validate_data_dir.sh
12.8 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
#!/bin/bash
cmd="$@"
no_feats=false
no_wav=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-wav" ]; then
no_wav=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-wav] [--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
if [ -f $data/images.scp ]; then
cmd=${cmd/--no-wav/} # remove --no-wav if supplied
image/validate_data_dir.sh $cmd
exit $?
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 {
! perl -ne '((substr $_,-1) eq "\n") or die "file $ARGV has invalid newline";' $1 && exit 1;
! 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 -U1 $1 $2 | (head -n 6; echo "..."; 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/wav.scp ]; then
echo "$0: in directory $data, segments file exists but no wav.scp"
exit 1;
fi
if [ ! -f $data/wav.scp ] && ! $no_wav; then
echo "$0: no such file $data/wav.scp (if this is by design, specify --no-wav)"
exit 1;
fi
if [ -f $data/wav.scp ]; then
check_sorted_and_uniq $data/wav.scp
if grep -E -q '^\S+\s+~' $data/wav.scp; then
# note: it's not a good idea to have any kind of tilde in wav.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 wav.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/wav.scp > $tmpdir/recordings.wav
if ! cmp -s $tmpdir/recordings{,.wav}; then
echo "$0: Error: in $data, recording-ids extracted from segments and wav.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 wav.scp indexed by utterance.
cat $data/wav.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 wav.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 utt2dur:" NR ":" $0; exit(1) }}' || exit 1
fi
if [ -f $data/utt2num_frames ]; then
check_sorted_and_uniq $data/utt2num_frames
cat $data/utt2num_frames | awk '{print $1}' > $tmpdir/utts.utt2num_frames
if ! cmp -s $tmpdir/utts{,.utt2num_frames}; then
echo "$0: Error: in $data, utterance-ids extracted from utt2spk and utt2num_frames file"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/utts{,.utt2num_frames}
exit 1
fi
awk <$data/utt2num_frames '{
if (NF != 2 || !($2 > 0) || $2 != int($2)) {
print "Bad line utt2num_frames:" NR ":" $0
exit 1 } }' || exit 1
fi
if [ -f $data/reco2dur ]; then
check_sorted_and_uniq $data/reco2dur
cat $data/reco2dur | awk '{print $1}' > $tmpdir/recordings.reco2dur
if [ -f $tmpdir/recordings ]; then
if ! cmp -s $tmpdir/recordings{,.reco2dur}; then
echo "$0: Error: in $data, recording-ids extracted from segments and reco2dur file"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/recordings{,.reco2dur}
exit 1;
fi
else
if ! cmp -s $tmpdir/{utts,recordings.reco2dur}; then
echo "$0: Error: in $data, recording-ids extracted from wav.scp and reco2dur file"
echo "$0: differ, partial diff is:"
partial_diff $tmpdir/{utts,recordings.reco2dur}
exit 1;
fi
fi
cat $data/reco2dur | \
awk '{ if (NF != 2 || !($2 > 0)) { print "Bad line : " $0; exit(1) }}' || exit 1
fi
echo "$0: Successfully validated data-directory $data"