Study on text-dependent speaker recognition based on Biomimetic Pattern Recognition

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	Study on text-dependent speaker recognition based on Biomimetic Pattern Recognition
	Wang SJ (Wang Shoujue); Huang Y (Huang Yi); Cao Y (Cao Yu); Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China. 电子邮箱地址: camelyi@263.net; wsjue@semi.ac.cn; caoyu@semi.ac.cn
	2006
会议名称	3rd International Symposium on Neural Networks (ISNN 2006)
会议录名称	ADVANCES IN NEURAL NETWORKS - ISNN 2006丛书标题: LECTURE NOTES IN COMPUTER SCIENCE
页码	PT 2 PROCEEDINGS 3972: 158-164
会议日期	MAY 28-31, 2006
会议地点	Chengdu, PEOPLES R CHINA
出版地	HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
出版者	SPRINGER-VERLAG BERLIN
ISSN	0302-9743
ISBN	3-540-34437-3
部门归属	chinese acad sci, inst semicond, lab artificial neural networks, beijing 100083, peoples r china
摘要	We studied the application of Biomimetic Pattern Recognition to speaker recognition. A speaker recognition neural network using network matching degree as criterion is proposed. It has been used in the system of text-dependent speaker recognition. Experimental results show that good effect could be obtained even with lesser samples. Furthermore, the misrecognition caused by untrained speakers occurring in testing could be controlled effectively. In addition, the basic idea "cognition" of Biomimetic Pattern Recognition results in no requirement of retraining the old system for enrolling new speakers.
学科领域	人工智能
主办者	Univ Electr Sci & Technol China.; Chinese Univ Hong Kong.; Asia Pacific Neural Network Assembly.; European Neural Network Soc.; IEEE Circuits & Syst Soc.; IEEE Computat Intelligence Soc.; Int Neural Network Soc.; Natl Nat Sci Fdn China.; KC Wong Educ Fdn Hong Kong.
收录类别	其他
语种	英语
文献类型	会议论文
条目标识符	http://ir.semi.ac.cn/handle/172111/9984
专题	中国科学院半导体研究所（2009年前）
通讯作者	Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China. 电子邮箱地址: camelyi@263.net; wsjue@semi.ac.cn; caoyu@semi.ac.cn
推荐引用方式 GB/T 7714	Wang SJ ,Huang Y ,Cao Y ,et al. Study on text-dependent speaker recognition based on Biomimetic Pattern Recognition[C]. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY:SPRINGER-VERLAG BERLIN,2006:PT 2 PROCEEDINGS 3972: 158-164.

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