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Full Azimuth Multiple Sound Source Localization with 3-Channel Microphone Array

机译:采用 3 通道麦克风阵列的全方位角多声源定位

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摘要

This paper describes a method for estimating Direction Of Arrival (DOA) of multiple sound sources in full azimuth with three microphones. Estimating DOA with paired microphone arrays creates imaginary sound sources because of time delay of arrival (TDOA) being identical between real and imaginary sources. Imaginary sound sources can create chronic problems in multiple Sound Source Localization (SSL), because they can be localized as real sound sources. Our proposed approach is based on the observation that each microphone array creates imaginary sound sources, but the DOA of imaginary sources may be different depending on the orientation of the paired microphone array. With the fact that a real source would always be localized in the same direction regardless of the array orientation, we can suppress the imaginary sound sources by minimum filtering based on Steered Response Power-Phase Transform (SRP-PHAT) method. A set of experiments conducted in a real noisy environment showed that the proposed method was accurate in localizing multiple sound sources.
机译:本文介绍了一种使用三个麦克风在全方位角估计多个声源的到达方向(DOA)的方法。使用成对的麦克风阵列估计 DOA 会创建假想声源,因为真实声源和虚声源之间的到达时间延迟 (TDOA) 相同。假想的声源可能会在多个声源定位 (SSL) 中产生长期问题,因为它们可以定位为真实声源。我们提出的方法基于每个麦克风阵列产生假想声源的观察,但假想声源的DOA可能因配对麦克风阵列的方向而异。由于无论阵列方向如何,真实声源始终位于同一方向,因此我们可以通过基于转向响应功率相位变换 (SRP-PHAT) 方法的最小滤波来抑制假想声源。在真实嘈杂环境中进行的一系列实验表明,所提方法在定位多个声源方面是准确的。

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