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《Mind and Computation》 2007-04
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The Research of Speaker Verification Based on GMM-UBM

ZHANG Cai-hong, HONG Qing-yang, CHEN Yan (Department of Computer Science, Xiamen University, Xiamen 361005, China)  
Gaussian mixture model (GMM) has been widely used for text-independent speaker recognition. This paper addresses our work in developing a speaker verification system applying a Universal Background Model (UBM)。Because of the biology feature varieties, self-adaptation is necessary. Finally, experimental results demonstrated that our approach was quite efficient.
【CateGory Index】: TP391.42
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 CHENG Yan-xiang 1,2 ,DAI Bei-qian 1,ZHOU Xi 1,LI Hui 1 (1.Dept. of Electronic Science & Technology, University of Science & Technology of China, Hefei, Anhui 230026, China; 2.College of Computer Science & Information, Hefei University of Technology, Hefei, Anhui 230009, China);A Study on the Text-independent Speaker Verification System Based on Conversation[J];Journal of Chinese Information Processing;2004-02
【Co-citations】
Chinese Journal Full-text Database 3 Hits
1 YU Ling-li, CAI Zi-xing, CHEN Ming-yi (College of Information Science & Engineering, Central South University, Changsha 410083 China);Study on emotion feature analysis and recognition in speech signal: an overview[J];Journal of Circuits and Systems;2007-04
2 ZHENG Rong,ZHANG Shu-wu,XU Bo(Hi-tech Innovation Center Institute of Automation,Chinese Academy of Sciences,Beijing 100080,China);Research on Feature and Score Normalization for Speaker Verification[J];Journal of Chinese Information Processing;2006-06
3 LONG Yan-hua,GUO Wu,DAI Li-rong(iFly Speech Lab,Department of Electronic Engineering and Information Science,University of Science and Technology of China,Hefei,Anhui 230027,China);SVM Based Training Data Balance for Speaker Verification[J];Journal of Chinese Information Processing;2008-03
?2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved
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