Download ami_split_segments.pl from speech-seq2seq/ami: direct link, hf CLI and curl.
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https://huggingface.co/datasets/speech-seq2seq/ami/resolve/main/ami_split_segments.pl
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hf download hf://datasets/speech-seq2seq/ami/ami_split_segments.pl
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curl -L -o ami_split_segments.pl https://huggingface.co/datasets/speech-seq2seq/ami/resolve/main/ami_split_segments.pl
7.15 kB
| #!/usr/bin/env perl | |
| # Copyright 2014 University of Edinburgh (Author: Pawel Swietojanski) | |
| # The script - based on punctuation times - splits segments longer than #words (input parameter) | |
| # and produces bit more more normalised form of transcripts, as follows | |
| # MeetID Channel Spkr stime etime transcripts | |
| #use List::MoreUtils 'indexes'; | |
| use strict; | |
| use warnings; | |
| sub split_transcripts; | |
| sub normalise_transcripts; | |
| sub merge_hashes { | |
| my ($h1, $h2) = @_; | |
| my %hash1 = %$h1; my %hash2 = %$h2; | |
| foreach my $key2 ( keys %hash2 ) { | |
| if( exists $hash1{$key2} ) { | |
| warn "Key [$key2] is in both hashes!"; | |
| next; | |
| } else { | |
| $hash1{$key2} = $hash2{$key2}; | |
| } | |
| } | |
| return %hash1; | |
| } | |
| sub print_hash { | |
| my ($h) = @_; | |
| my %hash = %$h; | |
| foreach my $k (sort keys %hash) { | |
| print "$k : $hash{$k}\n"; | |
| } | |
| } | |
| sub get_name { | |
| #no warnings; | |
| my $sname = sprintf("%07d_%07d", $_[0]*100, $_[1]*100) || die 'Input undefined!'; | |
| #use warnings; | |
| return $sname; | |
| } | |
| sub split_on_comma { | |
| my ($text, $comma_times, $btime, $etime, $max_words_per_seg)= @_; | |
| my %comma_hash = %$comma_times; | |
| print "Btime, Etime : $btime, $etime\n"; | |
| my $stime = ($etime+$btime)/2; #split time | |
| my $skey = ""; | |
| my $otime = $btime; | |
| foreach my $k (sort {$comma_hash{$a} cmp $comma_hash{$b} } keys %comma_hash) { | |
| print "Key : $k : $comma_hash{$k}\n"; | |
| my $ktime = $comma_hash{$k}; | |
| if ($ktime==$btime) { next; } | |
| if ($ktime==$etime) { last; } | |
| if (abs($stime-$ktime)/2<abs($stime-$otime)/2) { | |
| $otime = $ktime; | |
| $skey = $k; | |
| } | |
| } | |
| my %transcripts = (); | |
| if (!($skey =~ /[\,][0-9]+/)) { | |
| print "Cannot split into less than $max_words_per_seg words! Leaving : $text\n"; | |
| $transcripts{get_name($btime, $etime)}=$text; | |
| return %transcripts; | |
| } | |
| print "Splitting $text on $skey at time $otime (stime is $stime)\n"; | |
| my @utts1 = split(/$skey\s+/, $text); | |
| for (my $i=0; $i<=$#utts1; $i++) { | |
| my $st = $btime; | |
| my $et = $comma_hash{$skey}; | |
| if ($i>0) { | |
| $st=$comma_hash{$skey}; | |
| $et = $etime; | |
| } | |
| my (@utts) = split (' ', $utts1[$i]); | |
| if ($#utts < $max_words_per_seg) { | |
| my $nm = get_name($st, $et); | |
| print "SplittedOnComma[$i]: $nm : $utts1[$i]\n"; | |
| $transcripts{$nm} = $utts1[$i]; | |
| } else { | |
| print 'Continue splitting!'; | |
| my %transcripts2 = split_on_comma($utts1[$i], \%comma_hash, $st, $et, $max_words_per_seg); | |
| %transcripts = merge_hashes(\%transcripts, \%transcripts2); | |
| } | |
| } | |
| return %transcripts; | |
| } | |
| sub split_transcripts { | |
| @_ == 4 || die 'split_transcripts: transcript btime etime max_word_per_seg'; | |
| my ($text, $btime, $etime, $max_words_per_seg) = @_; | |
| my (@transcript) = @$text; | |
| my (@punct_indices) = grep { $transcript[$_] =~ /^[\.,\?\!\:]$/ } 0..$#transcript; | |
| my (@time_indices) = grep { $transcript[$_] =~ /^[0-9]+\.[0-9]*/ } 0..$#transcript; | |
| my (@puncts_times) = delete @transcript[@time_indices]; | |
| my (@puncts) = @transcript[@punct_indices]; | |
| if ($#puncts_times != $#puncts) { | |
| print 'Ooops, different number of punctuation signs and timestamps! Skipping.'; | |
| return (); | |
| } | |
| #first split on full stops | |
| my (@full_stop_indices) = grep { $puncts[$_] =~ /[\.\?]/ } 0..$#puncts; | |
