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
Link To Document :
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