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TDE-ILD-HRTF-Based 3D entire-space sound source localization using only three microphones and source counting

机译:基于TDE-ILD-HRTF的3D整个空间声源本地化只使用三个麦克风和源计数

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TDE-Based methods are commonly used for wideband sound source localization using at least 4 microphones in 3D space. Using these methods, outdoor (far-field) high accuracy sound source localization in different climates needs highly sensitive and high performance microphones which are very expensive. In the last decade, some papers were published to reduce the microphones count in indoor 2D cases using TDE and ILD-based methods simultaneously. However, using ILD-based methods needs only one dominant source for accurate localization. Also it is known that by using a linear array, two mirror points will be produced simultaneously (half-plane localization). In this paper we try to apply this method to outdoor (low reverberation) cases for a dominant sound source (due to the use of ILD). We propose a novel approach for 3D entire-space localization using TDE, ILD and HRTF simultaneously and only three microphones. Based on the proposed method, a special reflector (instead of dummy head) for microphones arrangement is designed and source counting is used to find that only one dominant sound source is active in the localization area. Simulation results indicate that this approach is useful in outdoor and low degree reverberation cases when source counting and SNR improvement are carried out simultaneously.
机译:基于TDE的方法通常用于使用3D空间中的至少4个麦克风的宽带声源定位。使用这些方法,户外(远场)在不同气候下的高精度声源定位需要高度敏感和高性能的麦克风,非常昂贵。在过去十年中,一些论文被公布,以使用TDE和基于ILD的方法在室内2D案例中减少麦克风计数。但是,使用基于ILL的方法只需要一个用于精确定位的一个主导来源。此外,已知通过使用线性阵列,将同时产生两个镜像(半平面定位)。在本文中,我们试图将这种方法应用于户外(低音混响)案例的主导声源(由于使用ILD)。我们提出了一种使用TDE,ILD和HRTF同时且只有三个麦克风的3D整个空间定位的新方法。基于所提出的方法,设计了用于麦克风排列的特殊反射器(代替虚拟头),并且源计数用于发现本地化区域中只有一个主导声源处于活动状态。仿真结果表明,当同时进行源计数和SNR改善时,这种方法在室外和低度混响情况下有用。

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