• DocumentCode
    695554
  • Title

    Robust dual-channel noise power spectral density estimation

  • Author

    Jeub, Marco ; Nelke, Christoph ; Kruger, Hauke ; Beaugeant, Christophe ; Vary, Peter

  • Author_Institution
    Inst. of Commun. Syst. & Data Process. (ind), RWTH Aachen Univ., Aachen, Germany
  • fYear
    2011
  • fDate
    Aug. 29 2011-Sept. 2 2011
  • Firstpage
    2304
  • Lastpage
    2308
  • Abstract
    In this paper, we propose a novel noise power spectral density (PSD) estimator which is beneficial for speech enhancement systems with two microphones in diffuse noise environments. The algorithm has a low computational complexity and requires low memory usage. The main advantage is that arbitrary models of the noise field coherence can be employed and a scalable extension of existing single-channel speech enhancement systems to dual channels is also possible. Experiments demonstrate with simulated and measured data that the proposed algorithm outperforms related algorithms in diffuse noise conditions.
  • Keywords
    computational complexity; estimation theory; speech enhancement; PSD estimation; computational complexity; diffuse noise environment; microphone; robust dual-channel noise power spectral density estimation; single-channel speech enhancement system; Coherence; Microphones; Noise measurement; Signal to noise ratio; Speech; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2011 19th European
  • Conference_Location
    Barcelona
  • ISSN
    2076-1465
  • Type

    conf

  • Filename
    7073865