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Small-Space Microphone Array Fractional Delay Algorithm Based on FIR Filter for Cochlear Implant
  • ISSN号:0254-3087
  • 期刊名称:《仪器仪表学报》
  • 时间:0
  • 分类:TN713[电子电信—电路与系统] TN912.3[电子电信—通信与信息系统;电子电信—信息与通信工程]
  • 作者机构:[1]Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
  • 相关基金:Supported by the National Natural Science Foundation of China (Nos. 60871083 and 30800234), the Beijing Natural Science Foundation (No. 3082012), and the Key Technologies R&D Program of Ministry of Science and Technology of the People's Republic of China (No. 2008BAI50B08)
中文摘要:

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.

英文摘要:

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 Maxfiat 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.

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期刊信息
  • 《仪器仪表学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国仪器仪表学会
  • 主编:张钟华
  • 地址:北京东城区北河沿大街79号
  • 邮编:100009
  • 邮箱:yqyb@vip.163.com
  • 电话:010-84050563
  • 国际标准刊号:ISSN:0254-3087
  • 国内统一刊号:ISSN:11-2179/TH
  • 邮发代号:2-369
  • 获奖情况:
  • 1983年评为机械部科技进步三等奖,1997年评为中国科协优秀科技期刊三等奖
  • 国内外数据库收录:
  • 美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),英国英国皇家化学学会文摘,中国北大核心期刊(2000版)
  • 被引量:42481