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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5947419