| 注册
首页|期刊导航|高技术通讯(英文版)|Space discriminative function for microphone array robust speech recognition

Space discriminative function for microphone array robust speech recognition

Zhao Xianyu Ou Zhijian Wang Zuoying

高技术通讯(英文版)2005,Vol.11Issue(4):351-354,4.
高技术通讯(英文版)2005,Vol.11Issue(4):351-354,4.

Space discriminative function for microphone array robust speech recognition

Space discriminative function for microphone array robust speech recognition

Zhao Xianyu 1Ou Zhijian 1Wang Zuoying1

作者信息

  • 1. Department of Electronic Engineering, Tsinghua University, Beijing 100084, P.R.China
  • 折叠

摘要

Abstract

Based on W-disjoint orthogonality of speech mixtures, a space discriminative function was proposed to enumerate and localize competing speakers in the surrounding environments. Then, a Wiener-like post-filterer was developed to adaptively suppress interferences. Experimental results with a hands-free speech recognizer under various SNR and competing speakers settings show that nearly 69% error reduction can be obtained with a two-channel small aperture microphone array against the conventional single microphone baseline system. Comparisons were made against traditional delay-and-sum and Griffiths-Jim adaptive beamforming techniques to further assess the effectiveness of this method.

关键词

speech recognition/array signal processing/microphone array/source localization/adaptive filtering

Key words

speech recognition/array signal processing/microphone array/source localization/adaptive filtering

分类

信息技术与安全科学

引用本文复制引用

Zhao Xianyu,Ou Zhijian,Wang Zuoying..Space discriminative function for microphone array robust speech recognition[J].高技术通讯(英文版),2005,11(4):351-354,4.

基金项目

Supported by the High Technology Research and Development Programme of China (No. 2001AA114071). (No. 2001AA114071)

高技术通讯(英文版)

OAEI

1006-6748

访问量0
|
下载量0
段落导航相关论文