1. A speech synthesis system for encoding original speech comprising an excitation module responsive to an original speech sample and generating an excitation function; a synthesis filter responsive to said excitation function and said original speech sample and generating a synthesized speech sample; and a synthesis filter optimizer responsive to said excitation function and said synthesis filter and generating an optimized synthesized speech sample; wherein said synthesis filter optimizer minimizes a synthesis error between said original speech sample and said synthesized speech sample.