Spotforming using distributed microphone arrays

Maja Taseska, Emanuël Habets
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引用次数: 16

Abstract

Extracting sounds that originate from a specific location, while reducing noise and interferers is required in many hands-free communications systems. We propose a spotforming approach that uses distributed microphone arrays and aims at extracting sounds that originate from a pre-defined spot of interest (SOI), while reducing background noise and sounds that originate from outside the SOI. The spotformer is realized as a linear spatial filter, which is based on the signal statistics of sounds from the SOI, the signal statistics of sounds outside the SOI and the background noise signal statistics. The required signal statistics are estimated from the microphone signals, while taking into account the uncertainty in the location estimates of the desired and the interfering sound sources. The applicability of the method is demonstrated by simulations and the quality of the extracted signal is evaluated in different scenarios.
使用分布式麦克风阵列形成斑点
在许多免提通信系统中,提取来自特定位置的声音,同时减少噪音和干扰。我们提出了一种点形成方法,该方法使用分布式麦克风阵列,旨在提取来自预定义感兴趣点(SOI)的声音,同时减少背景噪声和来自SOI以外的声音。该聚焦器是基于声域内声音的信号统计、声域外声音的信号统计和背景噪声信号统计实现的线性空间滤波器。从麦克风信号中估计所需的信号统计量,同时考虑到期望声源和干扰声源位置估计的不确定性。通过仿真验证了该方法的适用性,并对不同场景下提取的信号质量进行了评价。
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