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PaddleSpeech/examples/librispeech/s2/local/data_prep.sh

86 lines
2.8 KiB

#!/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 <src-dir> <dst-dir>"
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