| my (@full_stop_times) = @puncts_times[@full_stop_indices]; | |
| unshift (@full_stop_times, $btime); | |
| push (@full_stop_times, $etime); | |
| my %comma_puncts = (); | |
| for (my $i=0, my $j=0;$i<=$#punct_indices; $i++) { | |
| my $lbl = "$transcript[$punct_indices[$i]]$j"; | |
| if ($lbl =~ /[\.\?].+/) { next; } | |
| $transcript[$punct_indices[$i]] = $lbl; | |
| $comma_puncts{$lbl} = $puncts_times[$i]; | |
| $j++; | |
| } | |
| #print_hash(\%comma_puncts); | |
| print "InpTrans : @transcript\n"; | |
| print "Full stops: @full_stop_times\n"; | |
| # my @utts1 = split (/[\.\?]/, uc join(' ', @transcript)); | |
| my $hey = join(' ', @transcript); | |
| $hey=~s/ \././g; | |
| $hey=~s/ \?/?/g; | |
| # my $hey = join('.', split(/ \./, $hey)); | |
| # my $hey = join('?', split(/ \?/, $hey)); | |
| my @utts1 = split (/(?<=[\.\?])\s*/, $hey); | |
| # my @utts1 = split (/(?<=[\.\?])\s*/, join(' ', @transcript)); | |
| my %transcripts = (); | |
| for (my $i=0; $i<=$#utts1; $i++) { | |
| my (@utts) = split (' ', $utts1[$i]); | |
| my $hey = $max_words_per_seg; | |
| if ($#utts < $max_words_per_seg) { | |
| print "ReadyTrans: $utts1[$i]\n"; | |
| $transcripts{get_name($full_stop_times[$i], $full_stop_times[$i+1])} = $utts1[$i]; | |
| } else { | |
| print "TransToSplit: $utts1[$i]\n"; | |
| my %transcripts2 = split_on_comma($utts1[$i], \%comma_puncts, $full_stop_times[$i], $full_stop_times[$i+1], $max_words_per_seg); | |
| print "Hash TR2:\n"; print_hash(\%transcripts2); | |
| print "Hash TR:\n"; print_hash(\%transcripts); | |
| %transcripts = merge_hashes(\%transcripts, \%transcripts2); | |
| print "Hash TR_NEW : \n"; print_hash(\%transcripts); | |
| } | |
| } | |
| return %transcripts; | |
| } | |
| sub normalise_transcripts { | |
| my $text = $_[0]; | |
| #DO SOME ROUGH AND OBVIOUS PRELIMINARY NORMALISATION, AS FOLLOWS | |
| #remove the remaining punctation labels e.g. some text ,0 some text ,1 | |
| # $text =~ s/[\.\,\?\!\:][0-9]+//g; | |
| #there are some extra spurious puncations without spaces, e.g. UM,I, replace with space | |
| # $text =~ s/[A-Z']+,[A-Z']+/ /g; | |
| #split words combination, ie. ANTI-TRUST to ANTI TRUST (None of them appears in cmudict anyway) | |
| #$text =~ s/(.*)([A-Z])\s+(\-)(.*)/$1$2$3$4/g; | |
| # $text =~ s/\-/ /g; | |
| #substitute X_M_L with X. M. L. etc. | |
| $text =~ s/\_/. /g; | |
| #normalise and trim spaces | |
| $text =~ s/^\s*//g; | |
| $text =~ s/\s*$//g; | |
| $text =~ s/\s+/ /g; | |
| #some transcripts are empty with -, nullify (and ignore) them | |
| $text =~ s/^\-$//g; | |
| $text =~ s/^\.$//g; | |
| $text =~ s/^\?$//g; | |
| $text =~ s/\s+\-$//; | |
| # apply few exception for dashed phrases, Mm-Hmm, Uh-Huh, etc. those are frequent in AMI | |
| # and will be added to dictionary | |
| # $text =~ s/MM HMM/MM\-HMM/g; | |
| # $text =~ s/UH HUH/UH\-HUH/g; | |
| return $text; | |
| } | |
| if (@ARGV != 2) { | |
| print STDERR "Usage: ami_split_segments.pl <meet-file> <out-file>\n"; | |
| exit(1); | |
| } | |
| my $meet_file = shift @ARGV; | |
| my $out_file = shift @ARGV; | |
| my %transcripts = (); | |
| open(W, ">$out_file") || die "opening output file $out_file"; | |
| open(S, "<$meet_file") || die "opening meeting file $meet_file"; | |
| while(<S>) { | |
| my @A = split(" ", $_); | |
| if (@A < 9) { print "Skipping line @A"; next; } | |
| my ($meet_id, $channel, $spk, $channel2, $trans_btime, $trans_etime, $aut_btime, $aut_etime) = @A[0..7]; | |
| my @transcript = @A[8..$#A]; | |
| my %transcript = split_transcripts(\@transcript, $aut_btime, $aut_etime, 30); | |
| for my $key (keys %transcript) { | |
| my $value = $transcript{$key}; | |
| my $segment = normalise_transcripts($value); | |
| my @times = split(/\_/, $key); | |
| if ($times[0] >= $times[1]) { | |
| print "Warning, $meet_id, $spk, $times[0] > $times[1]. Skipping. \n"; next; | |
| } | |
| if (length($segment)>0) { | |
| print W join " ", $meet_id, "H0${channel2}", $spk, $times[0]/100.0, $times[1]/100.0, $segment, "\n"; | |
| } | |
| } | |
| } | |
| close(S); | |
| close(W); | |
| print STDERR "Finished." | |