语音噪声消除使用优化子带自适应滤波

A. Noor, S. Samad, A. Hussain
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引用次数: 4

摘要

本文研制了一种优化的语音信号子带消噪器。该消去器使用两倍过采样滤波器组。对滤波器组的原型滤波器进行了优化,使系统失真最小。每个子带采用可变步长最小均方LMS自适应滤波器。在白色和彩色环境下的性能是根据均方误差MSE性能来评估的。与基于标准临界采样滤波器组的类似模型进行了比较。全频带版本作为参考,抵消器优于临界采样和全频带模型。
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Noise cancellation in speech using optimized subband adaptive filtering
In this paper, an optimized subband noise canceller for speech signals is developed. The canceller uses a two fold oversampled filter bank. The prototype filter of the filter bank is optimized for minimum system distortion. A variable step size least mean square LMS adaptive filter is used in each subband. Performance under white and colored environments is evaluated in terms of mean square error MSE performance. Comparison is made with a similar model that is based on a standard critically sampled filter banks. Fullband version is used as reference for the canceller outperformed both critically sampled and fullband models.
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