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首页> 外文期刊>Audio, Speech, and Language Processing, IEEE Transactions on >A Clipping-Based Selective-Tap Adaptive Filtering Approach to Stereophonic Acoustic Echo Cancellation
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A Clipping-Based Selective-Tap Adaptive Filtering Approach to Stereophonic Acoustic Echo Cancellation

机译:基于削波的选择性抽头自适应滤波方法用于立体声回声消除

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摘要

Stereophonic acoustic echo cancellation remains one of the challenging areas for tele/video-conferencing applications. However, the existence of high interchannel coherence between the two input signals for such systems leads to considerable degradation in misalignment convergence of the adaptive filters. We propose a new algorithm for improving the convergence performance and steady-state misalignment by considering robustness to the source position in the transmission room. We achieve this by exploiting the inherent decorrelating properties of selective-tap adaptive filtering as well as employing a variable clipping threshold for the unselected taps. Simulation results using colored noise and speech signals show an improvement over existing algorithms both in terms of convergence rate as well as steady-state normalized misalignment.
机译:立体声回声消除仍然是电视/视频会议应用中的挑战领域之一。然而,对于这样的系统,两个输入信号之间存在高的信道间相干性导致自适应滤波器的未对准收敛的显着降低。我们提出一种新算法,通过考虑对传输室中源位置的鲁棒性来提高收敛性能和稳态失准。我们通过利用选择性抽头自适应滤波的固有解相关特性以及对未选择的抽头采用可变的剪裁阈值来实现这一点。使用彩色噪声和语音信号的仿真结果表明,在收敛速度以及稳态归一化失准方面均比现有算法有所改进。

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