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
ISSN0302-9743
ISBN3-540-34437-3
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
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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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