期刊文献+

基于改进阈值函数小波语音增强方法的研究 被引量:2

Research of Speech Enhancement Method Based on an Improved Wavelet Thresholding
在线阅读 下载PDF
导出
摘要 提出了一种基于小波阈值去噪的语音增强算法。根据含噪语音中噪声、清音和浊音的不同特点,首先对它们进行检测区分,然后采用改进的Garrote阈值函数分别对噪声、清音和浊音运用不同的阈值方案进行处理。该方法在很大程度上抑制了噪声,又减少了语音段清音的损失,提高了信噪比,在MATLAB7.1中的仿真实验结果表明,该方法具有较好的增强效果。 This paper proposed a speech enhancement algorithm based on wavelet threshold denoising. According to difference of charac- teristics of Noisy Speech with noise, the unvoiced and voiced, firstly they were measured and distinguished, then the unvoiced, voiced and noise are processed by the improvement of the threshold Garrote function. To a large extent, this method suppressed noise, but also re- duced the loss of the unvoiced of the speech segment, especially in the high signal to noise ratio, improved signal to noise ratio. In Mat- lab7.1 the simulation results showed that the method has a good performance.
作者 刘佳林 孙旋
出处 《软件导刊》 2010年第2期43-45,共3页 Software Guide
关键词 小波阈值 改进的Garrote阈值函数 语音增强 Wavelet Threshold Improved Threshold Garrote Function Speech Enhancement
  • 相关文献

参考文献3

二级参考文献13

  • 1崔华,宋国乡.基于小波阈值去噪方法的一种改进方案[J].现代电子技术,2005,28(1):8-10. 被引量:79
  • 2李庆武,陈小刚.小波阈值去噪的一种改进方法[J].光学技术,2006,32(6):831-833. 被引量:31
  • 3MALLATS 杨力华 戴道清 黄文良译.信号处理的小波导引[M].北京:机械工业出版社,2002.124-132.
  • 4DONOHO D L. De-noising by soft thresholding[J]. IEEE Trans. on Information Theroy, 1995,41 (3) :613-627.
  • 5JAFARI M G. Fetal electrocardiogram extraction by sequential source separation in the wavelet domain[J]. IEEE Trans. on Biomedical Engineering, 2005,52 (3) : 390-400.
  • 6MALLAT S, HWANG W L. Singularity detection and processing with wavelets[J]. IEEE Trans Inform Theory, 1992,38(2):617-643.
  • 7XU Y S, WEAVER J B, HEALY D M,et al. Wavelet transform domain filters: a spatially selective noise filtration technique[J]. IEEE Trans Image Processing, 1994, 3(6) :747-758.
  • 8DONOHO D L. De-noising by soft-thresholding[J]. IEEE Trans Inform Theory, 1995,41 (2) : 613-618.
  • 9BRUCE A G, GAO H Y. Waveshrink with firm shrinkage[J]. Statistica Sinica, 1997,7(4) :855-874.
  • 10李冲泥,胡光锐.一种改进的子波域语音增强方法[J].通信学报,1999,20(4):88-91. 被引量:28

共引文献23

同被引文献11

引证文献2

二级引证文献8

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