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Speech-in-noise enhancement and sound localization with improved binaural hearing instruments

机译:使用改进的双耳助听器增强语音噪声和声音定位

摘要

Multi-microphone noise reduction schemes have become standard in commercial hearing aids and cochlear implants. Recent studies with bilateral hearing aids have shown that common adaptive directional microphone systems tend to distort localization cues, leading to inappropriate and reduced spatial awareness for bilateral hearing aid users. Here we show that binaural multi-microphone signal processing based on multi-channel Wiener filter (MWF) are capable of combining noise reduction with the preservation of directional hearing. Physical simulations and perceptual results from 10 listeners have been studied for different noise source scenarios, in different reverberant conditions, and for a number of signal processing schemes using up to 4 microphone inputs (2 each side). An overview is given of the localization performance and the speech reception benefits in these different listening conditions for the different noise reduction strategies. An adaptive directional microphone system (ADM) is used as a reference system. Signal processing based on MWF does, unlike ADM, provides a combination of noise reduction and preservation of spatial awareness. Moreover, in some conditions it even offers an improved spatial release from masking. The MWF outperforms the ADM in terms of localization and noise reduction if signals are not arriving from the most forward field of view.
机译:多麦克风降噪方案已经成为商业助听器和人工耳蜗的标准配置。最近对双边助听器的研究表明,常见的自适应定向麦克风系统往往会扭曲定位提示,从而导致双边助听器用户的空间感知不当并减少。在这里,我们表明基于多通道维纳滤波器(MWF)的双耳多麦克风信号处理能够将降噪与定向听觉保护相结合。针对不同的噪声源场景,不同的混响条件以及使用多达4个麦克风输入(每侧2个)的多种信号处理方案,研究了来自10个听众的物理模拟和感知结果。概述了针对不同的降噪策略在这些不同的收听条件下的定位性能和语音接收的好处。自适应定向麦克风系统(ADM)用作参考系统。与ADM不同,基于MWF的信号处理确实提供了降噪与空间意识保护的结合。此外,在某些情况下,它甚至还提供了改进的掩蔽空间释放。如果信号不是从最前方的视野到达,则MWF在定位和降噪方面都优于ADM。

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