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Signal analysis by using FIR filter banks in cochlear implant prostheses

机译:在人工耳蜗中使用FIR滤波器组进行信号分析

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The use of auditory models in cochlear implant speech processing strategies aims to improve cochlear implantee''s perception of speech. Current speech processing strategies for cochlear implants use an IIR filter bank which decomposes the audio signals into multiple frequency bands each associated with one electrode. This paper describes a 16-channel non-uniformly spaced, high stop band attenuation (≅ -60dB) finite impulse response (FIR) filter bank model for cochlear implants and how speech intelligibility is evaluated as a function of various parameters in cochlear implant processors. The design has the advantages of higher stop band attenuation and linear phase frequency response. The filter bank implemented is successfully tested using speech signals extracted from TIMIT database and their band energies are calculated which are useful in estimating the stimulation pulse level to be generated and presented to the cochlear electrodes.
机译:听觉模型在人工耳蜗语音处理策略中的使用旨在提高人工耳蜗植入者的语音感知能力。当前用于耳蜗植入物的语音处理策略使用IIR滤波器组,该IIR滤波器组将音频信号分解成多个频带,每个频带与一个电极相关联。本文介绍了一种针对耳蜗植入物的16通道非均匀间隔,高阻带衰减(≅-60dB)有限冲激响应(FIR)滤波器组模型,以及如何根据耳蜗植入物处理器中各种参数的函数来评估语音清晰度。该设计具有较高的阻带衰减和线性相位频率响应的优点。使用从TIMIT数据库中提取的语音信号成功测试了实现的滤波器组,并计算了其频带能量,这对于估计要生成并呈现给耳蜗电极的刺激脉冲电平很有用。

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