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基于跟踪共振峰的语音增强算法

杨凌 杨海波 高新春

杨凌, 杨海波, 高新春. 基于跟踪共振峰的语音增强算法[J]. 电子与信息学报, 2009, 31(10): 2536-2540. doi: 10.3724/SP.J.1146.2008.01361
引用本文: 杨凌, 杨海波, 高新春. 基于跟踪共振峰的语音增强算法[J]. 电子与信息学报, 2009, 31(10): 2536-2540. doi: 10.3724/SP.J.1146.2008.01361
Yang Ling, Yang Hai-bo, Gao Xin-chun. Speech Enhancement Algorithm Based on Tracing the Formant[J]. Journal of Electronics & Information Technology, 2009, 31(10): 2536-2540. doi: 10.3724/SP.J.1146.2008.01361
Citation: Yang Ling, Yang Hai-bo, Gao Xin-chun. Speech Enhancement Algorithm Based on Tracing the Formant[J]. Journal of Electronics & Information Technology, 2009, 31(10): 2536-2540. doi: 10.3724/SP.J.1146.2008.01361

基于跟踪共振峰的语音增强算法

doi: 10.3724/SP.J.1146.2008.01361
基金项目: 

甘肃省自然科学基金(0803RJZA026)资助课题

Speech Enhancement Algorithm Based on Tracing the Formant

  • 摘要: 该文通过实验方法研究和分析了汉字语音共振峰的特点,发现可跟踪并找到各个共振峰,结合汉字发音所具有的一般规律,提出了一种基于跟踪共振峰的语音增强算法。该算法能够有效地识别出带噪语音中的语音帧和非语音帧,简单且有效地去除非语音帧的全部噪声,明显抑制语音帧内的噪声。算法计算复杂度低并具有噪声环境可移植性。
  • Boll S F. Suppression of acoustic noise in speech usingspectral subtraction[J].IEEE Transactions AcousticsSpeech, Signal Processing.1979, 27(4):113-120[2]Berouti M, Schwartz R, and Makhoul J. Enhancement ofspeech corrupted by acoustic noise[C]. Proc. of IEEE ICASSP,Washington, DC, USA, Apr 1979: 208-211.[3]Lim J S and Oppenheim A V. Enhancement and bandwidthcompression of noisy speech[J].Proc. of the IEEE.1979,67(12):1586-1604[4]McAulay R J and Malpass M L. Speech enhancement using asoft-decision noise suppression filter[J].IEEE TransactionsAcoustics, Speech, Signal Processing.1980, 28(4):137-145[5]Ephraim Y and Malah D. Speech enhancement using aminimum-mean square error short-time spectral amplitudeestimator[M][J].IEEE Transactions on Acoustics. Speech SignalProcessing.1984, 32(12):1109-1121[6]Wang Guang-yan, Wang Xia, and Zhao Xiao-qun. Speechenhancement based on a combined spectral subtraction withspectral estimation in various noise environment[C]. IEEEInternational Conference on Audio, Language and ImageProcessing, ICALIP-2008, Shanghai, China, July 2008:1424-1429.[7]Diethorn E J. Subband Noise Reduction Methods for SpeechEnhancement[M]. Boston:Kluwer Academic Publishers, MA,2004: 91-115.[8]Ephraim Y and Van Trees H L. A signal subspace approachfor speech enhancement[J].IEEE Transactions on SpeechAudio Processing.1995, 3(7):251-266[9]Benesty J, Makina S, and Chenk J. Speech Enhancement[M].Berlin: Springer-Verlag, 2005: 1-8, 135-159.[10]张丽艳, 殷福亮. 一种改进的奇异值分解语音增强方法[J].电子与信息学报.2008, 30(2):357-361浏览[11]Paliwal K K and Basu A. A speech enhancement methodbased on Kalman filtering[C]. Proc. IEEE ICASSP, 1987:17-180.[12]Li Hui, Wang Xin, Dai Bei-qian, and Lu Wei. A kalmansmoothing algorithm for speech enhancement based on theproperties of vocal tract varying slowly[C]. IEEE EighthACIS International Conference on Software Engineering,Artificial Intelligence, networking, and Parallel/ DistributedComputing, SNPD-2007, Qingdao, China, July 2007, Vol.3:832-836.[13]You Chang-huai, Rahardja S, and Koh Soo Ngee.Autoregressive parameter estimation for Kalman filteringspeech enhancement[C]. IEEE International conference onAcoustics,Speech and Signal Processing, ICASSP-2007,Honolulu, Hl, America, April 2007, Vol.4: IV-913-IV-916.[14]Ruiz I, Garca B, Mndez A, and Villanueva V. Oesophagealspeech enhancement using Kalman filters[C]. IEEEInternational symposium on Signal Processing andInformation Technology, Giza, Egypt, Dec. 2007: 1176-1179.[15]Donoho D L. De-noising by soft thresholding[J].IEEETransactions on Information Theory.1995, 41(3):613-627[16]Shao Yu and Chang Chip-hong. A versatile speechenhancement system based on perceptual waveletdenoising[C]. IEEE International Symposium on Circuits andSystems, ISCAS-2005, Kobe, Japan, May 2005, Vol.2:864-867.[17]Xu Yao-hua, Wang Gang, Gu Ying, and Liu Hai-yang. Anovel wavelet packet speech enhancement algorithm based ontime-frequency threshold[C]. IEEE Second InternationalConference on Innovative Computing, Information andControl, ICICIC-2007, Kumamoto, Japan, September 2007:492.[18]Zhang L H and Rong G F. A kind of modified speechenhancement algorithm based on wavelet packagetransformation[C]. IEEE International Conference onWavelet Analysis and Pattern Recognition, ICWAPR-2008,Hong Kong, China, August 2008, Vol.1: 421-425.[19]Hsung Tai-chui and Lun Pak-Kong D. Speech enhancementbased on adaptive wavelet denoising on multitaperspectrum[C]. In IEEE International Symposium on Circuitsand Systems, ISCAS-2008, Seattle, America, May 2008:1700-1703.[20]徐耀华, 王刚, 郭英. 基于时频阈值的小波包语音增强算法[J].电子与信息学报.2008, 30(6):1363-1366浏览[21]杨行峻, 迟惠生. 语音信号数字处理[M]. 北京: 清华大学出版社, 1995: 13-20.[22]Hangsen J and Pellom B. An effective quality evaluationprotocol for speech enhancement algorithms[C]. Int. Conf.Spoken Language Processing, Sydney, Australia, Dec, 1998:2819-2922.
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出版历程
  • 收稿日期:  2008-10-17
  • 修回日期:  2009-04-09
  • 刊出日期:  2009-10-19

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