validate_data_dir.sh
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#!/bin/bash
no_feats=false
no_image=false
no_text=false
no_spk_sort=false
for x in `seq 4`; do
if [ "$1" == "--no-feats" ]; then
no_feats=true
shift;
fi
if [ "$1" == "--no-text" ]; then
no_text=true
shift;
fi
if [ "$1" == "--no-image" ]; then
no_image=true
shift;
fi
if [ "$1" == "--no-spk-sort" ]; then
no_spk_sort=true
shift;
fi
done
if [ $# -ne 1 ]; then
echo "Usage: $0 [--no-feats] [--no-text] [--no-image] [--no-spk-sort] <data-dir>"
echo "The --no-xxx options mean that the script does not require "
echo "xxx.scp to be present, but it will check it if it is present."
echo "--no-spk-sort means that the script does not require the utt2spk to be "
echo "sorted by the speaker-id in addition to being sorted by utterance-id."
echo "By default, utt2spk is expected to be sorted by both, which can be "
echo "achieved by making the speaker-id prefixes of the utterance-ids"
echo "e.g.: $0 data/train"
exit 1;
fi
data=$1
if [ ! -d $data ]; then
echo "$0: no such directory $data"
exit 1;
fi
for f in spk2utt utt2spk; do
if [ ! -f $data/$f ]; then
echo "$0: no such file $f"
exit 1;
fi
if [ ! -s $data/$f ]; then
echo "$0: empty file $f"
exit 1;
fi
done
! cat $data/utt2spk | awk '{if (NF != 2) exit(1); }' && \
echo "$0: $data/utt2spk has wrong format." && exit;
ns=$(wc -l < $data/spk2utt)
if [ "$ns" == 1 ]; then
echo "$0: WARNING: you have only one speaker. This probably a bad idea."
echo " Search for the word 'bold' in http://kaldi-asr.org/doc/data_prep.html"
echo " for more information."
fi
tmpdir=$(mktemp -d /tmp/kaldi.XXXX);
trap 'rm -rf "$tmpdir"' EXIT HUP INT PIPE TERM
export LC_ALL=C
function check_sorted_and_uniq {
! awk '{print $1}' $1 | sort | uniq | cmp -s - <(awk '{print $1}' $1) && \
echo "$0: file $1 is not in sorted order or has duplicates" && exit 1;
}
function partial_diff {
diff $1 $2 | head -n 6
echo "..."
diff $1 $2 | tail -n 6
n1=`cat $1 | wc -l`
n2=`cat $2 | wc -l`
echo "[Lengths are $1=$n1 versus $2=$n2]"
}
check_sorted_and_uniq $data/utt2spk
if ! $no_spk_sort; then
! cat $data/utt2spk | sort -k2 | cmp -s - $data/utt2spk && \
echo "$0: 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;
fi
check_sorted_and_uniq $data/spk2utt
! cmp -s <(cat $data/utt2spk | awk '{print $1, $2;}') \
<(utils/spk2utt_to_utt2spk.pl $data/spk2utt) && \
echo "$0: spk2utt and utt2spk do not seem to match" && exit 1;
cat $data/utt2spk | awk '{print $1;}' > $tmpdir/utts
if [ ! -f $data/text ] && ! $no_text; then
echo "$0: no such file $data/text (if this is by design, specify --no-text)"
exit 1;
fi
num_utts=`cat $tmpdir/utts | wc -l`
if [ -f $data/text ]; then
utils/validate_text.pl $data/text || exit 1;
check_sorted_and_uniq $data/text
text_len=`cat $data/text | wc -l`
illegal_sym_list="<s> </s> #0"
for x in $illegal_sym_list; do
if grep -w "$x" $data/text > /dev/null; then
echo "$0: Error: in $data, text contains illegal symbol $x"
exit 1;
fi
done
awk '{print $1}' < $data/text > $tmpdir/utts.txt
if ! cmp -s $tmpdir/utts{,.txt}; then
echo "$0: Error: in $data, utterance lists extracted from utt2spk and text"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/utts{,.txt}
exit 1;
fi
fi
if [ -f $data/segments ] && [ ! -f $data/images.scp ]; then
echo "$0: in directory $data, segments file exists but no images.scp"
exit 1;
fi
if [ ! -f $data/images.scp ] && ! $no_image; then
echo "$0: no such file $data/images.scp (if this is by design, specify --no-image)"
exit 1;
