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Speech enhancement for non-stationary noise environment by adaptive wavelet packet | IEEE Conference Publication | IEEE Xplore

Speech enhancement for non-stationary noise environment by adaptive wavelet packet


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-...Show More

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.
Date of Conference: 13-17 May 2002
Date Added to IEEE Xplore: 07 April 2011
Print ISBN:0-7803-7402-9
Print ISSN: 1520-6149
Conference Location: Orlando, FL, USA

References

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