节点文献
声纹识别系统
Voiceprint Recognition System
【摘要】 介绍一个与文本无关、与语种无关、与性别无关的声纹识别系统 ,采用的技术包括MFCC特征提取、VQ矢量量化、LBG聚类建模、数据有效性距离测度和计算机深层编程等 ,在字表大小为 5 0人以内时识别率接近 10 0 % .
【Abstract】 A voiceprint recognition system without any reference to text,language and sex is described.The adopted technology includes MFCC feature extraction,vector quantization,LBG clustering,rangefinding using data validation,deepseated computer programming and so on.The recognitoin rate of this system approaches nearly 100% while therere no more than 50 peoples phoneme modulo in the experiment.
【关键词】 声纹识别;
说话人辨认;
矢量量化;
聚类算法;
距离测度;
【Key words】 voiceprint recognition; speaker identification; Vector Quantification; clustering algorithm; rangefinding;
【Key words】 voiceprint recognition; speaker identification; Vector Quantification; clustering algorithm; rangefinding;
- 【文献出处】 深圳大学学报 ,Shenzhen University Journal , 编辑部邮箱 ,2002年02期
- 【分类号】TN912.3
- 【被引频次】20
- 【下载频次】580