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G.723.1语音编码算法闭环基音搜索的低复杂度算法

Low Complexity Algorithm of Close-Loop Pitch Search in G.723.1Speech Codec
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摘要 由于ITU-TG.723.1语音编码算法具有较高的算法复杂度,故而在应用与实现时受到了很多的限制。该文提出一种低复杂度闭环基音搜索算法,该算法仍以5阶基音预测器为基础,但在求取5个基音预测增益时不是采用原算法中对20维矢量码本进行搜索的方法,而是利用这个20维矢量组成一个Wiener-Hopf方程,并利用语音的短时平稳特性将该方程简化为一个Toeplitz线性代数方程组,方程组的解就是所求的基音预测增益。对该增益进行5维码本矢量量化,从而用5维矢量码本搜索代替了原来的20维矢量码本搜索。这样使闭环基音搜索部分的运算量降低了一半,语音质量只有略微下降,同时与G.723.1算法码流兼容。 The application and implementation of ITU-T G.723.1speech codec is narrowly limited because of the high computational complexity.A new close-loop pitch search algorithm is presented in this paper.This algorithm is still based on the5-order pitch predictor.A Wiener-Hopf equation is established from the20-dimention vector which is used in the20-dimention codebook search in G.723.1algorithm.The equation solution is exactly the optimal pitch gain and is vector quantized with a5-dimention vector codebook.The synthesized speech quality degrades slightly and the code is compatible with the G.723.1algorithm while the computational complexity decreases near a half.
出处 《计算机工程与应用》 CSCD 北大核心 2003年第29期78-79,95,共3页 Computer Engineering and Applications
基金 清华大学"985"项目
关键词 G.723.1 闭环基音搜索 基音预测器 算法复杂度 G.723.1,close-loop pitch search,pitch predictor,computational complexity
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参考文献6

  • 1ZENG Zhihua XIAO Zimei.Fast VQ of Multi-tap Pitch Predictor Coefficients [J].Proceedings of ICSP,1998,:580-583.
  • 2Kleijn W B,Ramachandran R P,Kroon P.Interpolation of the Pitchpredictor Parameters in Analysis-by-Synthesis Speech Coders[J].IEEE Transactions on Speech and Audio Processing, 1994;2(1) :42-54.
  • 3Patel J.Low Complexity VQ for Multi-tap Pitch Predictor Coding[J]. ICASSP 1997 Session SPCH2L,1997;9(2):763-766.
  • 4ZENG Zhihua,XIAO Zimei.Fast VQ of Multi-tap Pitch Predictor Coefficients [J].Proceedings of ICSP'98:580-583.
  • 5YANG J F,LIN R S,HU S.Time-varied Pitch Gain Predictor for Low Bit Rate Speech Coders [J].IEICE Trans INF&SYST,2002;E85-D(4): 751 -758.
  • 6ITU-T Recommendation G.723.1.Dual Rate Speech Coder for Multimedia Communications Transmitting at 5.3 & 6.3 kbit/s[S].

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