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
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;
Conference_Titel :
Biomedical Engineering and Computer Science (ICBECS), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5315-3
DOI :
10.1109/ICBECS.2010.5462471
