DocumentCode
454543
Title
A New Forward Masking Model and its Application to Speech Enhancement
Author
Gunawan, Teddy Surya ; Ambikairajah, Eliathamby
Author_Institution
Sch. of Electr. Eng. & Telecommun., New South Wales Univ., NSW
Volume
1
fYear
2006
fDate
14-19 May 2006
Abstract
This paper presents a new forward masking model, which is applied to speech enhancement. The model develops a novel expression for forward masking, where the parameters are related to the masker level, the delay and the frequency obtained by curve-fitting the psychoacoustic data. This model is then incorporated, in a novel way, into a speech enhancement scheme. Objective measures using PESQ demonstrates that our enhancement scheme, provides significant improvements over four existing speech enhancement methods, when tested with speech signals corrupted by various noises at very low signal to noise ratios. Hence, the new forward masking model provides a greater and more accurate masking threshold calculation that leads to better PESQ scores
Keywords
curve fitting; speech enhancement; speech intelligibility; curve-fitting; forward masking model; masking threshold calculation; psychoacoustic data; signal to noise ratios; speech enhancement; Curve fitting; Delay; Frequency; Masking threshold; Noise measurement; Psychoacoustic models; Psychology; Signal to noise ratio; Speech enhancement; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location
Toulouse
ISSN
1520-6149
Print_ISBN
1-4244-0469-X
Type
conf
DOI
10.1109/ICASSP.2006.1659979
Filename
1659979
Link To Document