期刊文献+

基于听觉小波包自适应语音增强方法 被引量:2

An Adaptive Speech Enhancement Method Based on Hearing Wavelet Packet Transformation
下载PDF
导出
摘要 建立了听觉模型的小波包,考察了传统小波分析的软硬阈值与Donoho提出的小波阈值之间的关系,提出了一种新的自适应动态阈值的计算方法.结果证明,该算法不仅较好地解决了音乐噪声的问题,而且其语音增强效果具有更高的清晰度和可懂度. An auditory model based on wavelet packet is established. The relationship between the sott and hard thresholds of the traditional wavelet analysis is discussed. A new adaptive dynamic threshold calculation method is proposed according to the relationship among wavelet thresholds that Donoho introduced. Experimental results show that the algorithm deal with the problems of music noise better and the speech enhancement effect is also better than the traditional algorithms regarding to the clarity and the intelligibility.
作者 陈春辉 冯刚
出处 《华南师范大学学报(自然科学版)》 CAS 北大核心 2013年第2期55-59,共5页 Journal of South China Normal University(Natural Science Edition)
基金 国家自然科学基金项目(61102065)
关键词 听觉掩蔽 小波包 阈值 语音增强 auditory masking wavelet packet threshold speech enhancement
  • 相关文献

参考文献8

二级参考文献28

  • 1陆振波,章新华.Bark子波变换的改进及其在水声目标分类中的应用[J].计算机仿真,2005,22(2):26-28. 被引量:2
  • 2陶智,赵鹤鸣,龚呈卉.基于听觉掩蔽效应和Bark子波变换的语音增强[J].声学学报,2005,30(4):367-372. 被引量:39
  • 3王娜,郑德忠.结点阈值小波包变换语音增强新算法[J].仪器仪表学报,2007,28(5):952-955. 被引量:14
  • 4DONOHO D L. De-noising by soft thresholding [J]. IEEE Trans on Inform Theory, 1995, 41 (3) :613-627.
  • 5ISTVAN P. Perceptual wavelet-representation of speech signals and its application to speech enhancement [ J ]. Computer Speech and Language, 1996, 10( 1 ) :122.
  • 6GREENWOOD D D. Critical bandwidth and the frequency coordinates of the basilar membrane [ J]. Journal of the Acoustical Society of America, 1961, 33(10) :1344- 1356.
  • 7KOH M S. Speech enhancement using a truncated and constrained minimum variance estimator in non-uniform wavelet fiherbanks [ C ]// Proc of the 34th Conference on Signals, Systems and Computers. 2001 : 101- 104.
  • 8谭东昱.基于小波变换的语音增强方法研究及实时实现[D].长沙:湖南大学,2007.
  • 9BOLL S. Suppression of acoustic noise in speech using spectral subtraction [J]. Acoustics, Speech, and Signal Processing, 1979, 27(2) :113- 120.
  • 10ITU T Rec. P 862 ,Perceptual evaluation of speech quality (PESQ) : an objective method for end-to-end speech quality assessment of narrowband telephone networks and speech codecs [ S]. 2001.

共引文献46

同被引文献24

引证文献2

二级引证文献6

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