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新颖检测法在说话人识别技术中的应用
引用本文:石艳,王晓晔. 新颖检测法在说话人识别技术中的应用[J]. 现代计算机, 2008, 0(7)
作者姓名:石艳  王晓晔
作者单位:广东湛江师范学院,湛江524048
基金项目:湛江师范学院的青年基金
摘    要:
提出一种用于说话人识别中说话人语音特征向量聚类的方法--新颖检测法.通过提取出的特征参数(MFCC和LPCC),建立系统模型,实验结果表明,将新颖检测法结合VQ用于特征向量的分类,较之于单纯的VQ分类,取得了识别率高、稳健型强、确认可靠的效果.

关 键 词:说话人识别  矢量量化  模式分析

Application of Novel Detection Method in Speaker Recognition
SHI Yan,WANG Xiao-ye. Application of Novel Detection Method in Speaker Recognition[J]. Modem Computer, 2008, 0(7)
Authors:SHI Yan  WANG Xiao-ye
Affiliation:SHI Yan,WANG Xiao-ye (Guangdong Zhanjiang Normal University,Zhanjiang 524048)
Abstract:
Proposes a novel detection method that applied for the clustering of feature parameters in speaker recognition. Speaker models are established with the feature parameters(MFCC & LPCC)extracted from speakers,and the results indicate that combining novel detection with VQ can get higher recognition rate than only with VQ, also the system is more stable and reliable.
Keywords:Speaker Recognition  VQ  Pattern Analysis  
本文献已被 CNKI 维普 万方数据 等数据库收录!
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