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Speech understanding in noise provided by a simulated cochlear implant processor based on matching pursuit

机译:基于匹配追踪的模拟人工耳蜗处理器在噪声中的语音理解

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Speech reception is poor for cochlear implant recipients in listening environments with interfering noise. This study investigates the speech understanding provided in interfering noise by a coding strategy based on the sparse approximation algorithm matching pursuit (MP) and additionally proposes two modifications to the strategy. The levels of spectral information provided by the MP strategy and the modified MP strategy are compared to that of continuous interleaved sampling (CIS) and a strategy based on the ideal binary mask (IBM) using vocoded speech and the normalized covariance metric (NCM). We demonstrate objective intelligibility improvements in quiet, and total and partial objective intelligibility restoration in steady-state and fluctuating noise, respectively.
机译:对于听觉环境中具有干扰噪声的人工耳蜗接收者而言,语音接收效果不佳。这项研究调查了基于稀疏近似算法匹配追踪(MP)的编码策略在干扰噪声中提供的语音理解,并对该策略进行了两种修改。将MP策略和改进的MP策略提供的频谱信息级别与连续交错采样(CIS)以及使用声码语音和归一化协方差度量(NCM)的基于理想二进制掩码(IBM)的策略进行比较。我们展示了在安静状态下客观清晰度的改善,在稳态和波动噪声下分别实现了整体和部分客观清晰度的恢复。

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