DocumentCode
2341037
Title
Support Vector Machine for Chinese Part-Of-Speech Tagging in Speech Synthesis Systems
Author
Wang, Xiang ; Zhang, Jianping ; Yan, Yonghong
Author_Institution
Inst. of Acoust., Chinese Acad. of Sci., Beijing, China
fYear
2010
fDate
23-25 April 2010
Firstpage
1
Lastpage
4
Abstract
The paper presents a support vector machine based Part-Of-Speech tagging on Chinese database which is part of our speech synthesis system. The model can be classified as SVM model and uses many sequential features to predict the POS tag. The text database was download from the internet with 1,280,000 words and 33 parts of Speech. The total accuracy of our experiments is 99.31%.
Keywords
natural language processing; speech synthesis; support vector machines; Chinese database; Chinese part-of-speech tagging; speech synthesis systems; support vector machine; Internet; Kernel; Natural language processing; Natural languages; Predictive models; Spatial databases; Speech synthesis; Support vector machine classification; Support vector machines; Tagging;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Computer Science (ICBECS), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-5315-3
Type
conf
DOI
10.1109/ICBECS.2010.5462471
Filename
5462471
Link To Document