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Multi-microphone adaptive noise reduction strategies for coordinated stimulation in bilateral cochlear implant devices

机译:用于双侧人工耳蜗植入装置中协调刺激的多麦克风自适应降噪策略

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摘要

Bilateral cochlear implant (BI-CI) recipients achieve high word recognition scores in quiet listening conditions. Still, there is a substantial drop in speech recognition performance when there is reverberation and more than one interferers. BI-CI users utilize information from just two directional microphones placed on opposite sides of the head in a so-called independent stimulation mode. To enhance the ability of BI-CI users to communicate in noise, the use of two computationally inexpensive multi-microphone adaptive noise reduction strategies exploiting information simultaneously collected by the microphones associated with two behind-the-ear (BTE) processors (one per ear) is proposed. To this end, as many as four microphones are employed (two omni-directional and two directional) in each of the two BTE processors (one per ear). In the proposed two-microphone binaural strategies, all four microphones (two behind each ear) are being used in a coordinated stimulation mode. The hypothesis is that such strategies combine spatial information from all microphones to form a better representation of the target than that made available with only a single input. Speech intelligibility is assessed in BI-CI listeners using IEEE sentences corrupted by up to three steady speech-shaped noise sources. Results indicate that multi-microphone strategies improve speech understanding in single-and multi-noise source scenarios.
机译:双边人工耳蜗(BI-CI)接收者在安静的聆听条件下获得较高的单词识别分数。但是,当存在混响和多个干扰源时,语音识别性能会大大下降。 BI-CI用户以所谓的独立刺激模式利用仅来自放置在头部相对两侧的两个定向麦克风的信息。为了增强BI-CI用户在噪声中进行交流的能力,使用了两种计算成本低廉的多麦克风自适应降噪策略,这些策略利用与两个耳后(BTE)处理器(每个耳朵一个)关联的麦克风同时收集的信息)。为此,在两个BTE处理器(每个耳朵一个)中的每一个中使用多达四个麦克风(两个全向和两个定向)。在提出的两麦克风双耳策略中,所有四个麦克风(每只耳朵后面两个)都以协调刺激模式使用。假设是,与仅使用单个输入所提供的策略相比,此类策略会组合来自所有麦克风的空间信息以更好地表示目标。在BI-CI侦听器中,使用可被多达三个稳定的语音形噪声源破坏的IEEE语句来评估语音清晰度。结果表明,多麦克风策略可改善单噪声和多噪声源场景中的语音理解。

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