fi
if [ -f $data/images.scp ]; then
check_sorted_and_uniq $data/images.scp
if grep -E -q '^\S+\s+~' $data/images.scp; then
# note: it's not a good idea to have any kind of tilde in images.scp, even if
# part of a command, as it would cause compatibility problems if run by
# other users, but this used to be not checked for so we let it slide unless
# it's something of the form "foo ~/foo.wav" (i.e. a plain file name) which
# would definitely cause problems as the fopen system call does not do
# tilde expansion.
echo "$0: Please do not use tilde (~) in your images.scp."
exit 1;
fi
if [ -f $data/segments ]; then
check_sorted_and_uniq $data/segments
# We have a segments file -> interpret wav file as "recording-ids" not utterance-ids.
! cat $data/segments | \
awk '{if (NF != 4 || $4 <= $3) { print "Bad line in segments file", $0; exit(1); }}' && \
echo "$0: badly formatted segments file" && exit 1;
segments_len=`cat $data/segments | wc -l`
if [ -f $data/text ]; then
! cmp -s $tmpdir/utts <(awk '{print $1}' <$data/segments) && \
echo "$0: Utterance list differs between $data/utt2spk and $data/segments " && \
echo "$0: Lengths are $segments_len vs $num_utts" && \
exit 1
fi
cat $data/segments | awk '{print $2}' | sort | uniq > $tmpdir/recordings
awk '{print $1}' $data/images.scp > $tmpdir/recordings.wav
if ! cmp -s $tmpdir/recordings{,.wav}; then
echo "$0: Error: in $data, recording-ids extracted from segments and images.scp"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/recordings{,.wav}
exit 1;
fi
if [ -f $data/reco2file_and_channel ]; then
# this file is needed only for ctm scoring; it's indexed by recording-id.
check_sorted_and_uniq $data/reco2file_and_channel
! cat $data/reco2file_and_channel | \
awk '{if (NF != 3 || ($3 != "A" && $3 != "B" )) {
if ( NF == 3 && $3 == "1" ) {
warning_issued = 1;
} else {
print "Bad line ", $0; exit 1;
}
}
}
END {
if (warning_issued == 1) {
print "The channel should be marked as A or B, not 1! You should change it ASAP! "
}
}' && echo "$0: badly formatted reco2file_and_channel file" && exit 1;
cat $data/reco2file_and_channel | awk '{print $1}' > $tmpdir/recordings.r2fc
if ! cmp -s $tmpdir/recordings{,.r2fc}; then
echo "$0: Error: in $data, recording-ids extracted from segments and reco2file_and_channel"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/recordings{,.r2fc}
exit 1;
fi
fi
else
# No segments file -> assume images.scp indexed by utterance.
cat $data/images.scp | awk '{print $1}' > $tmpdir/utts.wav
if ! cmp -s $tmpdir/utts{,.wav}; then
echo "$0: Error: in $data, utterance lists extracted from utt2spk and images.scp"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/utts{,.wav}
exit 1;
