• DocumentCode
    2664899
  • Title

    Speech enhancement using modified minimun mean square error short-time spectral amplitude estimator [minimun read minimum]

  • Author

    Bin, Cai ; Ying, Guo ; Hongwei, Li ; Cheng, Gong

  • Author_Institution
    AFEU, Telecommun. Eng. Inst., Xi´´an, China
  • fYear
    2003
  • fDate
    26-29 Oct. 2003
  • Firstpage
    293
  • Lastpage
    298
  • Abstract
    To improve the effect of speech enhancement in low signal-to-noise ratio (SNR), we propose a new speech enhancement scheme using modified minimum mean-square error short-time spectral amplitude (M/sup 3/SE-STSA) estimator. We propose two methods for estimating the probability of speech absence that is used to control the soft-decision gain in each bin and in each frame. Evaluation shows that the proposed estimators can suppress the residual noise effectively and avoid" musical noise" phenomena in low SNR.
  • Keywords
    amplitude estimation; least mean squares methods; speech enhancement; SNR; low signal-to-noise ratio; minimum mean-square error; musical noise; residual noise; short-time spectral amplitude estimator; speech enhancement; Amplitude estimation; Degradation; Frequency estimation; Mean square error methods; Noise level; Noise reduction; Probability; Signal processing algorithms; Signal to noise ratio; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Language Processing and Knowledge Engineering, 2003. Proceedings. 2003 International Conference on
  • Conference_Location
    Beijing, China
  • Print_ISBN
    0-7803-7902-0
  • Type

    conf

  • DOI
    10.1109/NLPKE.2003.1275916
  • Filename
    1275916