Pitch detection algorithm for noisy speech
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    Abstract:

    The background noise has a great influence on the accurate extraction of pitch period.For the EMD soft-threshold de-noising method can be effective against the background noise,one novel method is proposed for pitch period extraction of noisy speech.Combined with the EMD soft-threshold de-noising method and center clipping,this method preprocesses the speech signal,then employs the signal waveform in time donation for matching estimation,in order to acquire the accurate pitch period.The implementing simulation results demonstrate that,the proposed method has a higher accuracy compared with traditional methods.

    Reference
    [1] 胡瑛.低信噪比下基音检测算法研究[D].长沙:中南大学信息科学与工程学院,2007HU Ying.Pitch detection algorithm in low signal to noise ration[D].Changsha:School of Information Science and Enginerring,Central South University,2007
    [2] 郑继明,王劲松.语音基音周期检测方法[J].计算机工程,2010,36(10):273-275 ZHENG Jiming,WANG Jingsong.Method for voice pitch period detection[J].Computer Engineering,2010,36(10):273-275
    [3] 于德介,程军圣,杨宇.机械故障诊断的Hilbert-Huang 变换方法[M].北京:科学出版社,2006:24-46 YU Dejie,CHENG Junsheng,YANG Yu.The HilbertHuang transform in fault diagnosis of machinery[M].Beijing:Science Press,2006:24-46
    [4] 陈小利,徐金甫.基于小波变换和时域波形的基音检测算[J].现代电子技术,2011,34(1):77-79 CHEN Xiaoli,XU Jinfu.Pitch detection algorithm based on wavelet transform and waveform in time domain[J].Modern Electronics Technique,2011,34(1):77-79
    [5] Flandrin P,Rilling G,Goncalves P.Empirical mode decomposition as a filter bank[J].IEEE Signal Processing Letters,2004,11 (2):112-114
    [6] 谭善文,秦树人,汤宝平.Hilbert-Huang变换的滤波特性及其应用[J].重庆大学学报,2004,27(2):9-12 TAN Shanwen,QIN Shuren,TANG Baoping.The filtering character of Hilbert-Huang transform and its application[J].Journal of C hongqing University,2004,27 (2):9-12
    [7] 刘维巍,张兴周,李春阳.基于EMD的基音检测预处理技术[J].应用科技,2010,37(7):56-59 LIU Weiwei,ZHANG Xingzhou,LI Chunyang.Technology of pitch detection pretreatment based on EMD[J].Applied Science and Technology,2010,37(7):56-59
    [8] Donoho D L.De-noising by soft-thresholding[J].IEEE Transaction on Information Theory,1995,41(3):613-627
    [9] 宋建华,朱勇,徐军,等.基于Matlab的一种基音周期检测算法[J].信息技术,2009(1):50-54 SONG Jianhua,ZHU Yong,XU Jun,et al.An algorithm for pitch detection based on Matlab[J].Information Technology,2009(1):50-54
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YU Cuihua, XING Hongyan, LI Peng. Pitch detection algorithm for noisy speech[J]. Journal of Nanjing University of Information Science & Technology,2012,4(1):70-74

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  • Received:March 29,2011
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