I am struggling to find/create an algorithm that can determine the pronounceability of random 5 letter combinations.
The closest thing I've found so far is from this 3 year old StackOverflow thread:
Measure the pronounceability of a word?
<?php
// Score: 1
echo pronounceability('namelet') . "\n";
// Score: 0.71428571428571
echo pronounceability('nameoic') . "\n";
function pronounceability($word) {
static $vowels = array
(
'a',
'e',
'i',
'o',
'u',
'y'
);
static $composites = array
(
'mm',
'll',
'th',
'ing'
);
if (!is_string($word)) return false;
// Remove non letters and put in lowercase
$word = preg_replace('/[^a-z]/i', '', $word);
$word = strtolower($word);
// Special case
if ($word == 'a') return 1;
$len = strlen($word);
// Let's not parse an empty string
if ($len == 0) return 0;
$score = 0;
$pos = 0;
while ($pos < $len) {
// Check if is allowed composites
foreach ($composites as $comp) {
$complen = strlen($comp);
if (($pos + $complen) < $len) {
$check = substr($word, $pos, $complen);
if ($check == $comp) {
$score += $complen;
$pos += $complen;
continue 2;
}
}
}
// Is it a vowel? If so, check if previous wasn't a vowel too.
if (in_array($word[$pos], $vowels)) {
if (($pos - 1) >= 0 && !in_array($word[$pos - 1], $vowels)) {
$score += 1;
$pos += 1;
continue;
}
} else { // Not a vowel, check if next one is, or if is end of word
if (($pos + 1) < $len && in_array($word[$pos + 1], $vowels)) {
$score += 2;
$pos += 2;
continue;
} elseif (($pos + 1) == $len) {
$score += 1;
break;
}
}
$pos += 1;
}
return $score / $len;
}
?>
... but it is far from perfect, giving some rather strange false positives:
Using this function, all of the following rate as pronounceable, (above 7/10)
- ZTEDA
- LLFDA
- MMGDA
- THHDA
- RTHDA
- XYHDA
- VQIDA
Can someone smarter than me tweek this algorithm perhaps so that:
- 'MM', 'LL', and 'TH' are only valid when followed or preceeded by a vowel?
- 3 or more consonants in a row is a no-no, (except when the first or last is an 'R' or 'L')
- any other refinements you can think of...
(I have done a fair amount of research/googling, and this seems to be the main pronounceability function that everyone has been referencing/using for the last 3 years, so I'm sure an updated, more refined version would be appreciated by the wider community, not just me!).