Title :
Speech enhancement with masking properties in eigen-domain for colored noise
Author :
You, Chang Huai ; Lee, Kong Aik ; Leung, Cheung Chi
Author_Institution :
Inst. for Infocomm Res. (I2R), A*STAR, Singapore, Singapore
Abstract :
In this paper, we study speech enhancement in eigen-domain. In our previous work on audible noise reduction, we use masking properties of the human auditory system to define the audible noise quantity in the eigen-domain. We then derived the speech enhancement algorithm using white noise model. Without loss of generality, in this paper, we introduce the noise reduction method for colored noise. Through many simulations, we show that colored noise modeling is superior over other existing eigen-decomposition methods in terms of objective and subjective evaluations.
Keywords :
eigenvalues and eigenfunctions; signal denoising; speech enhancement; white noise; audible noise quantity; colored noise; eigen-decomposition methods; human auditory system; masking property; noise reduction method; speech enhancement algorithm; white noise model; Acoustic noise; Colored noise; FETs; Noise measurement; Speech; Speech enhancement; Speech enhancement; eigen decomposition; human auditory system;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5947416