SPEECH ENHANCEMENT IN CAR NOISE ENVIRONMENT BASED ON AN ANALYSIS-SYNTHESIS APPROACH USING HARMONIC NOISE MODEL

被引:9
|
作者
Chen, R. F. [1 ,2 ]
Chan, C. F. [1 ]
So, H. C. [1 ]
Lee, Jonathan S. C. [2 ]
Leung, C. Y. [2 ]
机构
[1] City Univ Hong Kong, Dept Elect Engn, Tat Chee Ave, Kowloon, Hong Kong, Peoples R China
[2] HK Sci Pk, 3F Photon Ctr, Avantwave Ltd, Sha Tin, Hong Kong, Peoples R China
关键词
harmonic noise model; car noise; speech enhancement; speech synthesis;
D O I
10.1109/ICASSP.2009.4960608
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper presents a speech enhancement method based on an analysis-synthesis framework using harmonic noise model (HNM) in car noise environment. The major advantages of this method are effective suppression of car noise even in very low signal-to-noise ratio environments and mitigation of "musical tones" which are generally introduced by conventional methods. In this paper, we devise a complete analysis-synthesis based speech enhancement system, and give details in HNM modeling, parameter estimation, and car noise adaptation. Subjective evaluation results show that the proposed method exhibits better noise suppression ability over conventional approaches without obvious degradation of speech quality.
引用
收藏
页码:4413 / +
页数:2
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