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\n";
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.\n";
{
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\n";
}
}
print STDERR "Getting common suffix pairs.\n";
{
print STDERR " Getting map from prefix -> suffix-set.\n";
# 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 $suffix onto array that the
# hash member is a reference .
}
}
}
}
my %suffix_set_count;
print STDERR " Getting map from suffix-set -> count.\n";
while ( my ($key, $value) = each(%suffixes_of) ) {
my @suffixes = sort ( @$value );
$suffix_set_count{join(";", @suffixes)}++;
}
print STDERR " Getting counts for suffix pairs.\n";
while ( my ($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} $suffix_pair\n";
}
}
print STDERR "Getting common suffix/suffix/psuffix/psuffix quadruples\n";
{
while ( my ($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\n";
}
}
# Now print out the quadruples; these are the output of this program.
foreach $quadruple (keys %quadruple_count) {
print $quadruple."\n";
}