• DocumentCode
    2688623
  • Title

    Coherence-assisted Wiener filter binaural speech enhancement

  • Author

    Laska, Brady N M ; Bolic, Miodrag ; Goubran, Rafik A.

  • Author_Institution
    Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
  • fYear
    2010
  • fDate
    3-6 May 2010
  • Firstpage
    876
  • Lastpage
    881
  • Abstract
    In this work a multi-channel speech enhancement system is proposed for diffuse noise reduction in future binaural hearing aids. The system assumes a near-frontal target and exploits knowledge of the spatial coherence between the measurement signals to compute the noise reduction Wiener filter gains without the need for external voice-activity detection or noise estimation. The left and right channel gains are combined to produce a system with a binaural output that preserves interaural time and level differences. Experiments with speech and noise signals measured using hearing aids in real reverberant environments demonstrate the noise reduction and intelligibility preservation performance of the proposed system.
  • Keywords
    Wiener filters; hearing aids; speech enhancement; coherence assisted Wiener filter; multichannel speech enhancement system; near frontal target; noise reduction; spatial coherence; voice-activity detection; Acoustic noise; Auditory system; Hearing aids; Noise measurement; Noise reduction; Signal processing; Signal to noise ratio; Speech enhancement; Wiener filter; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE
  • Conference_Location
    Austin, TX
  • ISSN
    1091-5281
  • Print_ISBN
    978-1-4244-2832-8
  • Electronic_ISBN
    1091-5281
  • Type

    conf

  • DOI
    10.1109/IMTC.2010.5488166
  • Filename
    5488166