DocumentCode
3410984
Title
Noise reduction using simultaneous masking property and SNR variation for various noise corruptions
Author
Lu, Ching-Ta ; Tseng, Kun-Fu
Author_Institution
Dept. of Inf. Commun., Asia Univ., Wufeng
fYear
2008
fDate
March 31 2008-April 4 2008
Firstpage
1601
Lastpage
1604
Abstract
A speech enhancement algorithm adapted by both intra- frame masking properties of the human auditory system and inter-frame SNR variation is proposed to enhance a speech signal corrupted by colored noise. Herein, we employ a gain factor adapted by the SNR variation to reduce the spectral variation over successive frames, so the effect of musical residual noise can be mitigated. In addition, the masking property of the human ears is also employed to adapt the gain factor, enabling the imperceptive residual noise with energy below the noise masking threshold to be retained. The speech distortion is therefore reduced by preserving more noisy speech signals. Experimental results show that the proposed scheme can efficiently reduce the effect of musical residual noise by rendering residual noise perceptually white.
Keywords
hearing; music; signal denoising; speech enhancement; speech intelligibility; colored noise; human auditory system; musical residual noise mitigation; noise reduction; simultaneous masking property; speech distortion; speech enhancement algorithm; Auditory system; Colored noise; Distortion; Ear; Humans; Masking threshold; Noise reduction; Signal to noise ratio; Speech coding; Speech enhancement; SNR variation; auditory masking; colored noise; perceptual; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location
Las Vegas, NV
ISSN
1520-6149
Print_ISBN
978-1-4244-1483-3
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2008.4517931
Filename
4517931
Link To Document