• DocumentCode
    1653172
  • Title

    An informed spatial filter for dereverberation in the spherical harmonic domain

  • Author

    Braun, Sebastian ; Jarrett, Daniel P. ; Fischer, J. ; Habets, Emanuel A. P.

  • Author_Institution
    Int. Audio Labs. Erlangen, Erlangen, Germany
  • fYear
    2013
  • Firstpage
    669
  • Lastpage
    673
  • Abstract
    In speech communication systems the received microphone signals are commonly degraded by reverberation and ambient noise that can decrease the fidelity and intelligibility of a desired speaker. Reverberation can be modeled as non-stationary diffuse sound which is not directly observable. In this work, we derive a multichannel Wiener filter in the spherical harmonic domain to reduce both reverberation and noise. The filter depends on the direction-of-arrival of the direct sound of the desired speaker and an interference power spectral density matrix for which an estimator is developed. The resulting informed spatial filter incorporates instantaneous information about the diffuseness of the sound field into the design of the filter. In addition, it is shown how the proposed filter relates to the well-known robust minimum variance distortionless response filter that is also used for comparison in the evaluation. Experimental results show that the proposed spatial filter provides a tradeoff between noise reduction and dereverberation depending on the diffuse sound PSD.
  • Keywords
    Wiener filters; direction-of-arrival estimation; microphones; reverberation; speech processing; ambient noise; dereverberation; direction-of-arrival; interference power spectral density matrix; multichannel Wiener filter; noise reduction; received microphone signals; spatial filter; speech communication systems; spherical harmonic domain; Microphone arrays; Noise; Reverberation; Robustness; Speech; Vectors; Dereverberation; spherical microphone arrays;
  • 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.2013.6637732
  • Filename
    6637732