混响室内采用相位补偿的选频音乐算法进行双通道DOA估计

Jae-Mo Yang, Min-Seok Choi, Hong-Goo Kang
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引用次数: 4

摘要

提出了一种鲁棒的双通道频率选择多信号分类(MUSIC)方法来寻找语音信号的到达方向信息。为了克服真实声学室内环境中混响和背景噪声引起的相位失真,采用了基于最小二乘的相位估计方法。在相位补偿阶段,将失真相位替换为估计相位,以提高MUSIC方法特征分解所需的协方差矩阵的精度。仿真结果表明,该算法具有比传统算法更高的估计精度,并通过频率选择方法降低了算法的复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Two-channel DOA estimation usign frequency selective music algorithm with a phase compensation in reverberant room
This paper proposes a robust two-channel frequency selective multiple signal classification (MUSIC) method to find a direction of arrival (DoA) information of speech signal. To overcome a phase distortion caused by reverberation and background noise in real acoustic room environments, we adopt a least square (LS)-based phase estimation method. In the phase compensation stage, distorted phases are replaced by estimated phases to enhance the accuracy of covariance matrix needed for the eigen-decomposition of the MUSIC method. Simulation results verify that the proposed algorithm shows much higher estimation accuracy than conventional one while its complexity can be reduced by the frequency selection method.
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