期刊文献+

一种基于Gammatone滤波的语音质量评价算法 被引量:1

An algorithm for objective speech quality assessment based on Gammatone filter
下载PDF
导出
摘要 提出了一种利用Gammatone滤波器组对基底膜进行仿真的方法,代替了Mel谱中的三角滤波器,提高了与主观评测的相似度,降低了对于共振峰的频移敏感度,增强了客观测度在噪声环境中提取共振峰参数的能力。实验表明,所提算法能有效提高与MOS值的相似度。 A new approach to simulate the human basilar membrane based on Gammatone filter is put forward,so the triangle filter bank is replaced to improve the similarity of subjective evaluation and decrease the frequency shift sensitivity of the resonant peak.The capabilities of objective measurement to extract the resonant peak parameters from the noisy environments are enhanced.The experimental results show that the algorithm can effectively improve the similarity with the MOS.
作者 梁超
出处 《长春工业大学学报》 CAS 2010年第4期432-436,共5页 Journal of Changchun University of Technology
关键词 语音质量评价 美尔倒谱 Gammatone滤波 speech quality assessment Mel-cepstrum Gammatone filter.
  • 相关文献

参考文献10

  • 1陈国,胡修林,张蕴玉,朱耀庭.语音质量客观评价方法研究进展[J].电子学报,2001,29(4):548-552. 被引量:51
  • 2ITU-T Recommendation P. 800. 1 Mean Opinion Score (MOS) terminology [S]. Geneva: International Telecommunication Cnion,2002. 被引量:1
  • 3Daviss B, Mermelstein P. Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences[J]. IEEE Trans. on Speech and Andio Signal Processing, 1980,28(4): 357-366. 被引量:1
  • 4Kubichek R. Mel-cepstral distance measure for objective speech quailty assessment[C]// Proc. IEEE Pacific Rim Conference on Communi-cations, Computers, and Signal Processing. Piscataway: IEEE Press, 1993 : 125-128. 被引量:1
  • 5ITU-T P. 862, Perceptual evaluation of speech quality( PESQ):an objective method for end-to- end speech quality assessment of narrow band telephone networks and speech codec[S]. Switzerland: International Telecommunication Vnion, 2001. 被引量:1
  • 6史东承,刘玮,梁超.语音通信质量评价方法的研究[J].长春工业大学学报,2009,30(2):206-209. 被引量:1
  • 7Johannesma P I M. The pre-response stimulus ensemble of neurons in the cochlear nucleus[C]// Proc of the Symposium on Hearing Theory. Eindhoven:Netherlands, 1972: 58-69. 被引量:1
  • 8赵力编著..语音信号处理[M].北京:机械工业出版社,2003:316.
  • 9Glasberg B R, Moore B C J. Derivation of auditory filter shapes from notched noise data[J]. Hearing Research, 1990,47(1) : 103-108. 被引量:1
  • 10史东承,韩玲艳,于明会.基于HMM/SVM的音频自动分类[J].长春工业大学学报,2008,29(2):178-182. 被引量:9

二级参考文献31

  • 1白亮,老松杨,陈剑赟,吴玲达.音频自动分类中的特征分析和抽取[J].小型微型计算机系统,2005,26(11):2029-2034. 被引量:13
  • 2姚中华,黄建国,张义.VoIP中语音质量客观评价方法及发展[J].信息安全与通信保密,2005,27(10):69-71. 被引量:2
  • 3陈华伟,靳蕃.基于感知模型的美尔谱失真测度[J].西南交通大学学报,2006,41(6):723-728. 被引量:4
  • 4丁瑾,钟涛,胡健栋.话音质量的一种新的评价方法[J].电子学报,1997,25(4):6-9. 被引量:5
  • 5Barrett P. A. , Rix A. W. Applications of speech quality measurement for 3G[C]. In: Third International Conference on Mobile Communication Technologies. London: IEEE Press,2002:250-255. 被引量:1
  • 6Kimi D. S. An IQUE: an auditory model for singleended speech quality estimation[J]. IEEE Trans. on Speech and Audio Processing, 2005,13 ( 5 ) : 821- 831. 被引量:1
  • 7ITU-T Recommedation. P. 800. 1 Mean Opinion Score (MOS) terminology[S]. [S. l.]: [s. n. ], 2007. 被引量:1
  • 8Hoene C, Karl H, Wolisz A. A perceptual quality model for adaptive voip applications[C]. In: International Symposium on Performance Evaluation of Computer and Telecommunication Systems. San Jose, USA: [s.n.],2004. 被引量:1
  • 9ITU-T Recommedation. P. 862 Perceptual evaluation of speech quality (PESQ) : An objective method for endto-end speech quality assessment of narrowband telephone networks and speech codecs[S]. [S. l. ]:[s. n. ],2001. 被引量:1
  • 10Hermansky H. , Morgan N. RASTA processing of speech[J]. IEEE Trans. on Speech and Audio Processing, 1994,2(4) : 578-589. 被引量:1

共引文献57

同被引文献14

引证文献1

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