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On-line dereverberation algorithm based on weighted prediction error for noisy time-varying environment

机译:噪声时变环境下基于加权预测误差的在线混响算法

摘要

A system and method for processing a multi-channel audio signal comprises receiving a multi-channel time-domain audio input, converting the input signal to a plurality of multi-channel frequency-domain k-space undersampled subband signals; Buffering and delaying, storing a subset of the spectral frames for prediction filter estimation in each of the spectral frames, estimating the variance of the frequency domain signal in each of the spectral frames, recursive least squares ( (RLS) algorithm to adaptively estimate the prediction filter in an online manner, linearly filter each channel using the estimated prediction filter, and nonlinearly filter the linear filtered output signal. Reverberation and estimated variance Includes reducing, and generating a non-linear filtering output signals, to reconstruct the dereverberation time domain multi-channel audio signal by combining a nonlinear filtering output signal. [Selection] Figure 2
机译:一种用于处理多声道音频信号的系统和方法,包括:接收多声道时域音频输入,将输入信号转换为多个多声道频域k空间欠采样子带信号;缓冲和延迟,在每个频谱帧中存储频谱帧的子集以进行预测滤波器估计,估计每个频谱帧中频域信号的方差,递归最小二乘(RLS)算法以自适应地估计预测在线滤波,使用估计的预测滤波器对每个通道进行线性滤波,并对非线性滤波后的输出信号进行非线性滤波混响和估计方差包括减少并生成非线性滤波输出信号,以重建混响时域多通过组合非线性滤波输出信号来获得通道音频信号[选择]图2

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