DocumentCode
2791997
Title
An auditory-domain based speech enhancement algorithm
Author
Krishnamoorthi, Harish ; Spanias, Andreas ; Berisha, Visar ; Kwon, Homin ; Thornburg, Harvey
Author_Institution
Sch. of Electr., Comput. & Energy Eng., Arizona State Univ., Tempe, AZ, USA
fYear
2010
fDate
14-19 March 2010
Firstpage
4786
Lastpage
4789
Abstract
Typically, speech enhancement algorithms minimize a suitable error criterion in the spectral or time domain. Although the error criterions have included perceptual properties such as masking thresholds, non-uniform frequency resolution and sensitivity of the auditory system, these are only done heuristically and the error criterion does not explicitly include an auditory model in their formulation. In this paper, we propose an auditory-domain based speech enhancement algorithm that minimizes the distortion between the auditory representation of the estimated and desired signal. Simulation results indicate that the proposed algorithm performs effectively under different noise conditions and also results in a lower average loudness error.
Keywords
acoustic noise; acoustic signal processing; error analysis; loudness; speech enhancement; speech intelligibility; auditory model; auditory system sensitivity; auditory-domain; error criterion; loudness error; masking thresholds; noise; nonuniform frequency resolution; spectral domain; speech enhancement algorithms; time domain; Auditory system; Computational complexity; Computer errors; Frequency; Humans; Masking threshold; Power engineering and energy; Psychoacoustic models; Speech analysis; Speech enhancement; auditory representation; loudness; psychoacoustics; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location
Dallas, TX
ISSN
1520-6149
Print_ISBN
978-1-4244-4295-9
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2010.5495147
Filename
5495147
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