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
Link To Document :
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