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多麦克风双耳助听器中基于多通道维纳滤波技术的语音增强

Speech enhancement with multichannel Wiener filter techniques in multimicrophone binaural hearing aids.

作者信息

Van den Bogaert Tim, Doclo Simon, Wouters Jan, Moonen Marc

机构信息

ExpORL, KU Leuven, O&N2, Leuven, Belgium.

出版信息

J Acoust Soc Am. 2009 Jan;125(1):360-71. doi: 10.1121/1.3023069.

Abstract

This paper evaluates speech enhancement in binaural multimicrophone hearing aids by noise reduction algorithms based on the multichannel Wiener filter (MWF) and the MWF with partial noise estimate (MWF-N). Both algorithms are specifically developed to combine noise reduction with the preservation of binaural cues. Objective and perceptual evaluations were performed with different speech-in-multitalker-babble configurations in two different acoustic environments. The main conclusions are as follows: (a) A bilateral MWF with perfect voice activity detection equals or outperforms a bilateral adaptive directional microphone in terms of speech enhancement while preserving the binaural cues of the speech component. (b) A significant gain in speech enhancement is found when transmitting one contralateral microphone signal to the MWF active at the ipsilateral hearing aid. Adding a second contralateral microphone showed a significant improvement during the objective evaluations but not in the subset of scenarios tested during the perceptual evaluations. (c) Adding the partial noise estimate to the MWF, done to improve the spatial awareness of the hearing aid user, reduces the amount of speech enhancement in a limited way. In some conditions the MWF-N even outperformed the MWF possibly due to an improved spatial release from masking.

摘要

本文通过基于多通道维纳滤波器(MWF)和带部分噪声估计的MWF(MWF-N)的降噪算法,评估双耳多麦克风助听器中的语音增强效果。这两种算法都是专门为将降噪与双耳线索的保留相结合而开发的。在两种不同的声学环境中,针对不同的多人交谈噪声中的语音配置进行了客观和感知评估。主要结论如下:(a)在保留语音成分的双耳线索的同时,具有完美语音活动检测的双边MWF在语音增强方面等同于或优于双边自适应定向麦克风。(b)当将一个对侧麦克风信号传输到同侧助听器中处于活动状态的MWF时,语音增强有显著提升。添加第二个对侧麦克风在客观评估期间显示出显著改善,但在感知评估期间测试的部分场景中并非如此。(c)为提高助听器用户的空间感知能力而在MWF中添加部分噪声估计,在一定程度上减少了语音增强量。在某些情况下,MWF-N甚至优于MWF,这可能是由于改善了空间掩蔽释放。

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