Binaural multichannel Wiener filter with directional interference rejection

E. Hadad, Daniel Marquardt, S. Doclo, S. Gannot
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引用次数: 9

Abstract

In this paper we consider an acoustic scenario with a desired source and a directional interference picked up by hearing devices in a noisy and reverberant environment. We present an extension of the binaural multichannel Wiener filter (BMWF), by adding an interference rejection constraint to its cost function, in order to combine the advantages of spatial and spectral filtering while mitigating directional interferences. We prove that this algorithm can be decomposed into the binaural linearly constrained minimum variance (BLCMV) algorithm followed by a single channel Wiener post-filter. The proposed algorithm yields improved interference rejection capabilities, as compared with the BMWF. Moreover, by utilizing the spectral information on the sources, it is demonstrating better SNR measures, as compared with the BLCMV.
具有方向性干扰抑制的双耳多通道维纳滤波器
在本文中,我们考虑了一个声学场景,在一个嘈杂和混响的环境中,有一个期望的源和一个由听力设备拾取的定向干扰。我们提出了双耳多通道维纳滤波器(BMWF)的扩展,通过在其成本函数中添加干扰抑制约束,以结合空间和频谱滤波的优点,同时减轻方向干扰。我们证明了该算法可以分解为双耳线性约束最小方差(BLCMV)算法,然后是单通道维纳后滤波。与BMWF相比,该算法具有更好的抗干扰能力。此外,通过利用源的光谱信息,与BLCMV相比,它显示出更好的信噪比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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