This paper proposed an approach that apply association rules to solve the polysemy problem in a Chinese to Taiwanese TTS system. In Taiwanese, one word possibly has several pronunciations. It leads to that Taiwanese TTS System can't work well if wrong pronunciation is synthesized. Thus, we need to decide which pronunciation is proper under