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標題: A Layered Approach to the Polysemy Problems in a Chinese to Taiwanese TTS System
作者: Lin, Y.J.
Yu, M.S.
Lin, C.Y.
Lin, Y.C.
關鍵字: layered approach;polysemy;Chinese to Taiwanese;word sense disam;biguation;confidence measure
Project: Journal of Information Science and Engineering
期刊/報告no:: Journal of Information Science and Engineering, Volume 26, Issue 5, Page(s) 1905-1915.
This paper proposes a novel approach to the poly semy problems in a Chinese to Taiwanese TTS (text-to-speech) system. Polysemy means there are words with more than one meaning or pronunciation, such as "(sic)"(no), "(sic)"(up), and "(sic)"(down), and so on. The correct pronunciation of a word affects the comprehensibility (or intelligibility) and fluency of Taiwanese speech. We applied our approach to solve the poly semy problems of the above mentioned three words. These words are difficult polysemy cases since they have many (6, 3, and 4, respectively) possible pronunciations. Results show that the proposed layered approach is over some language models and decision list classifier. Our approach has high accuracy and it can be extended when more training data is available.
ISSN: 1016-2364
Appears in Collections:資訊科學與工程學系所

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