append-post-to-feats.cc File Reference

#include "base/kaldi-common.h"
#include "util/common-utils.h"
#include "matrix/kaldi-matrix.h"
#include "hmm/posterior.h"

Include dependency graph for append-post-to-feats.cc:

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Namespaces
	kaldi
	This code computes Goodness of Pronunciation (GOP) and extracts phone-level pronunciation feature for mispronunciations detection tasks, the reference:

Functions
void	AppendPostToFeats (const Matrix< BaseFloat > &in, const Posterior &post, const int32 post_dim, Matrix< BaseFloat > *out)
int	main (int argc, char *argv[])

Function Documentation

main()

int main	(	int	argc,
		char *	argv[]
	)

Definition at line 50 of file append-post-to-feats.cc.

References kaldi::AppendPostToFeats(), kaldi::ClassifyRspecifier(), SequentialTableReader< Holder >::Done(), ParseOptions::GetArg(), RandomAccessTableReader< Holder >::HasKey(), KALDI_ERR, KALDI_LOG, KALDI_VLOG, KALDI_WARN, SequentialTableReader< Holder >::Key(), kaldi::kNoRspecifier, SequentialTableReader< Holder >::Next(), ParseOptions::NumArgs(), ParseOptions::PrintUsage(), ParseOptions::Read(), kaldi::ReadKaldiObject(), kaldi::ReadPosterior(), ParseOptions::Register(), RandomAccessTableReader< Holder >::Value(), SequentialTableReader< Holder >::Value(), TableWriter< Holder >::Write(), and kaldi::WriteKaldiObject().

                                 {
  try {
    using namespace kaldi;
    using namespace std;

    const char *usage =
        "Append posteriors to features\n"
        "\n"
        "Usage: append-post-to-feats [options] <in-rspecifier1> <in-rspecifier2> <out-wspecifier>\n"
        " or: append-post-to-feats [options] <in-rxfilename1> <in-rxfilename2> <out-wxfilename>\n"
        "e.g.: append-post-to-feats --post-dim=50 ark:input.ark scp:post.scp ark:output.ark\n"
        "See also: paste-feats, concat-feats, append-vector-to-feats\n";

    ParseOptions po(usage);

    bool binary = true;
    po.Register("binary", &binary, "If true, output files in binary "
                "(only relevant for single-file operation, i.e. no tables)");

    int32 post_dim = 0;
    po.Register("post-dim", &post_dim, "Dimensionality of the posteriors.");

    po.Read(argc, argv);

    if (po.NumArgs() != 3) {
      po.PrintUsage();
      exit(1);
    }

    if (post_dim == 0) {
      KALDI_ERR << "You have to set the dimensionality of posteriors "
                   "with '--post-dim=D'";
    }

    if (ClassifyRspecifier(po.GetArg(1), NULL, NULL)
        != kNoRspecifier) {
      // We're operating on tables, e.g. archives.

      string feat_rspecifier = po.GetArg(1);
      SequentialBaseFloatMatrixReader feat_reader(feat_rspecifier);

      string post_rspecifier = po.GetArg(2);
      RandomAccessPosteriorReader post_reader(post_rspecifier);

      string wspecifier = po.GetArg(3);
      BaseFloatMatrixWriter feat_writer(wspecifier);

      int32 num_done = 0, num_err = 0;
      // Main loop
      for (; !feat_reader.Done(); feat_reader.Next()) {
        string utt = feat_reader.Key();
        KALDI_VLOG(2) << "Processing utterance " << utt;

        const Matrix<BaseFloat> &feats(feat_reader.Value());

        if (!post_reader.HasKey(utt)) {
          KALDI_WARN << "Could not read posteriors for utterance " << utt;
          num_err++;
          continue;
        }
        const Posterior &post(post_reader.Value(utt));

        Matrix<BaseFloat> output;
        AppendPostToFeats(feats, post, post_dim, &output);
        feat_writer.Write(utt, output);
        num_done++;
      }
      KALDI_LOG << "Done " << num_done << " utts, errors on "
                << num_err;

      return (num_done == 0 ? -1 : 0);
    } else {
      // We're operating on rxfilenames|wxfilenames, most likely files.
      Matrix<BaseFloat> mat;
      ReadKaldiObject(po.GetArg(1), &mat);

      Posterior post;
      bool binary_in;
      Input ki(po.GetArg(2), &binary_in);
      ReadPosterior(ki.Stream(), binary_in, &post);

      Matrix<BaseFloat> output;
      AppendPostToFeats(mat, post, post_dim, &output);

      std::string output_wxfilename = po.GetArg(3);
      WriteKaldiObject(output, output_wxfilename, binary);
      KALDI_LOG << "Wrote appended features to " << output_wxfilename;
      return 0;
    }
  } catch(const std::exception &e) {
    std::cerr << e.what();
    return -1;
  }
}