make_segmentation_data_dir.sh
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#!/bin/bash
# Copyright 2014 Guoguo Chen
# Apache 2.0
# Begin configuration section.
max_seg_length=10
min_seg_length=2
min_sil_length=0.5
time_precision=0.05
special_symbol="<***>"
separator=";"
wer_cutoff=-1
# End configuration section.
set -e
echo "$0 $@"
[ -f ./path.sh ] && . ./path.sh
. parse_options.sh || exit 1;
if [ $# -ne 3 ]; then
echo "This script takes the ctm file that corresponds to the data directory"
echo "created by steps/cleanup/split_long_utterance.sh, works out a new"
echo "segmentation and creates a new data directory for the new segmentation."
echo ""
echo "Usage: $0 [options] <ctm-file> <old-data-dir> <new-data-dir>"
echo " e.g.: $0 train_si284_split.ctm \\"
echo " data/train_si284_split data/train_si284_reseg"
echo "Options:"
echo " --wer-cutoff # ignore segments with WER higher than the"
echo " # specified value. -1 means no segment will"
echo " # be ignored."
echo " --max-seg-length # maximum length of new segments"
echo " --min-seg-length # minimum length of new segments"
echo " --min-sil-length # minimum length of silence as split point"
echo " --time-precision # precision for determining \"same time\""
echo " --special-symbol # special symbol to be aligned with"
echo " # inserted or deleted words"
echo " --separator # separator for aligned pairs"
exit 1;
fi
ctm=$1
old_data_dir=$2
new_data_dir=$3
for f in $ctm $old_data_dir/text.orig $old_data_dir/utt2spk \
$old_data_dir/wav.scp $old_data_dir/segments; do
if [ ! -f $f ]; then
echo "$0: expected $f to exist"
exit 1;
fi
done
mkdir -p $new_data_dir/tmp/
cp -f $old_data_dir/wav.scp $new_data_dir
[ -f old_data_dir/spk2gender ] && cp -f $old_data_dir/spk2gender $new_data_dir
# Removes the overlapping region (in utils/split_long_utterance.sh we create
# the segmentation with overlapping region).
#
# Note that for each audio file, we expect its segments have been sorted in time
# ascending order (if we ignore the overlap).
cat $ctm | perl -e '
$precision = $ARGV[0];
@ctm = ();
%processed_ids = ();
$previous_id = "";
while (<STDIN>) {
chomp;
my @current = split;
@current >= 5 || die "Error: bad line $_\n";
$id = join("_", ($current[0], $current[1]));
@previous = @{$ctm[-1]};
# Start of a new audio file.
if ($previous_id ne $id) {
# Prints existing information.
if (@ctm > 0) {
foreach $line (@ctm) {
print "$line->[0] $line->[1] $line->[2] $line->[3] $line->[4]\n";
}
}
# Checks if the ctm file is sorted.
if (defined($processed_ids{$id})) {
die "Error: \"$current[0] $current[1]\" has already been processed\n";
} else {
$processed_ids{$id} = 1;
}
@ctm = ();
push(@ctm, \@current);
$previous_id = $id;
next;
}
$new_start = sprintf("%.2f", $previous[2] + $previous[3]);
if ($new_start > $current[2]) {
# Case 2: scans for a splice point.
$index = -1;
while (defined($ctm[$index])
&& $ctm[$index]->[2] + $ctm[$index]->[3] > $current[2]) {
if ($ctm[$index]->[4] eq $current[4]
&& abs($ctm[$index]->[2] - $current[2]) < $precision
&& abs($ctm[$index]->[3] - $current[3]) < $precision) {
pop @ctm for 2..abs($index);
last;
} else {
$index -= 1;
}
}
} else {
push(@ctm, \@current);
}
}
if (@ctm > 0) {
foreach $line (@ctm) {
print "$line->[0] $line->[1] $line->[2] $line->[3] $line->[4]\n";
}
}' $time_precision > $new_data_dir/tmp/ctm
# Creates a text file from the ctm, which will be used in Levenshtein alignment.
# Note that we remove <eps> in the text file.
cat $new_data_dir/tmp/ctm | perl -e '
$previous_wav = "";
$previous_channel = "";
$text = "";
while (<STDIN>) {
chomp;
@col = split;
@col >= 5 || die "Error: bad line $_\n";
if ($previous_wav eq $col[0]) {
$previous_channel eq $col[1] ||
die "Error: more than one channels detected\n";
if ($col[4] ne "<eps>") {
$text .= " $col[4]";
}
} else {
if ($text ne "") {
print "$previous_wav $text\n";
}
$text = $col[4];
$previous_wav = $col[0];
$previous_channel = $col[1];
}
}
if ($text ne "") {
print "$previous_wav $text\n";
}' > $new_data_dir/tmp/text
# Computes the Levenshtein alignment.
align-text --special-symbol=$special_symbol --separator=$separator \
ark:$old_data_dir/text.orig ark:$new_data_dir/tmp/text \
ark,t:$new_data_dir/tmp/aligned.txt
# Creates new segmentation.
steps/cleanup/create_segments_from_ctm.pl \
--max-seg-length $max_seg_length --min-seg-length $min_seg_length \
--min-sil-length $min_sil_length \
--separator $separator --special-symbol $special_symbol \
--wer-cutoff $wer_cutoff \
$new_data_dir/tmp/ctm $new_data_dir/tmp/aligned.txt \
$new_data_dir/segments $new_data_dir/text
# Now creates the new utt2spk and spk2utt file.
cat $old_data_dir/utt2spk | perl -e '
($old_seg_file, $new_seg_file, $utt2spk_file_out) = @ARGV;
open(OS, "<$old_seg_file") || die "Error: fail to open $old_seg_file\n";
open(NS, "<$new_seg_file") || die "Error: fail to open $new_seg_file\n";
open(UO, ">$utt2spk_file_out") ||
die "Error: fail to open $utt2spk_file_out\n";
while (<STDIN>) {
chomp;
@col = split;
@col == 2 || die "Error: bad line $_\n";
$utt2spk{$col[0]} = $col[1];
}
while (<OS>) {
chomp;
@col = split;
@col == 4 || die "Error: bad line $_\n";
if (defined($wav2spk{$col[1]})) {
$wav2spk{$col[1]} == $utt2spk{$col[0]} ||
die "Error: multiple speakers detected for wav file $col[1]\n";
} else {
$wav2spk{$col[1]} = $utt2spk{$col[0]};
}
}
while (<NS>) {
chomp;
@col = split;
@col == 4 || die "Error: bad line $_\n";
defined($wav2spk{$col[1]}) ||
die "Error: could not find speaker for wav file $col[1]\n";
print UO "$col[0] $wav2spk{$col[1]}\n";
} ' $old_data_dir/segments $new_data_dir/segments $new_data_dir/utt2spk
utils/utt2spk_to_spk2utt.pl $new_data_dir/utt2spk > $new_data_dir/spk2utt
utils/fix_data_dir.sh $new_data_dir
exit 0;