fix_data_dir.sh
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#!/bin/bash
# This script makes sure that only the segments present in
# all of "feats.scp", "wav.scp" [if present], segments [if present]
# text, and utt2spk are present in any of them.
# It puts the original contents of data-dir into
# data-dir/.backup
cmd="$@"
utt_extra_files=
spk_extra_files=
. utils/parse_options.sh
if [ $# != 1 ]; then
echo "Usage: utils/data/fix_data_dir.sh <data-dir>"
echo "e.g.: utils/data/fix_data_dir.sh data/train"
echo "This script helps ensure that the various files in a data directory"
echo "are correctly sorted and filtered, for example removing utterances"
echo "that have no features (if feats.scp is present)"
exit 1
fi
data=$1
if [ -f $data/images.scp ]; then
image/fix_data_dir.sh $cmd
exit $?
fi
mkdir -p $data/.backup
[ ! -d $data ] && echo "$0: no such directory $data" && exit 1;
[ ! -f $data/utt2spk ] && echo "$0: no such file $data/utt2spk" && exit 1;
set -e -o pipefail -u
tmpdir=$(mktemp -d /tmp/kaldi.XXXX);
trap 'rm -rf "$tmpdir"' EXIT HUP INT PIPE TERM
export LC_ALL=C
function check_sorted {
file=$1
sort -k1,1 -u <$file >$file.tmp
if ! cmp -s $file $file.tmp; then
echo "$0: file $1 is not in sorted order or not unique, sorting it"
mv $file.tmp $file
else
rm $file.tmp
fi
}
for x in utt2spk spk2utt feats.scp text segments wav.scp cmvn.scp vad.scp \
reco2file_and_channel spk2gender utt2lang utt2uniq utt2dur reco2dur utt2num_frames; do
if [ -f $data/$x ]; then
cp $data/$x $data/.backup/$x
check_sorted $data/$x
fi
done
function filter_file {
filter=$1
file_to_filter=$2
cp $file_to_filter ${file_to_filter}.tmp
utils/filter_scp.pl $filter ${file_to_filter}.tmp > $file_to_filter
if ! cmp ${file_to_filter}.tmp $file_to_filter >&/dev/null; then
length1=$(cat ${file_to_filter}.tmp | wc -l)
length2=$(cat ${file_to_filter} | wc -l)
if [ $length1 -ne $length2 ]; then
echo "$0: filtered $file_to_filter from $length1 to $length2 lines based on filter $filter."
fi
fi
rm $file_to_filter.tmp
}
function filter_recordings {
# We call this once before the stage when we filter on utterance-id, and once
# after.
if [ -f $data/segments ]; then
# We have a segments file -> we need to filter this and the file wav.scp, and
# reco2file_and_utt, if it exists, to make sure they have the same list of
# recording-ids.
if [ ! -f $data/wav.scp ]; then
echo "$0: $data/segments exists but not $data/wav.scp"
exit 1;
fi
awk '{print $2}' < $data/segments | sort | uniq > $tmpdir/recordings
n1=$(cat $tmpdir/recordings | wc -l)
[ ! -s $tmpdir/recordings ] && \
echo "Empty list of recordings (bad file $data/segments)?" && exit 1;
utils/filter_scp.pl $data/wav.scp $tmpdir/recordings > $tmpdir/recordings.tmp
mv $tmpdir/recordings.tmp $tmpdir/recordings
cp $data/segments{,.tmp}; awk '{print $2, $1, $3, $4}' <$data/segments.tmp >$data/segments
filter_file $tmpdir/recordings $data/segments
cp $data/segments{,.tmp}; awk '{print $2, $1, $3, $4}' <$data/segments.tmp >$data/segments
rm $data/segments.tmp
filter_file $tmpdir/recordings $data/wav.scp
[ -f $data/reco2file_and_channel ] && filter_file $tmpdir/recordings $data/reco2file_and_channel
