#!/bin/bash # Copyright 2013 The Shenzhen Key Laboratory of Intelligent Media and Speech, # PKU-HKUST Shenzhen Hong Kong Institution (Author: Wei Shi) # Apache 2.0 # Combine filterbank and pitch features together # Note: This file is based on make_fbank.sh and make_pitch_kaldi.sh # Begin configuration section. nj=4 cmd=run.pl fbank_config=conf/fbank.conf pitch_config=conf/pitch.conf pitch_postprocess_config= paste_length_tolerance=2 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 [ $# != 3 ]; then echo "usage: make_fbank_pitch.sh [options] "; echo "options: " echo " --fbank-config # config passed to compute-fbank-feats " echo " --pitch_config # config passed to compute-kaldi-pitch-feats " echo " --pitch_postprocess_config # config passed to process-kaldi-pitch-feats " echo " --paste_length_tolerance # length tolerance passed to paste-feats" echo " --nj # number of parallel jobs" echo " --cmd (utils/run.pl|utils/queue.pl ) # how to run jobs." exit 1; fi data=$1 logdir=$2 fbank_pitch_dir=$3 # make $fbank_pitch_dir an absolute pathname. fbank_pitch_dir=`perl -e '($dir,$pwd)= @ARGV; if($dir!~m:^/:) { $dir = "$pwd/$dir"; } print $dir; ' $fbank_pitch_dir ${PWD}` # use "name" as part of name of the archive. name=`basename $data` mkdir -p $fbank_pitch_dir || exit 1; mkdir -p $logdir || exit 1; scp=$data/wav.scp required="$scp $fbank_config $pitch_config" for f in $required; do if [ ! -f $f ]; then echo "make_fbank_pitch.sh: no such file $f" exit 1; fi done if [ ! -z "$pitch_postprocess_config" ]; then postprocess_config_opt="--config=$pitch_postprocess_config"; else postprocess_config_opt= fi # note: in general, the double-parenthesis construct in bash "((" is "C-style # syntax" where we can get rid of the $ for variable names, and omit spaces. # The "for" loop in this style is a special construct. if [ -f $data/segments ]; then echo "$0 [info]: segments file exists: using that." split_segments="" for ((n=1; n<=nj; n++)); do split_segments="$split_segments $logdir/segments.$n" done utils/split_scp.pl $data/segments $split_segments || exit 1; rm $logdir/.error 2>/dev/null fbank_feats="ark:extract-segments scp:$scp $logdir/segments.JOB ark:- | compute-fbank-feats --verbose=2 --config=$fbank_config ark:- ark:- |" pitch_feats="ark,s,cs:extract-segments scp:$scp $logdir/segments.JOB ark:- | compute-kaldi-pitch-feats --verbose=2 --config=$pitch_config ark:- ark:- | process-kaldi-pitch-feats $postprocess_config_opt ark:- ark:- |" $cmd JOB=1:$nj $logdir/make_fbank_pitch_${name}.JOB.log \ paste-feats --length-tolerance=$paste_length_tolerance "$fbank_feats" "$pitch_feats" ark:- \| \ copy-feats --compress=$compress ark:- \ ark,scp:$fbank_pitch_dir/raw_fbank_pitch_$name.JOB.ark,$fbank_pitch_dir/raw_fbank_pitch_$name.JOB.scp \ || exit 1; else echo "$0: [info]: no segments file exists: assuming wav.scp indexed by utterance." split_scps="" for ((n=1; n<=nj; n++)); do split_scps="$split_scps $logdir/wav.$n.scp" done utils/split_scp.pl $scp $split_scps || exit 1; fbank_feats="ark:compute-fbank-feats --verbose=2 --config=$fbank_config scp:$logdir/wav.JOB.scp ark:- |" pitch_feats="ark,s,cs:compute-kaldi-pitch-feats --verbose=2 --config=$pitch_config scp:$logdir/wav.JOB.scp ark:- | process-kaldi-pitch-feats $postprocess_config_opt ark:- ark:- |" $cmd JOB=1:$nj $logdir/make_fbank_pitch_${name}.JOB.log \ paste-feats --length-tolerance=$paste_length_tolerance "$fbank_feats" "$pitch_feats" ark:- \| \ copy-feats --compress=$compress ark:- \ ark,scp:$fbank_pitch_dir/raw_fbank_pitch_$name.JOB.ark,$fbank_pitch_dir/raw_fbank_pitch_$name.JOB.scp \ || exit 1; fi if [ -f $logdir/.error.$name ]; then echo "Error producing fbank & pitch features for $name:" tail $logdir/make_fbank_pitch_${name}.1.log exit 1; fi # concatenate the .scp files together. for ((n=1; n<=nj; n++)); do cat $fbank_pitch_dir/raw_fbank_pitch_$name.$n.scp || exit 1; done > $data/feats.scp rm $logdir/wav.*.scp $logdir/segments.* 2>/dev/null 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 creating filterbank & pitch features for $name"