Dereverberation sweet spot dilation with combined channel equalization and beamforming

Mark R. P. Thomas, H. Gamper, I. Tashev
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Abstract

Beamforming and channel equalizers can be formulated as optimal multichannel filter-and-sum operations with different objective criteria. It has been shown in previous studies that the combination of both concepts under a common framework can yield results that combine both the spatial robustness of beamforming and the dereverberation performance of channel equalization. This paper introduces an additional method for leveraging both approaches that exploits channel estimates in a wanted spatial location and derives robustness from knowledge of the array geometry alone. Experiments with an objective assessment of speech quality as a function of source perturbation reveal that the proposed technique can be viewed as a sweet spot dilator when compared with the MINT channel equalizer.
信道均衡和波束形成相结合的消噪甜蜜点扩展
波束形成和信道均衡器可以表述为具有不同客观准则的最优多通道滤波和运算。先前的研究表明,将这两个概念结合在一个共同的框架下,可以得到波束形成的空间鲁棒性和信道均衡的去噪性能相结合的结果。本文介绍了一种利用这两种方法的附加方法,该方法利用所需空间位置的信道估计,并仅从阵列几何形状的知识中获得鲁棒性。客观评估语音质量作为源扰动函数的实验表明,与MINT信道均衡器相比,所提出的技术可以被视为甜蜜点扩张器。
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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