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egs/aurora4/s5/local/dict/get_rules.pl
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#!/usr/bin/env perl # This program creates suggested suffix rules from a dictionary. # It outputs quadruples of the form: # suffix,base-suffix,psuffix,base-psuffix # where "suffix" is the suffix of the letters of a word, "base-suffix" is # the suffix of the letters of the base-word, "psuffix" is the suffix of the # pronunciation of the word (a space-separated list of phonemes), and # "base-psuffix" is the suffix of the pronunciation of the baseword. # As far as this program is concerned, there is no distinction between # "word" and "base-word". To simplify things slightly, what it does # is return all tuples (a,b,c,d) [with a != b] such that there are # at least $min_suffix_count instances in the dictionary of # a (word-prefix, pron-prefix) pair where there exists (word,pron) # pairs of the form # ( word-prefix . a, pron-prefix . c) # and # ( word-prefix . b, pron-prefix . d) # For example if (a,b,c,d) equals (USLY,US,S L IY0,S) # then this quadruple will be output as long as there at least # e.g. 30 instances of prefixes like (FAM, F EY1 M AH0) # where there exist (word, pron) pairs like: # FAMOUS, F EY1 M AH0 S # FAMOUSLY F EY1 M AH0 S L IY0 # # There are some modifications to the picture above, for efficiency. # If $disallow_empty_suffix != 0, this program will not output 4-tuples where # the first element (the own-word suffix) is empty, as this would cause # efficiency problems in get_candidate_prons.pl. If # $ignore_prefix_stress != 0, this program will ignore stress markings # while evaluating whether prefixes are the same. # The minimum count for a quadruple to be output is $min_suffix_count # (e.g. 30). # # The function of this program is not to evaluate the accuracy of these rules; # it is mostly a pruning step, where we suggest rules that have large enough # counts to be suitable for our later procedure where we evaluate their # accuracy in predicting prons. $disallow_empty_suffix = 1; # Disallow rules where the suffix of the "own-word" is # empty. This is for efficiency in later stages (e.g. get_candidate_prons.pl). $min_prefix_len = 3; # this must match with get_candidate_prons.pl $ignore_prefix_stress = 1; # or 0 to take account of stress in prefix. $min_suffix_count = 20; # Takes in dictionary. print STDERR "Reading dict "; while(<>) { @A = split(" ", $_); my $word = shift @A; my $pron = join(" ", @A); if (!defined $prons{$word}) { $prons{$word} = $pron; push @words, $word; } else { $prons{$word} = $prons{$word} . ";" . $pron; } } # Get common suffixes (e.g., count >100). Include empty suffix. print STDERR "Getting common suffix counts. "; { foreach $word (@words) { $len = length($word); for ($x = $min_prefix_len; $x <= $len; $x++) { $suffix_count{substr($word, $x)}++; } } foreach $suffix (keys %suffix_count) { if ($suffix_count{$suffix} >= $min_suffix_count) { $newsuffix_count{$suffix} = $suffix_count{$suffix}; } } %suffix_count = %newsuffix_count; undef %newsuffix_count; foreach $suffix ( sort { $suffix_count{$b} <=> $suffix_count{$a} } keys %suffix_count ) { print STDERR "$suffix_count{$suffix} $suffix "; } } print STDERR "Getting common suffix pairs. "; { print STDERR " Getting map from prefix -> suffix-set. "; # Create map from prefix -> suffix-set. foreach $word (@words) { $len = length($word); for ($x = $min_prefix_len; $x <= $len; $x++) { $prefix = substr($word, 0, $x); $suffix = substr($word, $x); if (defined $suffix_count{$suffix}) { # Suffix is common... if (!defined $suffixes_of{$prefix}) { $suffixes_of{$prefix} = [ $suffix ]; # Create a reference to a new array with # one element. } else { push @{$suffixes_of{$prefix}}, $suffix; # Push $suffix onto array that the # hash member is a reference . } } } } my %suffix_set_count; print STDERR " Getting map from suffix-set -> count. "; while ( my ($key, $value) = each(%suffixes_of) ) { my @suffixes = sort ( @$value ); $suffix_set_count{join(";", @suffixes)}++; } print STDERR " Getting counts for suffix pairs. "; while ( my ($suffix_set, $count) = each (%suffix_set_count) ) { my @suffixes = split(";", $suffix_set); # Consider pairs to be ordered. This is more convenient # later on. foreach $suffix_a (@suffixes) { foreach $suffix_b (@suffixes) { if ($suffix_a ne $suffix_b) { $suffix_pair = $suffix_a . "," . $suffix_b; $suffix_pair_count{$suffix_pair} += $count; } } } } # To save memory, only keep pairs above threshold in the hash. while ( my ($suffix_pair, $count) = each (%suffix_pair_count) ) { if ($count >= $min_suffix_count) { $new_hash{$suffix_pair} = $count; } } %suffix_pair_count = %new_hash; undef %new_hash; # Print out the suffix pairs so the user can see. foreach $suffix_pair ( sort { $suffix_pair_count{$b} <=> $suffix_pair_count{$a} } keys %suffix_pair_count ) { print STDERR "$suffix_pair_count{$suffix_pair} $suffix_pair "; } } print STDERR "Getting common suffix/suffix/psuffix/psuffix quadruples "; { while ( my ($prefix, $suffixes_ref) = each(%suffixes_of) ) { # Note: suffixes_ref is a reference to an array. We dereference with # @$suffixes_ref. # Consider each pair of suffixes (in each order). foreach my $suffix_a ( @$suffixes_ref ) { foreach my $suffix_b ( @$suffixes_ref ) { # could just used "defined" in next line, but this is for clarity. $suffix_pair = $suffix_a.",".$suffix_b; if ( $suffix_pair_count{$suffix_pair} >= $min_suffix_count ) { foreach $pron_a_str (split(";", $prons{$prefix.$suffix_a})) { @pron_a = split(" ", $pron_a_str); foreach $pron_b_str (split(";", $prons{$prefix.$suffix_b})) { @pron_b = split(" ", $pron_b_str); $len_a = @pron_a; # evaluating array as scalar automatically gives length. $len_b = @pron_b; for (my $pos = 0; $pos <= $len_a && $pos <= $len_b; $pos++) { # $pos is starting-pos of psuffix-pair. $psuffix_a = join(" ", @pron_a[$pos...$#pron_a]); $psuffix_b = join(" ", @pron_b[$pos...$#pron_b]); $quadruple = $suffix_pair . "," . $psuffix_a . "," . $psuffix_b; $quadruple_count{$quadruple}++; my $pron_a_pos = $pron_a[$pos], $pron_b_pos = $pron_b[$pos]; if ($ignore_prefix_stress) { $pron_a_pos =~ s/\d//; # e.g convert IH0 to IH. Only affects $pron_b_pos =~ s/\d//; # whether we exit the loop below. } if ($pron_a_pos ne $pron_b_pos) { # This is important: we don't consider a pron suffix-pair to be # valid unless the pron prefix is the same. last; } } } } } } } } # To save memory, only keep pairs above threshold in the hash. while ( my ($quadruple, $count) = each (%quadruple_count) ) { if ($count >= $min_suffix_count) { $new_hash{$quadruple} = $count; } } %quadruple_count = %new_hash; undef %new_hash; # Print out the quadruples for diagnostics. foreach $quadruple ( sort { $quadruple_count{$b} <=> $quadruple_count{$a} } keys %quadruple_count ) { print STDERR "$quadruple_count{$quadruple} $quadruple "; } } # Now print out the quadruples; these are the output of this program. foreach $quadruple (keys %quadruple_count) { print $quadruple." "; } |