AN EFFECTIVE KALMAN FILTERING METHOD FOR ENHANCING SPEECH IN THE PRESENCE OF COLORED NOISE

被引:0
|
作者
Xia, Youshen [1 ]
Wei, Qingquan [1 ]
机构
[1] Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Single-channel speech enhancement; colored noise; Kalman filtering algorithm; ENHANCEMENT;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Kalman filtering algorithm for speech enhancement is easily implemented and is efficient under white noise environments. This paper proposes an effective Kalman filtering algorithm for enhancing speech corrupted by colored noise, based on a whitened matrix. Compared with the conventional Kalman filtering algorithms to handle colored noise, the proposed Kalman filtering algorithm has low computational complexity and overcomes the difficulty of estimating the covariance matrix of colored noise. Simulation results confirm that the proposed Kalman filtering algorithm has better performance than several conventional algorithms in decreasing colored noise and speech distortion.
引用
收藏
页码:469 / 474
页数:6
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