A broadband beamforming for speech enhancement in the reverberant environment

Dongxia Wang, Yue-you Ding, Fang Liu
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Abstract

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.
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一种用于混响环境下语音增强的宽带波束形成
介绍了一种基于盲宽带波束形成的麦克风阵列语音增强方法。首先在频域将宽带信号划分为子带。然后通过计算四阶交叉累积矩阵的奇异值分解来估计转向向量。最后对子带语音信号进行重构,对损坏语音进行增强。仿真结果表明,与其他方法相比,该方法在混响环境下,即使没有兴趣信号方向信息,也具有良好的性能。
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