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基于信道软输出及信源参数相关性的联合语音解码

Joint Speech Decoding Based on Channel Soft-Value and Bayes Estimation
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摘要 提出一种基于接收端的联合语音解码算法,根据信道或信道解码提供的参数软输出值,以及语音编码参数的冗余量计算接收参数的后验概率;利用后验概率基于MAP或MS准则进行参数估计,最佳估计值进行语音解码.仿真中采用G.711和GSMEFR两种语音编码标准,结果表明联合解码算法显著提高了解码语音信噪比. A joint speech-decoding algorithm is proposed in this paper. Based on the soft-value of channel decoder and the redundancy of source parameter, a posterior probability is calculated and used to estimate speech parameter according to MAP/MS criteria. Next the optimal parameter from the estimation model is decoded. Simulation carried our in accordance with G.711 and GSM EFR speech coding standard shows that the joint decoding algorithm obviously improves the SNR of decoded speech.
作者 周琳 吴镇扬
出处 《应用科学学报》 CAS CSCD 北大核心 2005年第3期240-244,共5页 Journal of Applied Sciences
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参考文献11

  • 1GSM Recommend 06.11,Substitution and muting of lost frames for full rate speech traffic channels[S].
  • 2Favardin N, Vaishampayan V. Optimal quantizer design fornoisy channels: An approach to combined source-channel coding[J] . IEEE Transaction on Information Theory, 1987,33(6) : 827-838.
  • 3Sage Andre P, Melsa Jame L. Estimation Theory with Application to Communication and Control[M]. New York:McGraw-Hill, 1971.
  • 4Hagenauer J. Source-controlled channel decoding[J] . IEEE.Transaction on Communication. 1995,43(9) : 2449-2457.
  • 5Fingscheidt Tim, Vary Peter. Soft-bit speech decoding: A new approach to error concealment [J] . IEEE Transactions on Speech and Audio Processing, 2001, 9(3) :240-251.
  • 6ITU-T Recommendation G. 711, Pulse code modulation(PCM) of voice frequencies[S] .
  • 7GSM Recommendation 06. 11, enhanced full rate speech trans-coding [ S ] .
  • 8Cox R V, Kleijn W B, Kroon P. Robust CELP coders for noisy backgrounds and noisy channels[A]. In Proceedings of ICASSP-89[C] . Glascow, Scotland : 1989. 2:739-742.
  • 9Kroon P, Atal B S. Strategies for improving the performance of CELP coders at low bit rates [A]. In Proceedings of ICASSP-88[C] . New York, USA: 1988. 1 : 151-154.
  • 10Estimation of the mixture transition distribution model[CP/OL]. http://www.andreberehtold.com/soflwares.html,1999.

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