Title :
Speaker identification based on modified polynomial classifier
Author :
Zhang, Xin-yi ; Wu, Jinpei ; Zhang, Qishan
Author_Institution :
Jiangmen Wu Yi Univ., China
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;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1260126