fi
if [ -f $data/reco2file_and_channel ]; then
# this file is needed only for ctm scoring; it's indexed by recording-id.
check_sorted_and_uniq $data/reco2file_and_channel
! cat $data/reco2file_and_channel | \
awk '{if (NF != 3 || ($3 != "A" && $3 != "B" )) {
if ( NF == 3 && $3 == "1" ) {
warning_issued = 1;
} else {
print "Bad line ", $0; exit 1;
}
}
}
END {
if (warning_issued == 1) {
print "The channel should be marked as A or B, not 1! You should change it ASAP! "
}
}' && echo "$0: badly formatted reco2file_and_channel file" && exit 1;
cat $data/reco2file_and_channel | awk '{print $1}' > $tmpdir/utts.r2fc
if ! cmp -s $tmpdir/utts{,.r2fc}; then
echo "$0: Error: in $data, utterance-ids extracted from segments and reco2file_and_channel"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/utts{,.r2fc}
exit 1;
fi
fi
fi
fi
if [ ! -f $data/feats.scp ] && ! $no_feats; then
echo "$0: no such file $data/feats.scp (if this is by design, specify --no-feats)"
exit 1;
fi
if [ -f $data/feats.scp ]; then
check_sorted_and_uniq $data/feats.scp
cat $data/feats.scp | awk '{print $1}' > $tmpdir/utts.feats
if ! cmp -s $tmpdir/utts{,.feats}; then
echo "$0: Error: in $data, utterance-ids extracted from utt2spk and features"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/utts{,.feats}
exit 1;
fi
fi
if [ -f $data/cmvn.scp ]; then
check_sorted_and_uniq $data/cmvn.scp
cat $data/cmvn.scp | awk '{print $1}' > $tmpdir/speakers.cmvn
cat $data/spk2utt | awk '{print $1}' > $tmpdir/speakers
if ! cmp -s $tmpdir/speakers{,.cmvn}; then
echo "$0: Error: in $data, speaker lists extracted from spk2utt and cmvn"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/speakers{,.cmvn}
exit 1;
fi
fi
if [ -f $data/spk2gender ]; then
check_sorted_and_uniq $data/spk2gender
! cat $data/spk2gender | awk '{if (!((NF == 2 && ($2 == "m" || $2 == "f")))) exit 1; }' && \
echo "$0: Mal-formed spk2gender file" && exit 1;
cat $data/spk2gender | awk '{print $1}' > $tmpdir/speakers.spk2gender
cat $data/spk2utt | awk '{print $1}' > $tmpdir/speakers
if ! cmp -s $tmpdir/speakers{,.spk2gender}; then
echo "$0: Error: in $data, speaker lists extracted from spk2utt and spk2gender"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/speakers{,.spk2gender}
exit 1;
fi
fi
if [ -f $data/spk2warp ]; then
check_sorted_and_uniq $data/spk2warp
! cat $data/spk2warp | awk '{if (!((NF == 2 && ($2 > 0.5 && $2 < 1.5)))){ print; exit 1; }}' && \
echo "$0: Mal-formed spk2warp file" && exit 1;
cat $data/spk2warp | awk '{print $1}' > $tmpdir/speakers.spk2warp
cat $data/spk2utt | awk '{print $1}' > $tmpdir/speakers
if ! cmp -s $tmpdir/speakers{,.spk2warp}; then
echo "$0: Error: in $data, speaker lists extracted from spk2utt and spk2warp"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/speakers{,.spk2warp}
exit 1;
fi
fi
if [ -f $data/utt2warp ]; then
check_sorted_and_uniq $data/utt2warp
! cat $data/utt2warp | awk '{if (!((NF == 2 && ($2 > 0.5 && $2 < 1.5)))){ print; exit 1; }}' && \
echo "$0: Mal-formed utt2warp file" && exit 1;
cat $data/utt2warp | awk '{print $1}' > $tmpdir/utts.utt2warp
cat $data/utt2spk | awk '{print $1}' > $tmpdir/utts
if ! cmp -s $tmpdir/utts{,.utt2warp}; then
echo "$0: Error: in $data, utterance lists extracted from utt2spk and utt2warp"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/utts{,.utt2warp}
exit 1;
fi
fi
# check some optionally-required things
for f in vad.scp utt2lang utt2uniq; do
if [ -f $data/$f ]; then
check_sorted_and_uniq $data/$f
if ! cmp -s <( awk '{print $1}' $data/utt2spk ) \
<( awk '{print $1}' $data/$f ); then
echo "$0: error: in $data, $f and utt2spk do not have identical utterance-id list"
exit 1;
fi
fi
done
if [ -f $data/utt2dur ]; then
check_sorted_and_uniq $data/utt2dur
cat $data/utt2dur | awk '{print $1}' > $tmpdir/utts.utt2dur
if ! cmp -s $tmpdir/utts{,.utt2dur}; then
echo "$0: Error: in $data, utterance-ids extracted from utt2spk and utt2dur file"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/utts{,.utt2dur}
exit 1;
fi
cat $data/utt2dur | \
awk '{ if (NF != 2 || !($2 > 0)) { print "Bad line : " $0; exit(1) }}' || exit 1
fi
echo "$0: Successfully validated data-directory $data"