SPEECH ENHANCEMENT USING AN ADAPTIVE WIENER FILTERING APPROACH

被引：34
|
作者：
Abd El-Fattah, M. A. [1 ]
Dessouky, M. I. [1 ]
Diab, S. M. [1 ]
Abd El-Samie, F. E. [1 ]
机构：
[1] Menoufia Univ, Fac Elect Engn, Dept Elect & Elect Commun, Menoufia, Egypt
来源：
PROGRESS IN ELECTROMAGNETICS RESEARCH M | 2008年 / 4卷
关键词：
D O I：
10.2528/PIERM08061206
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper proposes the application of the Wiener filter in an adaptive manner in speech enhancement. The proposed adaptive Wiener filter depends on the adaptation of the filter transfer function from sample to sample based on the speech signal statistics (mean and variance). The adaptive Wiener filter is implemented in time domain rather than in frequency domain to accommodate for the varying nature of the speech signal. The proposed method is compared to the traditional Wiener filter and the spectral subtraction methods and the results reveal its superiority.
引用
收藏
页码：167 / 184
页数：18
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