[ -f $data/reco2dur ] && filter_file $tmpdir/recordings $data/reco2dur
true
fi
}
function filter_speakers {
# throughout this program, we regard utt2spk as primary and spk2utt as derived, so...
utils/utt2spk_to_spk2utt.pl $data/utt2spk > $data/spk2utt
cat $data/spk2utt | awk '{print $1}' > $tmpdir/speakers
for s in cmvn.scp spk2gender; do
f=$data/$s
if [ -f $f ]; then
filter_file $f $tmpdir/speakers
fi
done
filter_file $tmpdir/speakers $data/spk2utt
utils/spk2utt_to_utt2spk.pl $data/spk2utt > $data/utt2spk
for s in cmvn.scp spk2gender $spk_extra_files; do
f=$data/$s
if [ -f $f ]; then
filter_file $tmpdir/speakers $f
fi
done
}
function filter_utts {
cat $data/utt2spk | awk '{print $1}' > $tmpdir/utts
! cat $data/utt2spk | sort | cmp - $data/utt2spk && \
echo "utt2spk is not in sorted order (fix this yourself)" && exit 1;
! cat $data/utt2spk | sort -k2 | cmp - $data/utt2spk && \
echo "utt2spk is not in sorted order when sorted first on speaker-id " && \
echo "(fix this by making speaker-ids prefixes of utt-ids)" && exit 1;
! cat $data/spk2utt | sort | cmp - $data/spk2utt && \
echo "spk2utt is not in sorted order (fix this yourself)" && exit 1;
if [ -f $data/utt2uniq ]; then
! cat $data/utt2uniq | sort | cmp - $data/utt2uniq && \
echo "utt2uniq is not in sorted order (fix this yourself)" && exit 1;
fi
maybe_wav=
maybe_reco2dur=
[ ! -f $data/segments ] && maybe_wav=wav.scp # wav indexed by utts only if segments does not exist.
[ -s $data/reco2dur ] && [ ! -f $data/segments ] && maybe_reco2dur=reco2dur # reco2dur indexed by utts
maybe_utt2dur=
if [ -f $data/utt2dur ]; then
cat $data/utt2dur | \
awk '{ if (NF == 2 && $2 > 0) { print }}' > $data/utt2dur.ok || exit 1
maybe_utt2dur=utt2dur.ok
fi
for x in feats.scp text segments utt2lang $maybe_wav $maybe_utt2dur; do
if [ -f $data/$x ]; then
utils/filter_scp.pl $data/$x $tmpdir/utts > $tmpdir/utts.tmp
mv $tmpdir/utts.tmp $tmpdir/utts
fi
done
rm $data/utt2dur.ok 2>/dev/null || true
[ ! -s $tmpdir/utts ] && echo "fix_data_dir.sh: no utterances remained: not proceeding further." && \
rm $tmpdir/utts && exit 1;
if [ -f $data/utt2spk ]; then
new_nutts=$(cat $tmpdir/utts | wc -l)
old_nutts=$(cat $data/utt2spk | wc -l)
if [ $new_nutts -ne $old_nutts ]; then
echo "fix_data_dir.sh: kept $new_nutts utterances out of $old_nutts"
else
echo "fix_data_dir.sh: kept all $old_nutts utterances."
fi
fi
for x in utt2spk utt2uniq feats.scp vad.scp text segments utt2lang utt2dur utt2num_frames $maybe_wav $maybe_reco2dur $utt_extra_files; do
if [ -f $data/$x ]; then
cp $data/$x $data/.backup/$x
if ! cmp -s $data/$x <( utils/filter_scp.pl $tmpdir/utts $data/$x ) ; then
utils/filter_scp.pl $tmpdir/utts $data/.backup/$x > $data/$x
fi
fi
done
}
filter_recordings
filter_speakers
filter_utts
filter_speakers
filter_recordings
utils/utt2spk_to_spk2utt.pl $data/utt2spk > $data/spk2utt
echo "fix_data_dir.sh: old files are kept in $data/.backup"