Title :
Low distortion speech enhancement
Author :
Soon, I.Y. ; Koh, S.N.
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
fDate :
6/1/2000 12:00:00 AM
Abstract :
An innovative approach to speech enhancement is illustrated which minimises distortion to the underlying speech during the noise-reduction process. The key to this approach lies in the identification of whether the additive noise for a particular frequency component is constructive or destructive. Once this can be identified both multiplicative and subtractive filters can be derived using the minimum mean-square error criterion. The optimal combination of the proposed multiplicative and subtractive filter is also shown
Keywords :
discrete Fourier transforms; discrete cosine transforms; filtering theory; music; noise; speech enhancement; DCT domain; DFT domain; KLT; constructive additive noise; destructive additive noise; frequency component; low distortion speech enhancement; minimum mean-square error criterion; multiplicative filter; musical tones; noise-reduction process; noisy speech; real transforms; subtractive filter; wavelet transform;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:20000323