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egs/wsj/s5/steps/paste_feats.sh
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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" |