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一种用局部非线性预测模式实现的语音编码算法

马霓 韦岗

马霓, 韦岗. 一种用局部非线性预测模式实现的语音编码算法[J]. 电子与信息学报, 2001, 23(1): 16-22.
引用本文: 马霓, 韦岗. 一种用局部非线性预测模式实现的语音编码算法[J]. 电子与信息学报, 2001, 23(1): 16-22.
Ma Ni, Wei Gang. A SPEECH CODING ALGORITHM WITH LOCAL NONLINEAR PREDICTION MODEL[J]. Journal of Electronics & Information Technology, 2001, 23(1): 16-22.
Citation: Ma Ni, Wei Gang. A SPEECH CODING ALGORITHM WITH LOCAL NONLINEAR PREDICTION MODEL[J]. Journal of Electronics & Information Technology, 2001, 23(1): 16-22.

一种用局部非线性预测模式实现的语音编码算法

A SPEECH CODING ALGORITHM WITH LOCAL NONLINEAR PREDICTION MODEL

  • 摘要: 该文提出了一种基于局部非线性模式的语音信号预测模型(LNLP),并将其应用于语音编码中。在同样的算法条件下,LNLP提高了预测增益,改善了合成语音质量,而其算法复杂度与常规算法相比并无显著增加。
  • Singer A C,Wornell G W,Oppenheim A V.Codebook Prediction: A nonlinear signal modeling paradigm[J].ICASSP92,San Francisco.1992,V:325-328[2]杨行峻,迟惠生等.语音信号数字处理.北京:电子工业出版社,1995,第四章.[3]Ogawa S,Ikeguchi T,Matozaki T,Aihara K.Nonlinear modeling by radial basis function networks.IEICE Trans.on Fundamentals,1996,E79-A (10): 1608-1617.[4]Haykin S.Neural Networks: A Comprehensive Foundation.NJ: Macmillan,Englewood Cliffs,1994,Chapter 2. [5]Chen S,Cowan F N,Grant P M.Orthogonal least squares learning algorithm for radial basis function networks.IEEE Trans.on Neural Networks,1991,2(2): 302-309.[5]Hartman E J,Keeler J D,Kowalski J M.Layered neural networks with Gaussian hidden units as universal approximations[J].Neural Computation.1990,2(1):210-215[6]Chen J H,Cox R V,Lin Y C,et al.A low-delay CELP coder for the CCITT 16kb/s speech coding standard[J].IEEE J.on Selected Areas in Communication.1992,10(1):830-840[7]Yakowitz S.Nearest-neighbour methods for time series analysis.Journal of Time Series Analysis,1987,8(2): 10-26.[8]Co.Ltd.International Electronics and Communication Basic Technology Institute.Tokyo: ATR speech database for research,1997. [10]Cucchi,Fratti M,Ronchi M.On improving performance of analysis by synthesis speech coders.IEEE Trans.on Speech and Audio Processing.1996,4(3): 243-247.
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出版历程
  • 收稿日期:  1999-03-29
  • 修回日期:  1999-10-06
  • 刊出日期:  2001-01-19

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