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egs/wsj/s5/steps/paste_feats.sh 2.65 KB
8dcb6dfcb   Yannick Estève   first commit
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  #!/bin/bash
  
  # Copyright 2014  Brno University of Technology (Author: Karel Vesely)
  # Copyright 2012  Johns Hopkins University (Author: Daniel Povey)
  # Apache 2.0
  # This script appends the features in two or more data directories.
  
  # To be run from .. (one directory up from here)
  # see ../run.sh for example
  
  # Begin configuration section.
  cmd=run.pl
  nj=4
  length_tolerance=10 # length tolerance in frames (trim to shortest)
  compress=true
  # End configuration section.
  
  echo "$0 $@"  # Print the command line for logging
  
  if [ -f path.sh ]; then . ./path.sh; fi
  . parse_options.sh || exit 1;
  
  if [ $# -lt 5 ]; then
     echo "usage: $0 [options] <src-data-dir1> <src-data-dir2> [<src-data-dirN>] <dest-data-dir> <log-dir> <path-to-storage-dir>";
     echo "e.g.: $0 data/train_mfcc data/train_bottleneck data/train_combined exp/append_mfcc_plp mfcc"
     echo "options: "
     echo "  --cmd (utils/run.pl|utils/queue.pl <queue opts>) # how to run jobs."
     exit 1;
  fi
  
  data_src_arr=(${@:1:$(($#-3))}) #array of source data-dirs
  data=${@: -3: 1}
  logdir=${@: -2: 1}
  ark_dir=${@: -1: 1} #last arg.
  
  data_src_first=${data_src_arr[0]} # get 1st src dir
  
  # make $ark_dir an absolute pathname.
  ark_dir=`perl -e '($dir,$pwd)= @ARGV; if($dir!~m:^/:) { $dir = "$pwd/$dir"; } print $dir; ' $ark_dir ${PWD}`
  
  for data_src in ${data_src_arr[@]}; do
    utils/split_data.sh $data_src $nj || exit 1;
  done
  
  mkdir -p $ark_dir $logdir
  
  mkdir -p $data
  cp $data_src_first/* $data/ 2>/dev/null # so we get the other files, such as utt2spk.
  rm $data/cmvn.scp 2>/dev/null
  rm $data/feats.scp 2>/dev/null
  
  # use "name" as part of name of the archive.
  name=`basename $data`
  
  # get list of source scp's for pasting
  data_src_args=
  for data_src in ${data_src_arr[@]}; do
    data_src_args="$data_src_args scp:$data_src/split$nj/JOB/feats.scp"
  done
  
  for n in $(seq $nj); do
    # the next command does nothing unless $ark_dir/storage/ exists, see
    # utils/create_data_link.pl for more info.
    utils/create_data_link.pl $ark_dir/pasted_$name.$n.ark
  done
  
  $cmd JOB=1:$nj $logdir/append.JOB.log \
     paste-feats --length-tolerance=$length_tolerance $data_src_args ark:- \| \
     copy-feats --compress=$compress ark:- \
      ark,scp:$ark_dir/pasted_$name.JOB.ark,$ark_dir/pasted_$name.JOB.scp || exit 1;
  
  # concatenate the .scp files together.
  for ((n=1; n<=nj; n++)); do
    cat $ark_dir/pasted_$name.$n.scp >> $data/feats.scp || exit 1;
  done > $data/feats.scp || exit 1;
  
  
  nf=`cat $data/feats.scp | wc -l`
  nu=`cat $data/utt2spk | wc -l`
  if [ $nf -ne $nu ]; then
    echo "It seems not all of the feature files were successfully processed ($nf != $nu);"
    echo "consider using utils/fix_data_dir.sh $data"
  fi
  
  echo "Succeeded pasting features for $name into $data"