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A speech distortion weighting based approach to integrated active noise control and noise reduction in hearing aids

机译:基于语音失真加权的集成主动噪声控制和助听器降噪方法

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摘要

This paper presents weighted approaches for integrated active noise control and noise reduction in hearing aids. The unweighted integrated active noise control and noise reduction scheme introduced in the previous work does not allow to trade-off between the active noise control and the noise reduction. In some circumstances it will, however, be useful to emphasize one of the functional blocks. Changing the original optimisation problem to a constrained optimisation problem leads to a scheme based on a weighted mean squared error criterion that allows to focus either on the active noise control or on the noise reduction. It is similarly possible to derive a scheme that allows to focus either on reducing the speech distortion or on reducing the residual noise at the eardrum. In a single speech source scenario and when the number of sound sources (speech plus noise sources) is less than or equal to the number of microphones, it is possible to derive a simple formula for the output signal-to-noise ratio of the latter scheme. It can then be shown that this scheme delivers a constant signal-to-noise ratio at the eardrum for any weighting factor.
机译:本文介绍了用于助听器集成主动噪声控制和降噪的加权方法。先前工作中引入的未加权集成主动噪声控制和降噪方案不允许在主动噪声控制和降噪之间进行权衡。但是,在某些情况下,强调其中一个功能块将很有用。将原始优化问题更改为约束优化问题会导致基于加权均方误差标准的方案,该方案允许专注于主动噪声控制或噪声降低。类似地,可以导出一种方案,该方案允许集中于减少语音失真或减少耳膜上的残留噪声。在单个语音源场景中,并且当声源(语音加噪声源)的数量小于或等于麦克风的数量时,可以为麦克风的输出信噪比导出一个简单的公式方案。然后可以看出,对于任何加权因子,该方案在鼓膜上都提供了恒定的信噪比。

著录项

  • 来源
    《Signal processing》 |2013年第9期|2440-2452|共13页
  • 作者单位

    KULeuven Department of Electrical Engineering, ESAT-SCD, and IBBT Future Health Research Department. Kasteelpark Arenberg 10,B-3001 Leuven, Belgium;

    KULeuven Department of Electrical Engineering, ESAT-SCD, and IBBT Future Health Research Department. Kasteelpark Arenberg 10,B-3001 Leuven, Belgium;

    KULeuven, Department of Neurosciences, Research Group ExpORL, O.& N2, Herestraat 49/721, B-3000 Leuven, Belgium;

    Department of Electronic Systems, Aalborg University, Niels Jernes Vej 12, DK-9220 Aalborg, Denmark;

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  • 原文格式 PDF
  • 正文语种 eng
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  • 关键词

    Hearing aids; Signal-to-noise ratio; Active noise control; Noise reduction; Multichannel Wiener filter;

    机译:助听器;信噪比;主动噪音控制;降噪;多通道维纳滤波器;

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