Subspace Speech Enhancement Using Subband Whitening Filter

서브밴드 백색화 필터를 이용한 부공간 잡음 제거

  • 김종욱 (한국과학기술원 전기및전자공학과) ;
  • 유창동 (한국과학기술원 전기및전자공학과)
  • Published : 2003.04.01

Abstract

A novel subspace speech enhancement using subband whitening filter is proposed. Previous subspace speech enhancement method either assumes additive white noise or uses whitening filter as a pre-processing for colored noise. The proposed method tries to minimize the signal distortion while reducing residual noise by processing the signal using subband whitening filter. By incorporating the notion of subband whitening filter, spectral resolution in Karhunen-Loeve(KL) domain is improved with the negligible additional computational load. The proposed method outperforms both the subspace method suggested by Ephraim and the spectral subtraction suggested by Boll in terms of segmental signal-to-noise ratio (SNRseg) and perceptual evaluation of speech quality (PESQ).

References

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