DocumentCode :
2900499
Title :
A Method of Part of Speech Based on the Algorithm of C4.5 for Polyphone
Author :
Peng Fuming ; He Xin ; Shi Yingchun
Author_Institution :
Sch. of Autom., Nanjing Univ. of Sci. & Technol., Nanjing, China
fYear :
2012
fDate :
2-4 Nov. 2012
Firstpage :
673
Lastpage :
676
Abstract :
Chinese is one of graceful languages, not only it´s hieroglyphic writing, but also one of flexible languages, which can describe a thing or sensation of people visually. This is because of polyphone, which exists in Chinese. But it´s also because of polyphone, there are some difficult in Chinese speech synthesis, especially in the conversion between character and pronunciation. Polyphone is a large proportion in Chinese, so the problem of polyphone is the key in the module of character-pronunciation conversion. In this paper, the part of speech rules is presented to solve the problem of polyphone, which is based on the algorithm of C4.5. And experiment results presented to prove the effectiveness of this method.
Keywords :
natural language processing; speech synthesis; C4.5 algorithm; Chinese language; Chinese speech synthesis; character-pronunciation conversion; flexible languages; hieroglyphic writing; part of speech; polyphone; Classification algorithms; Decision trees; Educational institutions; Speech; Training; Training data; Vocabulary; polyphone; part of speech(POS); C4.5;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Information Networking and Security (MINES), 2012 Fourth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-3093-0
Type :
conf
DOI :
10.1109/MINES.2012.28
Filename :
6407400
Link To Document :
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