DocumentCode :
2540954
Title :
A new perceptual post-filter for single channel speech enhancement
Author :
Alam, Md Jahangir ; O´Shaughnessy, Douglas ; Selouani, Sid-Ahmed
Author_Institution :
INRS-EMT, Univ. of Quebec, Montreal, QC
fYear :
2008
fDate :
20-22 Dec. 2008
Firstpage :
386
Lastpage :
390
Abstract :
A major drawback of many speech enhancement methods in speech applications is the generation of an annoying residual noise with musical character. A potential solution to this artifact is the incorporation of a psychoacoustic model in the suppression filter design. In this paper a frequency domain optimal linear estimator with perceptual post-filtering is proposed, which incorporates the masking properties of the human hearing system to make the residual noise distortion inaudible. 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 Wiener denoising technique.
Keywords :
Wiener filters; acoustic distortion; acoustic signal processing; frequency-domain analysis; hearing; signal denoising; speech enhancement; speech intelligibility; Wiener filtering; frequency domain optimal linear estimator; human hearing system; masking property; musical character generation; perceptual post-filter; psychoacoustic model; residual noise distortion; signal denoising; single channel speech enhancement; suppression filter design; Auditory system; Character generation; Filters; Frequency domain analysis; Frequency estimation; Humans; Noise generators; Psychoacoustic models; Speech enhancement; Working environment noise; MMSE; modified masking threshold; musical critical band; perceptual post-filter; speech enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Computer Engineering, 2008. ICECE 2008. International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4244-2014-8
Electronic_ISBN :
978-1-4244-2015-5
Type :
conf
DOI :
10.1109/ICECE.2008.4769237
Filename :
4769237
Link To Document :
بازگشت