DocumentCode
3530531
Title
Psychoacoustically constrained and distortion minimized speech enhancement algorithm
Author
Jo, Seokhwan ; Yoo, Chang D.
Author_Institution
Div. of EE, Sch. of EECS, Daejeon
fYear
2009
fDate
19-24 April 2009
Firstpage
4669
Lastpage
4672
Abstract
A psychoacoustically constrained and distortion minimized speech enhancement algorithm is considered. In general, noise reduction leads to speech distortion, and thus, the goal of an enhancement algorithm should reduce noise and speech distortion so that both are inaudible. In this paper, a constrained optimization problem is formulated so that speech distortion is minimized while distortion that includes residual noise and speech distortion is kept below the masking threshold of the clean speech. Experimental results show that the algorithm considered in this paper outperforms some of the more popular algorithms in terms of improvement in segmental signal-to-noise ratio (SegSNR) and spectral distance (SD).
Keywords
distortion; optimisation; speech enhancement; constrained optimization problem; distortion minimized speech enhancement algorithm; masking threshold; noise reduction; psychoacoustically constrained speech enhancement algorithm; Additive noise; Constraint optimization; Degradation; Frequency domain analysis; Frequency estimation; Masking threshold; Noise reduction; Psychology; Speech coding; Speech enhancement; constrained optimization; masking threshold; residual noise; speech distortion; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location
Taipei
ISSN
1520-6149
Print_ISBN
978-1-4244-2353-8
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2009.4960672
Filename
4960672
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