This subject has come up before.
My pure perl approach is explained in Re: Fuzzy Searching: Optimizing Algorithm Selection and there is a greatly improved performance version at Re^2: Fuzzy Searching: Optimizing Algorithm ( A few improvements)..
Also of note is ysth & demerphq's compiled XS trie approach the code for which can be found in this Algorithm Showdown: Fuzzy Matching.
Be warned: Both these threads contain ultimately futile, heated technical debate.
I still have, several further iterations of performance improvement of my code kicking around. If you are seriously interested and want to try and take it forward, I could look them out.
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