Title :
Perceptual Gain Function for Eigenspectral Domain Speech Enhancement
Author :
Bhunjun, Vinesh ; Brookes, Mike
Author_Institution :
Dept. of Electr. Eng., Imperial Coll. London
Abstract :
The goals of speech enhancement are to improve its perceptual aspects most commonly by applying a gain function to the noisy signal coefficients in a transform domain. This gain function is normally chosen to provide a good trade-off between suppressing the noise and avoiding speech distortion. In this paper, we identify some desired gain characteristics for better sounding enhancement and propose a method for choosing the gain transfer function based on perceptual criteria. We implement our approach in the eigenspectral domain and compare our results with those from selected eigenspectral-based transfer functions.
Keywords :
distortion; eigenvalues and eigenfunctions; speech enhancement; transfer functions; transforms; eigenspectral domain; gain transfer function; noise suppression; noisy signal coefficients; perceptual gain function; speech distortion; speech enhancement; transform domain; Acoustic noise; Colored noise; Covariance matrix; Noise level; Noise shaping; Speech coding; Speech enhancement; Transfer functions; White noise; Working environment noise; Coloured noise; Distortion noise energy; Eigenspectral domain speech enhancement; Perceptual-based gain derivation; Residual noise energy;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2007.367213