人工耳蜗中FIR滤波器组的信号分析

P. Mahalakshmi, M. R. Reddy
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引用次数: 13

摘要

听觉模型在人工耳蜗语音处理策略中的应用旨在提高人工耳蜗受者的语音感知能力。目前人工耳蜗的语音处理策略采用IIR滤波器组,该滤波器组将音频信号分解为多个频带,每个频带与一个电极相关。本文描述了一个用于人工耳蜗的16通道非均匀间隔、高阻带衰减(≈−60dB)有限脉冲响应(FIR)滤波器组模型,以及如何将语音可理解性评估为人工耳蜗处理器中各种参数的函数。该设计具有较高的阻带衰减和线性相位频率响应的优点。利用从TIMIT数据库中提取的语音信号对所实现的滤波器组进行了成功的测试,并计算了其频带能量,这有助于估计将要产生并呈现给耳蜗电极的刺激脉冲电平。
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Signal analysis by using FIR filter banks in cochlear implant prostheses
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.
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