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egs/cifar/v1/image/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" |