A Layered Approach to the Polysemy Problems in a Chinese to Taiwanese TTS System

被引：0

作者：

Lin, Yih-Jeng ^{[1
]}

Yu, Ming-Shing ^{[2
]}

Lin, Chin-Yu ^{[2
]}

Lin, Yuan-Chun ^{[2
]}

机构：

[1] Chien Kuo Technol Univ, Dept Informat Management, Changhua 500, Taiwan

[2] Natl Chung Hsing Univ, Dept Comp Sci & Engn, Taichung 402, Taiwan

来源：

JOURNAL OF INFORMATION SCIENCE AND ENGINEERING | 2010年 / 26卷 / 05期

关键词：

layered approach; polysemy; Chinese to Taiwanese; word sense disam biguation; confidence measure;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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.

引用

页码：1905 / 1915

页数：11

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