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A multiframe parametric wiener filter for acoustic echo suppression

机译:用于抑制回声的多帧参数维纳滤波器

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Acoustic echo arises due to the acoustic coupling between the loudspeaker and the microphone in a full-duplex voice communication device. How to reduce or eliminate echo has been an important problem in voice communications. This paper deals with this problem in the short-time Fourier transform (STFT) domain. An approach to acoustic echo suppression (AES) is developed, which uses a linear filter in every STFT subband. A non-parametric variable step-size (NPVSS) normalized-least-mean-square (NLMS) algorithm is used to estimate the echo signal in every STFT bin and time frame. We then define the desired output signal as the sum of the desired near-end speech and a residual echo component. A parametric Wiener filter (PWF) is subsequently derived by minimizing the near-end speech distortion with a constraint on the residual echo. There are two parameters in this PWF, which can be adjusted to control the compromise between the amount of echo attenuation and the degree of near-end speech distortion, and the level of the residual echo remaining at the output. These two parameters can be tuned to optimize the perceptual quality of the echo-reduced signal. Experimental results demonstrate that the developed PWF can effectively attenuate the undesired echo and estimate the near-end signal with little distortion.
机译:由于全双工语音通信设备中扬声器和麦克风之间的声学​​耦合,会产生声学回声。如何减少或消除回声一直是语音通信中的重要问题。本文在短时傅立叶变换(STFT)域中处理此问题。开发了一种声学回声抑制(AES)方法,该方法在每个STFT子带中使用线性滤波器。非参数可变步长(NPVSS)归一化最小均方(NLMS)算法用于估计每个STFT分档和时间帧中的回波信号。然后,我们将所需的输出信号定义为所需的近端语音和残余回声分量之和。随后通过在残余回声受限制的情况下最小化近端语音失真来导出参数维纳滤波器(PWF)。此PWF中有两个参数,可以调整这些参数以控制回声衰减量和近端语音失真程度以及输出端剩余的残余回声电平之间的折衷。可以调整这两个参数,以优化回声降低信号的感知质量。实验结果表明,所开发的PWF可以有效地衰减不需要的回波并估计几乎没有失真的近端信号。

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