• DocumentCode
    527836
  • Title

    The application of perceptual weighting on millimeter wave conducted speech enhancement

  • Author

    Sheng Li ; Jianqi Wang ; Xijing Jing

  • Author_Institution
    Dept. of Biomed. Eng., Fourth Mil. Med. Univ., Xi´an, China
  • Volume
    6
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    3230
  • Lastpage
    3233
  • Abstract
    A new non-air conducted speech detecting method is developed in our laboratory by means of millimeter wave (MMW) radar. However, the resulting radar speech is of less intelligible and poor audibility since the present of the combined and colored additive noise. This paper, therefore, investigates the problem of the MMW radar speech enhancement by taking into account the frequency-domain masking properties of the human auditory system and reduces the perceptual effect of the residual noise. The results from both acoustic and listening evaluation suggest that the background noise can be reduced efficiently while the distortion of MMW radar speech remains acceptable, suggesting that the proposed algorithm achieved a better performances of noise reduction over traditional subtractive-type algorithms.
  • Keywords
    millimetre wave radar; radar signal processing; signal denoising; speech enhancement; speech intelligibility; MMW radar speech enhancement; background noise; distortion; frequency-domain masking property; human auditory system; millimeter wave conducted speech enhancement; millimeter wave radar; nonair conducted speech detecting method; perceptual effect; perceptual weighting; radar speech intelligibility; residual noise reduction; spectral subtraction; Algorithm design and analysis; Noise; Noise measurement; Radar; Speech; Speech enhancement; Millimeter wave; perceptual weighting; spectral subtraction algorithm; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5584573
  • Filename
    5584573