• DocumentCode
    116824
  • Title

    Channel-prediction based noise reduction algorithm for dual microphone smartphones

  • Author

    Lee, Keunsang. ; Cho, Jeon-Wook ; Young Cheol Park

  • Author_Institution
    Multimedia Signal Process. Labs., Yonsei Univ., Wonju, South Korea
  • fYear
    2014
  • fDate
    10-13 Jan. 2014
  • Firstpage
    345
  • Lastpage
    346
  • Abstract
    In this paper, we propose a dual-microphone noise reduction algorithm for smartphone. The algorithm estimates the coherent noise power spectral density (PSD) using an adaptive filter whose weights are updated based on the power level ratio (PLR) between the microphone signals. The PSDs of residual coherent noise and the uncorrelated diffuse noise are independently estimated and combined using the PLR. Simulation results confirm improved noise reduction performance and lower speech distortion than the conventional algorithm.
  • Keywords
    microphones; signal denoising; smart phones; speech enhancement; adaptive filter; channel prediction based noise reduction algorithm; coherent noise power spectral density; dual microphone smartphones; microphone signals; power level ratio; residual coherent noise; uncorrelated diffuse noise; Microphones; Noise; Noise reduction; Prediction algorithms; Signal processing algorithms; Smart phones; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ICCE), 2014 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    2158-3994
  • Print_ISBN
    978-1-4799-1290-2
  • Type

    conf

  • DOI
    10.1109/ICCE.2014.6776034
  • Filename
    6776034