Title :
Speech enhancement in car noise envoronment based on an analysis-synthesis approach using harmonic noise model
Author :
Chen, R.F. ; Chan, C.F. ; So, H.C. ; Lee, Jonathan S C ; Leung, C.Y.
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon
Abstract :
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 ldquomusical tonesrdquo 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.
Keywords :
harmonics suppression; parameter estimation; signal denoising; speech enhancement; speech synthesis; HNM modeling; analysis-synthesis framework; harmonic noise model; noise suppression; parameter estimation; speech enhancement method; Frequency; Harmonic analysis; Low-frequency noise; Signal synthesis; Signal to noise ratio; Speech analysis; Speech coding; Speech enhancement; Speech synthesis; Working environment noise; car noise; harmonic noise model; speech enhancement; speech synthesis;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4960608