• DocumentCode
    695553
  • Title

    Blind estimation of the coherent-to-diffuse energy ratio from noisy speech signals

  • Author

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

  • Author_Institution
    Inst. of Commun. Syst. & Data Process., RWTH Aachen Univ., Aachen, Germany
  • fYear
    2011
  • fDate
    Aug. 29 2011-Sept. 2 2011
  • Firstpage
    1347
  • Lastpage
    1351
  • Abstract
    A novel dual-channel algorithm is proposed which estimates the coherent-to-diffuse energy ratio (CDR) of background noise in mixed noise fields. The algorithm is based on an estimate of the noise field coherence from a noisy speech signal and a subsequent minima tracking in order to increase the estimation accuracy even in the presence of speech. The obtained CDR estimate can be used, e.g., for the acoustic environment classification in hearing aids or to control speech enhancement algorithms such as noise reduction or speech dereverberation. Besides, the approach can be used to calculate an estimate of the direct-to-reverberant energy ratio (DRR) blindly from reverberant speech signals.
  • Keywords
    speech enhancement; CDR; DRR; acoustic environment classification; blind estimation; coherent-to-diffuse energy ratio; direct-to-reverberant energy ratio; estimation accuracy; hearing aids; mixed noise fields; noise reduction; noisy speech signals; reverberant speech signals; speech dereverberation; speech enhancement algorithms; subsequent minima tracking; Coherence; Estimation; Frequency estimation; Noise; Noise measurement; Signal processing algorithms; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2011 19th European
  • Conference_Location
    Barcelona
  • ISSN
    2076-1465
  • Type

    conf

  • Filename
    7073864