• DocumentCode
    148821
  • Title

    A lowdistortion noise canceller with a novel stepsize control and conditional cancellation

  • Author

    Sugiyama, Akihiko ; Miyaharay, Ryoji

  • Author_Institution
    Inf. & Media Process. Labs., NEC Corp., Kawasaki, Japan
  • fYear
    2014
  • fDate
    1-5 Sept. 2014
  • Firstpage
    1262
  • Lastpage
    1266
  • Abstract
    This paper proposes a low-distortion noise canceller with a novel stepsize control and conditional cancellation. The coefficient adaptation stepsize is controlled by an estimated signal-to-noise ratio (SNR) at the primary input and a relative coefficient magnitude normalized by the reference power. The SNR is estimated based on the noise replica and the output, and converted to a stepsize by an exponential function. This stepsize provides robustness to interference by the desired speech. Conditional cancellation guarantees that the noisy signal power is reduced by noise-replica subtraction. Comparison of the proposed noise canceller with five popular state-of-the-art commercial smartphones demonstrates good enhanced-signal quality with as much as 0.6 PESQ improvement.
  • Keywords
    adaptive filters; interference suppression; smart phones; speech enhancement; PESQ improvement; SNR; coefficient adaptation stepsize; coefficient magnitude; conditional cancellation; exponential function; low-distortion noise canceller; noise-replica subtraction; noisy signal power; reference power; signal quality; signal-to-noise ratio; smartphones; stepsize control; Microphones; Noise cancellation; Signal to noise ratio; Smart phones; Speech; Speech enhancement; Dual microphone; Low distortion; Noise canceller; Stepsize control; Two microphone;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
  • Conference_Location
    Lisbon
  • Type

    conf

  • Filename
    6952432