Small-Space Microphone Array Fractional Delay Algorithm Based on FIR Filter for Cochlear Implant*

IF 5.2 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Chen Yousheng (陈又圣), Gong Qin (宫琴)
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引用次数: 1

Abstract

Directional speech enhancement of signals from microphone arrays is an effective way to improve speech recognition for cochlear implant users. The strict implant size limitation results in a short distance between microphones. The fractional delay problem due to the short distance between microphones is solved by a maximal flat (Maxflat) finite impulse response (FIR) filter, using the Maxflat error criteria at a low frequency containing most of the speech information and energy. The fractional Maxflat FIR filter approximates the ideal digital fractional filter at the magnitude response, phase response, and phase delay characteristics, and is also very low order. The results demonstrate that the Maxflat FIR filter accurately and effectively solves the fractional digital delay and is very suitable for real-time speech processing in practical cochlear implant products.

基于FIR滤波器的人工耳蜗小空间麦克风阵列分数延迟算法*
对麦克风阵列信号进行定向语音增强是提高人工耳蜗用户语音识别能力的有效途径。严格的植入物尺寸限制导致麦克风之间的距离很短。在包含大部分语音信息和能量的低频处,采用最大平坦(Maxflat)误差准则,利用最大平坦有限脉冲响应(FIR)滤波器解决了由于麦克风之间距离较近而导致的分数级延迟问题。分数阶Maxflat FIR滤波器在幅度响应、相位响应和相位延迟特性上近似于理想的数字分数阶滤波器,而且阶数也很低。结果表明,Maxflat FIR滤波器准确有效地解决了分数级数字延迟问题,非常适合于实际人工耳蜗产品的实时语音处理。
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来源期刊
CiteScore
12.10
自引率
0.00%
发文量
2340
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