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Spherical microphone array post-filtering for reverberation suppression using isotropic beamformings

机译:球形麦克风阵列后置滤波,利用各向同性波束成形抑制混响

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摘要

Dereverberation or reverberation suppression techniques are important for many applications. Beamforming is an effective technique for speech enhancement; however, it is impossible to suppress the reverberation arriving from the target direction for beamforming. The non-linear post-filtering methods have been proposed for reverberation suppression based on Wiener filtering. Post-filtering can suppress the reverberation from the output of beamforming when the power spectral density (PSD) of the desired reverberation is estimated. In this paper, we assume that reverberation arrives isotropically. Under this assumption, using isotropic beamforming on the spherical harmonic (SH) domain, the PSD of reverberation can be estimated. Based on our experiments, the proposed method is an effective tool for suppressing reverberation; furthermore, it can be used to reduce background noise.
机译:去混响或混响抑制技术对于许多应用很重要。波束成形是一种有效的语音增强技术。但是,无法抑制从波束形成的目标方向到达的混响。提出了一种基于维纳滤波的非线性后置滤波方法,用于混响抑制。当估计所需混响的功率谱密度(PSD)时,后置滤波可以抑制波束成形输出的混响。在本文中,我们假设混响是各向同性的。在此假设下,通过在球谐(SH)域上使用各向同性波束成形,可以估算混响的PSD。根据我们的实验,该方法是抑制混响的有效工具。此外,它可以用来减少背景噪音。

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