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Speech enhancement by adaptive noise cancellation in the wavelet domain

Akhaee, M. A ; Sharif University of Technology | 2005

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  1. Type of Document: Article
  2. Publisher: 2005
  3. Abstract:
  4. Adaptive filtering has been used for speech denoising in the time domain. During the last decade, wavelet transform has been developed for speech enhancement. In this paper we are proposing to use adaptive filtering in the Wavelet transform domain. We propose a hybrid method of using adaptive filters on the lower scales of a wavelet transformed speech together with the conventional methods (Thresholding, Spectral Subtraction, and Wiener filtering) on the higher scale coefficients. Experimental results demonstrate that the suggested approach is computationally efficient and has a good performance. © 2005 IEEE
  5. Keywords:
  6. Acoustic variables control ; Adaptive filtering ; Algorithms ; Time domain analysis ; Wavelet transforms ; LMS algorithms ; Speech denoising ; Wavelet transform domain ; Speech enhancement
  7. Source: 2005 Fifth International Conference on Information, Communications and Signal Processing, Bangkok, 6 December 2005 through 9 December 2005 ; Volume 2005 , 2005 , Pages 719-723 ; 0780392833 (ISBN); 9780780392830 (ISBN)
  8. URL: https://ieeexplore.ieee.org/document/1689142