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Effects of directional microphone and adaptive multichannel noise reduction algorithm on cochlear implant performance

机译:定向麦克风和自适应多通道降噪算法对人工耳蜗性能的影响

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摘要

Although cochlear implant (CI) users have enjoyed good speech recognition in quiet, they still have difficulties understanding speech in noise. We conducted three experiments to determine whether a directional microphone and an adaptive multichannel noise reduction algorithm could enhance Cl performance in noise and whether Speech Transmission Index (STI) can be used to predict CI performance in various acoustic and signal processing conditions. In Experiment 1, CI users listened to speech in noise processed by 4 hearing aid settings: omni-directional microphone, omni-directional microphone plus noise reduction, directional microphone, and directional microphone plus noise reduction. The directional microphone significantly improved speech recognition in noise. Both directional microphone and noise reduction algorithm improved overall. preference. In Experiment 11, normal hearing individuals listened to the recorded speech produced by 4- or 8-channel CI simulations. The 8-channel simulation yielded similar speech recognition results as in Experiment 1, whereas the 4-channel simulation produced no significant difference among the 4 settings. In Experiment III, we examined the relationship between STIs and speech recognition. The results suggested that STI could predict actual and simulated Cl speech intelligibility with acoustic degradation and the directional microphone, but not the noise reduction algorithm. Implications for intelligibility enhancement are discussed. (c) 2006 Acoustical Society of America.
机译:尽管人工耳蜗(CI)的使用者在安静的情况下享有良好的语音识别能力,但他们仍然很难理解噪音下的语音。我们进行了三个实验,以确定定向麦克风和自适应多通道降噪算法是否可以增强Cl在噪声中的性能,以及语音传输指数(STI)是否可以用于预测在各种声学和信号处理条件下的CI性能。在实验1中,CI用户收听了由4种助听器设置处理的噪声中的语音:全向麦克风,全向麦克风加降噪,定向麦克风和定向麦克风加降噪。定向麦克风显着改善了噪声中的语音识别。定向麦克风和降噪算法总体上都得到了改善。偏爱。在实验11中,正常的听力个体会听到4或8通道CI模拟产生的录制语音。 8通道模拟产生与实验1相似的语音识别结果,而4通道模拟在4种设置之间没有产生显着差异。在实验III中,我们检查了STI与语音识别之间的关系。结果表明,STI可以通过声学衰减和定向麦克风预测实际和模拟的Cl语音清晰度,但不能预测降噪算法。讨论了提高清晰度的含义。 (c)2006年美国声学学会。

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