DocumentCode :
2963796
Title :
An improved perceptual speech enhancement technique employing a psychoacoustically motivated weighting factor
Author :
Alam, Md Jahangir ; Selouani, Sid-Ahmed ; O´Shaughnessy, Douglas
Author_Institution :
INRS-EMT, Univ. of Quebec, Montreal, QC, Canada
fYear :
2009
fDate :
Nov. 13 2009-Dec. 17 2009
Firstpage :
266
Lastpage :
270
Abstract :
Suppression of speech components after perceptual speech enhancement (SE) lowers the noise masking threshold (NMT) level of the enhanced signal. This may re-introduce noise components that are initially masked but not processed by the denoising filter, thereby, favoring the emergence of musical noise. This paper presents a modified perceptual speech enhancement algorithm based on a perceptually motivated weighting factor to effectively suppress the background noise without introducing much distortion in the enhanced signal using the perceptual speech enhancement methods. The performance of the proposed enhancement algorithm is evaluated by the Segmental SNR and Perceptual Evaluation of Speech Quality (PESQ) measures under various noisy environments and yields better results compared to the perceptual speech enhancement methods.
Keywords :
filtering theory; signal denoising; speech enhancement; denoising filter; musical noise; noise masking threshold; perceptual evaluation of speech quality; perceptual speech enhancement technique; psychoacoustically motivated weighting factor; segmental SNR; speech component suppression; Background noise; Distortion; Filters; Masking threshold; Noise level; Noise reduction; Psychology; Signal to noise ratio; Speech coding; Speech enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automatic Speech Recognition & Understanding, 2009. ASRU 2009. IEEE Workshop on
Conference_Location :
Merano
Print_ISBN :
978-1-4244-5478-5
Electronic_ISBN :
978-1-4244-5479-2
Type :
conf
DOI :
10.1109/ASRU.2009.5372883
Filename :
5372883
Link To Document :
بازگشت