It's a fairly popular algorhitm - you can find the implementation in Perl both on Rosetta code and on Wikibooks. For your convenience, I'm posting the copied Wikibooks version below: 

 
use List::Util qw(min);
 
sub levenshtein {
    my ($str1, $str2) = @_;
    my @ar1 = split //, $str1;
    my @ar2 = split //, $str2;
 
    my @dist;
    $dist[$_][0] = $_ foreach (0 .. @ar1);
    $dist[0][$_] = $_ foreach (0 .. @ar2);
 
    foreach my $i (1 .. @ar1){
        foreach my $j (1 .. @ar2){
            my $cost = $ar1[$i - 1] eq $ar2[$j - 1] ? 0 : 1;
            $dist[$i][$j] = min(
                        $dist[$i - 1][$j] + 1, 
                        $dist[$i][$j - 1] + 1, 
                        $dist[$i - 1][$j - 1] + $cost );
        }
    }
 
    return $dist[@ar1][@ar2];
}

[download]

Update: I'm sorry, I missed the "based on words" part of your question. Thankfully, Eily already answered your question, reading it more carefully than I did.

- Luke

In reply to Re: Levenstein distance transcription by blindluke
in thread Levenstein distance transcription by Anonymous Monk

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