Title :
Spectral subtraction based on phonetic dependency and masking effects
Author :
Kim, Wooil ; Kang, Sunmee ; Ko, Hanseok
Author_Institution :
Dept. of Electron. Eng., Korea Univ., Seoul, South Korea
fDate :
10/1/2000 12:00:00 AM
Abstract :
A speech state-dependent spectral subtraction method to regulate the blind spectral subtraction for improved enhancement is proposed. In this method a modified subtraction rule is applied over the speech selectively contingent to the speech state being voiced or unvoiced, in an effort to incorporate the acoustic characteristics of phonemes. The aim is to remedy the subtraction induced signal distortion attained by two state-dependent procedures: spectrum sharpening and minimum spectral bound. In order to remove the residual noise, the proposed method employs a procedure utilising the masking effect. The proposed spectral subtraction, including state-dependent subtraction and residual noise reduction using the masking threshold shows effectiveness in terms of the compensation of spectral distortion in the unvoiced region as well as residual noise reduction
Keywords :
hearing; noise; spectral analysis; speech enhancement; speech intelligibility; SNR; acoustic characteristics; blind spectral subtraction; human auditory system; masking effects; masking threshold; minimum spectral bound; modified subtraction rule; phonemes; phonetic dependency; residual noise reduction; spectral distortion compensation; spectrum sharpening; speech enhancement; speech perception mechanism; speech production; speech state-dependent spectral subtraction; subtraction induced signal distortion; unvoiced speech; voiced speech;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:20000408