• DocumentCode
    730145
  • Title

    Interaural coherence preservation in MWF-based binaural noise reduction algorithms using partial noise estimation

  • Author

    Marquardt, Daniel ; Hohmann, Volker ; Doclo, Simon

  • Author_Institution
    Dept. of Med. Phys. & Acoust. & Cluster of Excellence Hearing4All, Univ. of Oldenburg, Oldenburg, Germany
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    654
  • Lastpage
    658
  • Abstract
    Besides noise reduction an important objective of binaural speech enhancement algorithms is the preservation of the binaural cues of both desired and undesired sound sources. Recently an extension of the binaural Multi-channel Wiener filter (MWF), namely the MWF-IC, has been presented which aims to preserve the Interaural Coherence (IC) of the noise component. Since for the MWF-IC no closed-form solution exists, in this paper we propose to preserve the IC using the binaural MWF with partial noise estimation (MWF-N), for which a closed-form solution exists. Furthermore, we derive a closed-form expression for the trade-off parameter in the MWF-N yielding a predefined IC at the filter output. Experimental results in a diffuse noise scenario show that both the MWF-IC and the MWF-N preserve the IC of the output noise component. However, the MWF-IC yields a better noise reduction performance whereas the MWF-N introduces less speech distortion.
  • Keywords
    Wiener filters; estimation theory; interference suppression; signal denoising; speech enhancement; speech intelligibility; MWF-IC; binaural noise reduction algorithms; binaural speech enhancement algorithms; interaural coherence preservation; multichannel Wiener filter; partial noise estimation; speech distortion; Artificial intelligence; Coherence; Estimation; Speech; Hearing aids; binaural cues; noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178050
  • Filename
    7178050