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Robust 3D Sound Source Localization Using Spherical Microphone Arrays

机译:使用球形麦克风阵列进行可靠的3D声源定位

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Spherical arrays are gaining increased interest in spatial audio reproduction, especially in Higher Order Ambisonics. In many audio applications the sound source detection and localization is of crucial importance, urging for robust localization methods suitable for spherical arrays. The well-known direction-of-arrival estimator, the ESPRIT algorithm, is not directly applicable to spherical arrays for 3D applications. The eigenbeam ESPRIT (EB-ESPRIT) is based on the spherical harmonics framework and is especially derived for spherical arrays. However, the ESPRIT method is in general susceptible to errors in the presence of correlated sources and spatial decorrelation is not possible for spherical arrays. In our new implementation of spherical harmonics-based ESPRIT (SA2ULA-ESPRIT) the robustness against correlation is achieved by spatial decorrelation incorporated directly in the algorithm formulation. The simulated performance of the new algorithm is compared to EB-ESPRIT.
机译:球形阵列对空间音频再现越来越感兴趣,尤其是在高阶Ambisonics中。在许多音频应用中,声源的检测和定位至关重要,要求采用适用于球形阵列的稳健定位方法。众所周知的到达方向估计器ESPRIT算法不能直接应用于3D应用的球面阵列。本征ESPRIT(EB-ESPRIT)基于球形谐波框架,尤其是针对球形阵列而派生的。但是,ESPRIT方法在存在相关源的情况下通常容易出错,并且球形阵列不可能进行空间去相关。在我们基于球形谐波的ESPRIT(SA2ULA-ESPRIT)的新实现中,通过将空间去相关直接合并到算法公式中,可以实现针对相关性的鲁棒性。将新算法的仿真性能与EB-ESPRIT进行了比较。

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