
    
    {
      bool binary_read;
      Input ki(gmm_rxfilename, &binary_read);
      gmm.Read(ki.Stream(), binary_read);
    }

    FullGmm fgmm;
    fgmm.CopyFromDiagGmm(gmm);
    WriteKaldiObject(fgmm, fgmm_wxfilename, binary);
    KALDI_LOG << "Written full GMM to " << fgmm_wxfilename;
  } catch(const std::exception &e) {
    std::cerr << e.what() << '\n';
    return -1;
  }
}