#!/usr/bin/env bash # Copyright 2014 Vassil Panayotov # 2014 Johns Hopkins University (author: Daniel Povey) # Apache 2.0 if [ "$#" -ne 2 ]; then echo "Usage: $0 " echo "e.g.: $0 /export/a15/vpanayotov/data/LibriSpeech/dev-clean data/dev-clean" exit 1 fi src=$1 dst=$2 # all utterances are FLAC compressed if ! which flac >&/dev/null; then echo "Please install 'flac' on ALL worker nodes!" exit 1 fi spk_file=$src/../SPEAKERS.TXT mkdir -p $dst || exit 1 [ ! -d $src ] && echo "$0: no such directory $src" && exit 1 [ ! -f $spk_file ] && echo "$0: expected file $spk_file to exist" && exit 1 wav_scp=$dst/wav.scp; [[ -f "$wav_scp" ]] && rm $wav_scp trans=$dst/text; [[ -f "$trans" ]] && rm $trans utt2spk=$dst/utt2spk; [[ -f "$utt2spk" ]] && rm $utt2spk spk2gender=$dst/spk2gender; [[ -f $spk2gender ]] && rm $spk2gender for reader_dir in $(find -L $src -mindepth 1 -maxdepth 1 -type d | sort); do reader=$(basename $reader_dir) if ! [ $reader -eq $reader ]; then # not integer. echo "$0: unexpected subdirectory name $reader" exit 1 fi reader_gender=$(egrep "^$reader[ ]+\|" $spk_file | awk -F'|' '{gsub(/[ ]+/, ""); print tolower($2)}') if [ "$reader_gender" != 'm' ] && [ "$reader_gender" != 'f' ]; then echo "Unexpected gender: '$reader_gender'" exit 1 fi for chapter_dir in $(find -L $reader_dir/ -mindepth 1 -maxdepth 1 -type d | sort); do chapter=$(basename $chapter_dir) if ! [ "$chapter" -eq "$chapter" ]; then echo "$0: unexpected chapter-subdirectory name $chapter" exit 1 fi find -L $chapter_dir/ -iname "*.flac" | sort | xargs -I% basename % .flac | \ awk -v "dir=$chapter_dir" '{printf "%s flac -c -d -s %s/%s.flac |\n", $0, dir, $0}' >>$wav_scp|| exit 1 chapter_trans=$chapter_dir/${reader}-${chapter}.trans.txt [ ! -f $chapter_trans ] && echo "$0: expected file $chapter_trans to exist" && exit 1 cat $chapter_trans >>$trans # NOTE: For now we are using per-chapter utt2spk. That is each chapter is considered # to be a different speaker. This is done for simplicity and because we want # e.g. the CMVN to be calculated per-chapter awk -v "reader=$reader" -v "chapter=$chapter" '{printf "%s %s-%s\n", $1, reader, chapter}' \ <$chapter_trans >>$utt2spk || exit 1 # reader -> gender map (again using per-chapter granularity) echo "${reader}-${chapter} $reader_gender" >>$spk2gender done done spk2utt=$dst/spk2utt utils/utt2spk_to_spk2utt.pl <$utt2spk >$spk2utt || exit 1 ntrans=$(wc -l <$trans) nutt2spk=$(wc -l <$utt2spk) ! [ "$ntrans" -eq "$nutt2spk" ] && \ echo "Inconsistent #transcripts($ntrans) and #utt2spk($nutt2spk)" && exit 1 utils/validate_data_dir.sh --no-feats $dst || exit 1 echo "$0: successfully prepared data in $dst" exit 0