Title :
Speech enhancement for non-stationary noise environment by adaptive wavelet packet
Author :
Chang, Sungook ; Kwon, Y. ; Yang, Sung-il ; Kim, I-jae
Author_Institution :
Dept. of Electrical and Computer Engineering, Hanyang University, Korea
Abstract :
We consider the non-stationary or colored noise estimation by wavelet thresholding method. First, we propose node dependent thresholding for adaptation in colored or non-stationary noise. Next, we suggest a noise estimation method based on spectral entropy using histogram of intensity instead of estimation method based on median absolute deviation (MAD). And we use a modified hard thresholding to alleviate time-frequency discontinuities. The proposed methods are evaluated on various noise conditions - white Gaussian noise, car interior noise, F-16 cockpit noise, pink noise, and speech babble noise. We compare our proposed methods with the conventional one with level dependent thresholding based on MAD.
Keywords :
Databases; Entropy; Histograms; Noise measurement; Signal to noise ratio; Speech; Speech processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location :
Orlando, FL, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.2002.5743779