Separation of multiple signals in hearing aids by output decorrelation and time-delay estimation

P. Bamford, N. Canagarajah
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引用次数: 1

Abstract

Sensori-neural hearing impaired listeners have difficulty in separating multiple signals or perceiving speech in background noise and hearing aids are widely used to enhance the desired signal. We present a simple two-input system to separate two signals using output decorrelation where the filter coefficients are adaptively estimated to minimise the correlation of the output signals. In particular we show that an optimal filter can be designed and the convergence behaviour can be greatly improved by using a time-delay estimation technique. The algorithm was implemented to successfully separate two signals and the results are presented.
基于输出去相关和时延估计的助听器多信号分离
感觉神经性听力障碍的听者在分离多个信号或在背景噪声中感知语音方面存在困难,助听器被广泛用于增强所需信号。我们提出了一个简单的双输入系统,使用输出去相关来分离两个信号,其中滤波器系数自适应估计以最小化输出信号的相关性。特别地,我们证明了可以设计一个最优滤波器,并且通过使用时延估计技术可以大大改善收敛性。该算法成功实现了两个信号的分离,并给出了分离结果。
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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