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Real-time implementation of cochlear implant speech processing pipeline on smartphones

机译：智能手机上人工耳蜗语音处理管道的实时实现

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摘要

This paper presents the real-time implementation of an adaptive speech processing pipeline for cochlear implants on the smartphone platform. The pipeline is capable of real-time classification of background noise environment and automated tuning of a noise suppression component based upon the detected background noise environment. This pipeline was previously implemented on the FDA-approved PDA platform for cochlear implant studies. The paper discusses the steps taken to achieve the real-time implementation of the pipeline on the smartphone platform. In addition, it includes the real-time timing as well as the noise suppression results when the entire pipeline was run on the smartphone platform.
机译：本文介绍了智能手机平台上人工耳蜗的自适应语音处理管道的实时实现。管道能够对背景噪声环境进行实时分类，并根据检测到的背景噪声环境自动调整噪声抑制组件。该管道先前已在FDA批准的PDA平台上实施，用于耳蜗植入物研究。本文讨论了为在智能手机平台上实时实现管道而采取的步骤。此外，它还包括实时定时以及整个管道在智能手机平台上运行时的噪声抑制结果。

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