基于分离直声和混响的空间相关模型估计直混响能量比

Yusuke Hioka, K. Niwa, Sumitaka Sakauchi, K. Furuya, Y. Haneda
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引用次数: 11

摘要

提出了一种利用传声器阵列估算直混响能量比的新方法。该方法基于空间相关矩阵模型,分离了直接声和混响声。它从两个分量的功率谱中估计DRR,这是由观测信号的相关矩阵导出的。在模拟混响环境和实际混响环境下进行的实验中,所提出的方法在很大程度上成功地准确估计了DRR。我们还提出了语音增强使用二进制掩蔽作为一个应用的例子估计的DRR。利用DRR作为区分说话人距离的因素,实现了同一方向不同距离的语音信号分离。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimating direct-to-reverberant energy ratio based on spatial correlation model segregating direct sound and reverberation
A new approach for estimating the direct-to-reverberant energy ratio (DRR) using a microphone array is proposed. The method is based on amodel of a spatial correlation matrix that segregates direct sound and reverberation. It estimates DRR from the power spectra of both components, which are derived from the correlation matrix of the observed signal. In experiments performed in simulated and actual reverberant environments, the proposed method mostly succeeded in estimating DRR accurately. We also present speech enhancement using binary masking as an example of an application of the estimated DRR. By utilization of the DRR as a factor to discriminate the distances of speakers, separation of speech signals whose sources were located in the same direction but at different distances was achieved.
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