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

话筒 消噪麦克风 人工耳蜗植入 降噪 可理解性(哲学) 噪音(视频) 声学 计算机科学 语音识别 安静的 背景噪声 听力学 麦克风阵列 电信 物理 医学 人工智能 扬声器 哲学 认识论 量子力学 图像(数学)
作者
King Chung,Fan‐Gang Zeng,Kyle N. Acker
出处
期刊:Journal of the Acoustical Society of America [Acoustical Society of America]
卷期号:120 (4): 2216-2227 被引量:56
标识
DOI:10.1121/1.2258500
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 CI 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 I, 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 II, 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 I, 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 CI speech intelligibility with acoustic degradation and the directional microphone, but not the noise reduction algorithm. Implications for intelligibility enhancement are discussed.

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