期刊文献+

自适应降噪系统的语音分离研究 被引量:2

Investigation of speech separation of cross talk resistant adaptive noise canceller
原文传递
导出
摘要 对抑制干扰语音的自适应降噪系统(CTRANC)进行了语音分离算法的研究。利用CTRANC抑制干扰信号的特性及语音信号的短时稳定性,借助最优控制相关理论,得到了新的语音分离方法及其自适应滤波迭代步长的计算公式。实验结果表明在双话者的情况下,这种语音分离算法能够保证自适应语音分离系统具有良好的稳定性,较好的实时跟踪能力和收敛性能,且分离出来的语音具有令人满意的清晰度。 CTRANC (cross talk resistant adaptive noise canceller) has been studied. Based on the CTRANC characteristic of suppressing the interfering signal and stability in short-term of speech signal, an adaptive speech separation algorithm based on the CTRANC system comes out. Evaluation results of objective quality measurement and informal listening test show that the new algorithm make the CTRANC speech separation system have better stability and convergence performance.
作者 丁慧 徐柏龄
出处 《声学学报》 EI CSCD 北大核心 2004年第1期37-42,共6页 Acta Acustica
基金 国家自然科学基金资助项目(60272037)
关键词 自适应降噪系统 语音分离算法 语音干扰 分辨能力 双传声器接收 空间传递函数 Adaptive systems Algorithms Crosstalk Signal interference Speech
  • 相关文献

参考文献12

  • 1Cao Y, Sridha Sridaharan et al. Co-talker separation using the "cocktail party effect". J Audio Eng Soc, 1996;44(12): 1084-1096.
  • 2Gerven S Vet al. Signal separation by symmetric adaptive decorrelation: stability, convergence, and uniqueness.IEEE Trans Signal Processing, 1995; 48(7): 1602-1611.
  • 3Yen K C, Zhao Yet al. Adaptive co-channel speech separation and recognition. IEEE Trans. Speech and Audio Processing, 1999; 7(2): 138-151.
  • 4Huang J, Yen K C. Subband-based adaptive decorrelation filtering for co-channel speech separation. IEEE Trans Speech and Audio Processing, 2000; 8(4): 402-406.
  • 5Richard L. Zinser. Some experimental and theoretical results using a new adaptive filter structure for noise cancellation in the presence of crosstalk. In: Proc Int Conf Acoust Speech Signal Processing, 1985; 2:208-211.
  • 6Mirchandani G, Zinser R L. A new adaptive noise cancellation scheme in the presence of crosstalk. IEEE Trans on Circuits and System-H: Analog and Digital Signal Processing, 1992; 39(10): 681-694.
  • 7Kuo S M, Peng W M. Principle and applications of asymmetric crosstalk-resistant adaptive noise canceller. Journal of the Franklin Institute, 2000; 337:57-71.
  • 8Chen R Y. On the optimum step size for adaptive sign and lms algorithms. IEEE Trans. Circuits and Systems, 1990;CAS-37(6): 836-840.
  • 9余凯,徐柏龄,戴明扬,余崇智.基于差分相位相关收敛准则的迭代语音信号分离[J].声学学报,2001,26(4):335-342. 被引量:1
  • 10卢晶,沈春华,余凯,徐柏龄.基于听觉特性的迭代维纳滤波在语音分离中的应用[J].应用声学,2001,20(5):1-5. 被引量:2

二级参考文献27

  • 1[1]Zelinski R. ICASSP, 1998: 2578-2581.
  • 2[2]Boll S F. IEEE Trans on ASSP, 1979, 2: 113-120.
  • 3[3]Berkley D A, Mitchell O M. Bell labs. Rec., Vol.52,1974: 318-324.
  • 4[4]Lim F S, Oppenheim A V, IEEE Trans on ASSP,1978, 3: 197-210.
  • 5[5]Linde Y, Buzo A, Gray R M. IEEE Trans on Communication 1980, 1: 84-95.
  • 6[6]Itakura F. IEEE Trans on ASSP, 1975, 2: 67-72.
  • 7Can Y,J Audio Eng Soc,1996年,44卷,12期,1084页
  • 8Hansen J H L,IEEE Trans Signal Pracessing,1991年,39卷,4期,795页
  • 9Hansen J H L,ICASSP 87,1987年,189页
  • 10Liang H,ICASSP 87,1987年,185页

共引文献9

同被引文献13

  • 1丁电宽,黎亚元,陈次昌,李军民,夏添.基于MOSFET管的电压型逆变器电流质量的改进研究[J].电工技术杂志,2004,26(3):56-59. 被引量:14
  • 2Huang J, Yen K C. Subband-based Adaptive Decorrelation Filtering for Co-channel Speech Separation[J]. IEEE Trans. Speech and Audio Processing, 2000,4(8): 402-406.
  • 3Chen R Y. On the Optimum Step size for Adaptive Sign and LMS Algorithms[J].IEEE Trans.Circuits and Systems,1990,37(6):836—810.
  • 4Hyvarinen A, Karhunen J et al. Independent Component Analysis. John Wiley and Sons, 2001:147-164.
  • 5Gay S L, Benesty J. Acoustic Signal Processing for Telecomunication. Kluwer Academic Publishers, 2000:321-329.
  • 6Yen K C, Zhao Y et al. Adaptive co-channel speech separation and recognition. IEEE Trans. Speech and Audio Processing, 1999; 7(2): 138-151.
  • 7Gerven S V et al. Signal separation by symmetric adaptive decorrelation: stability, convergence, and uniqueness.IEEE trans. Speech and Audio Processing, 1995; 43(7):1602-1611.
  • 8Huang J, Yen K C. Subband-based adaptive decorrelation filtering for co-channel speech separation. IEEE trans.Speech and Audio Processing, 2000; 8(4): 402-406.
  • 9Yen K C, Zhao Y. Lattice-ladder structured adaptive decorrelation filtering for co-channel speech separation.ICASSP, 2000; 1:388-391.
  • 10Gansler T, Hansson M et al. A double-talk detector based on coherence. IEEE Trans. Speech Commun., 1996;44(11): 1421-1427.

引证文献2

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部