DocumentCode
2175693
Title
A novel multi-band spectral subtraction method based on phase modification and magnitude compensation
Author
Li, Chao ; Liu, Wen-Ju
Author_Institution
Nat. Lab. of Pattern Recognition, Chinese Acad. of Sci., Beijing, China
fYear
2011
fDate
22-27 May 2011
Firstpage
4760
Lastpage
4763
Abstract
The spectral subtraction method is historically one of the first algorithms proposed for noise reduction. However, most implementations and variations of the basic technique cannot suppress musical noise effectively, and keep residual noise and speech distortion under a low level simultaneously. In this paper, we analyze two foundational shortcomings of spectral-subtraction-like methods, and proposed a novel multi-band spectral subtraction based on phase modification and magnitude compensation. The new method outperforms the standard multi-band spectral subtraction method resulting in superior speech quality and greatly reduced musical noise.
Keywords
compensation; signal denoising; speech enhancement; magnitude compensation; multiband spectral subtraction method; musical noise suppression; noise reduction; phase modification; residual noise; speech distortion; speech enhancement; speech quality; Indexes; Noise measurement; Signal to noise ratio; Multi-band spectral subtraction; magnitude compensation; musical noise; phase modification;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5947419
Filename
5947419
Link To Document