A modified wavelet-domain adaptive filtering algorithm for stereophonic acoustic echo cancellation in the teleconferencing application

M. Bekrani, M. Lotfizad
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引用次数: 3

Abstract

Stereophonic acoustic echo cancellers (SAEC) have problems more severe than monophonic echo cancellers. The most important problem is the misalignment, which is the mismatch between the impulse responses of adaptive filters and those of the acoustic paths of the receiving room (in the teleconferencing application, as an example) and therefore a severe divergence of filters in the event of abrupt changes of the transmission room acoustic paths. The main reason for such mismatching is the two-channel nature of the system and the high degree of cross-correlation of the input signals of those channels. In this paper, we try to reduce the correlation between the two channels in the transform domain. To achieve this, with inspiration from the lattice predictor structure, we present a novel approach for reduction of cross-correlation of the input vectors of two channels in the wavelet domain that lead to a reduction in the misalignment of adaptive filters for the SAEC.
一种改进的小波域自适应滤波算法用于立体声回波消除在电话会议中的应用
立体声回声消除器(SAEC)存在比单声回声消除器更严重的问题。最重要的问题是不校准,即自适应滤波器的脉冲响应与接收室声路径的脉冲响应之间的不匹配(例如,在电话会议应用中),因此在传输室声路径突变的情况下,滤波器的严重偏离。造成这种不匹配的主要原因是系统的双通道特性和这些通道输入信号的高度互相关。在本文中,我们尝试在变换域中降低两个信道之间的相关性。为了实现这一目标,在晶格预测器结构的启发下,我们提出了一种新的方法来减少小波域两个通道输入向量的相互关系,从而减少SAEC自适应滤波器的不对准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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