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A broadband beamforming for speech enhancement in the reverberant environment

机译:混响环境中用于语音增强的宽带波束成形

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摘要

A microphone array speech enhancement method based on blind broadband beamforming is introduced in this paper. The broadband signals are firstly divided into sub-bands in the frequency domain. Then the steering vector is then estimated by computing the singular value decomposition of the forth-order cross cumulant matrix. Finally, the sub-band speech signals are reconstructed and the corrupted speech is enhanced. Simulation results show that compared with some methods, the proposed method in the paper has good performance in the reverberation environments even without the information about direction of interest signal.
机译:介绍了一种基于宽带盲波束形成的麦克风阵列语音增强方法。首先将宽带信号在频域中划分为子带。然后,通过计算四阶交叉累积量矩阵的奇异值分解来估计导向向量。最终,子带语音信号被重构并且被破坏的语音被增强。仿真结果表明,与某些方法相比,本文提出的方法即使在没有感兴趣信号方向信息的情况下,在混响环境中也具有良好的性能。

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