期刊文献+

改进的小波阈值去噪算法及其实现 被引量:5

Improved Algorithm and Implementation of Voice Denoising Using Wavelet Threshold
下载PDF
导出
摘要 提出了一种基于最大信息熵的小波阈值去噪改进算法,通过与传统的软、硬阈值小波去噪算法对比分析可知,改进算法可将小波系数矢量与语音信号之间的偏差降到最低,并通过仿真实验,验证了该改进算法可实现高质量的语音去噪效果. An improved denoising algorithm using wavelet threshold based on a maximum information entropy is proposed,and it can decrease the deviation between the wavelet coefficients vector and the voice signal to the minimum comparing with the traditional algorithms using soft and hard threshold functions.Through simulations,it demonstrates the improved algorithm can realize high quality effect for voice denoising.
作者 王春丽
出处 《兰州交通大学学报》 CAS 2011年第6期55-58,92,共5页 Journal of Lanzhou Jiaotong University
关键词 最大信息熵 改进算法 小波阈值 语音去噪 maximum information entropy improved algorithm wavelet threshold voice denoising
  • 相关文献

参考文献8

二级参考文献28

  • 1栾海妍,江桦.基于小波变换的跳频信号跳速盲估计算法研究[J].通信技术,2007(7):30-32. 被引量:8
  • 2周静,陈允平,周策,梁劲.小波系数软硬阈值折中方法在故障定位消噪中的应用[J].电力系统自动化,2005,29(1):65-68. 被引量:44
  • 3孟哲.基于小波变换的多尺度多阈值语音增强方法[J].武汉理工大学学报(交通科学与工程版),2001,25(2):209-212. 被引量:4
  • 4ParsonsTW.语音处理[M].北京:国防工业出版社,1990.278-284.
  • 5S. Boll, "Suppression of acoustic noise in speech using spectral subtraction," IEEE Transactions on Acoustics Speech and Signal Processing, ASSP-27 ( 2 ) pp 113-120.1979.
  • 6JS Lim, AV Oppenheim, " Enhancement and Bandwidth Compression of Noisy Speech," IEEE Proceedings ,vol. 67, pp. 1586-1604, Dec. 1979.
  • 7M. Dendrinos, S. Bakamidis and G. Carayanni,“Speech enhancement from noise: A regenerative approach,”Speech Communication, vol. 10, pp. 45-57, Feb. 1991.
  • 8Y. Ephraim and H. L. Van Trees,"A signal subspace approach for speech enhancement," IEEE Trans. Speech and Audio Processing, vol. 3, pp. 251-266,1995.
  • 9A. Rezayees and S. Gazor, "An adaptive KLT approach for Speech Enhancement," IEEE Trans. Speech and Audio Processing, vol. 9, pp. 87- 95,2001.
  • 10Yi Hu and Philipos C Loizou,"A subspace approach for enhancing speech corrupted by colored noise," Proc. ICASSP, vol. 1, pp. 573-576,2002.

共引文献28

同被引文献42

引证文献5

二级引证文献26

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