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Low-complexity implementation of a real-time decorrelation algorithm for stereophonic acoustic echo cancellation

机译:用于立体声回声消除的实时去相关算法的低复杂度实现

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摘要

Multichannel acoustic echo cancellers are used in teleconferencing systems in order to reduce undesired echoes and to introduce better performance in terms of sound localization in the presence of more than one participant. Already, stereophonic systems obtain realistic performance, since listeners have spatial information that helps to identify the speaker position. Unfortunately, the correlation between the two channels prevents a correct identification of the echo paths and signal decorrelation is needed. In this paper, a low-complexity implementation of a real-time decorrelation approach is proposed based on the "missing-fundamental" phenomenon. This implies that the proposed approach is focused on the computation of one adaptive parameter in order to guarantee high performance in terms of convergence speed, audio quality, and computational complexity. Experiments confirm the effectiveness of the proposed approach, showing its feasibility in real scenarios.
机译:在电话会议系统中使用多通道声学回声消除器,以减少不希望有的回声,并在存在多个参与者的情况下,在声音定位方面引入更好的性能。立体声系统已经获得了逼真的效果,因为听众拥有有助于识别讲话者位置的空间信息。不幸的是,两个通道之间的相关性妨碍了对回声路径的正确识别,并且需要信号去相关。在本文中,基于“缺失基本”现象,提出了一种低复杂度的实时去相关方法。这意味着,所提出的方法集中于一个自适应参数的计算,以便在收敛速度,音频质量和计算复杂度方面保证高性能。实验证实了该方法的有效性,表明了其在实际场景中的可行性。

著录项

  • 来源
    《Signal processing》 |2012年第11期|p.2668-2675|共8页
  • 作者单位

    Department of Information Engineering, Universita Politecnica delle Marche, Via Brecce Bianche, 60131 Ancona, Italy;

    Department of Information Engineering, Universita Politecnica delle Marche, Via Brecce Bianche, 60131 Ancona, Italy;

    Department of Information Engineering, Universita Politecnica delle Marche, Via Brecce Bianche, 60131 Ancona, Italy;

    Department of Information Engineering, Universita Politecnica delle Marche, Via Brecce Bianche, 60131 Ancona, Italy;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    channel decorrelation; missing-fundamental; stereophonic acoustic echo cancellation;

    机译:信道解相关;基本缺失;立体声回声消除;

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