DocumentCode
401882
Title
Speaker identification based on modified polynomial classifier
Author
Zhang, Xin-yi ; Wu, Jinpei ; Zhang, Qishan
Author_Institution
Jiangmen Wu Yi Univ., China
Volume
5
fYear
2003
fDate
2-5 Nov. 2003
Firstpage
3178
Abstract
This paper first introduces a novel speaker identification method based on polynomial classifier. Then how to apply the method to text independent speaker identification using our specific large database is discussed in detail. Theoretical analysis is given to prove one property of the classifier and modification is made to improve the classifier. Experiments and conclusions are also given in the paper.
Keywords
database management systems; pattern classification; polynomials; speaker recognition; classifiers property; database; modified polynomial classifier; speaker identification method; text independent speaker identification; Artificial neural networks; Databases; Equations; Error analysis; Hidden Markov models; Machine learning; Polynomials; Speaker recognition; Speech; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/ICMLC.2003.1260126
Filename
1260126
Link To Document