• DocumentCode
    1697380
  • Title

    Coherence preservation in multi-channel Wiener filtering based noise reduction for binaural hearing aids

  • Author

    Marquardt, Daniel ; Hohmann, Volker ; Doclo, Simon

  • Author_Institution
    Dept. of Med. Phys. & Acoust., Univ. of Oldenburg, Oldenburg, Germany
  • fYear
    2013
  • Firstpage
    8648
  • Lastpage
    8652
  • Abstract
    Besides noise reduction an important objective of binaural speech enhancement algorithms is the preservation of the binaural cues, i.e. the Interaural Level Difference and the Interaural Time Difference of all sound sources. Recently, extensions of the binaural Multi-channel Wiener filter (MWF) have been presented, which aim to preserve the binaural cues of the residual noise component. However, since these algorithms aim to preserve the Interaural Transfer Function (ITF), they are well-suited only for directional noise sources but not for, e.g. spatially isotropic noise, which can not be fully described by the ITF. In this paper, we present an extension of the binaural MWF, aiming to preserve the Interaural Coherence of the residual noise component. Experimental results using spatially isotropic noise show that the proposed algorithm yields a good preservation of the Interaural Coherence without significantly degrading the output SNR compared to the binaural MWF and the binaural MWF with ITF preservation.
  • Keywords
    Wiener filters; hearing aids; signal denoising; speech enhancement; transfer functions; ITF preservation; binaural MWF; binaural cues; binaural hearing aids; binaural speech enhancement algorithms; coherence preservation; directional noise sources; interaural coherence; interaural level difference; interaural time difference; interaural transfer function; multichannel Wiener filtering based noise reduction; residual noise component; sound sources; spatially isotropic noise; Auditory system; Coherence; Integrated circuits; Microphones; Noise; Noise reduction; Speech; Hearing aids; binaural cues; noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2013.6639354
  • Filename
    6639354