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使用非因果最小方差无失真响应滤波器进行单通道去混响。

Single-channel dereverberation using a non-causal minimum variance distortionless response filter.

机构信息

School of Electrical and Electronic Engineering, Yonsei University, Seoul 120-749, Republic of Korea.

出版信息

J Acoust Soc Am. 2012 Jul;132(1):EL29-35. doi: 10.1121/1.4722171.

Abstract

This letter presents a single-channel speech dereverberation approach using a non-causal minimum variance distortionless response (MVDR) filter. The non-causal filter is adopted to utilize the additional information of the desired signal that lies in subsequent frames. Note that the desired signal output has minimal distortion due to the introduction of the MVDR criterion. The proposed system further suppresses the late reverberation by employing a statistical reverberant model. Experimental results demonstrate the superiority of the proposed algorithm to conventional approaches.

摘要

这封信提出了一种使用非因果最小方差无失真响应(MVDR)滤波器的单通道语音去混响方法。采用非因果滤波器是为了利用后续帧中存在的期望信号的附加信息。请注意,由于引入了 MVDR 准则,期望信号输出的失真最小。所提出的系统进一步通过使用统计混响模型来抑制后期混响。实验结果表明,所提出的算法优于传统方法。

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