• DocumentCode
    2251015
  • Title

    A frequency-domain double-talk detector combined with the regularized GMDF adaptive filter

  • Author

    Huang, Hsu-Chang ; Lee, Junghsi

  • Author_Institution
    Dept. of Electr. Eng., Yuan-Ze Univ., Taoyuan, Taiwan
  • Volume
    6
  • fYear
    2010
  • fDate
    11-14 July 2010
  • Firstpage
    2742
  • Lastpage
    2747
  • Abstract
    Adaptive filter and double-talk detector (DTD) are two essential parts in acoustic echo cancellation of hands-free communications. The generalized frequency-domain multidelay adaptive filter (GMDF) is an attractive choice due to its convergence properties and computational parsimony. Very recently we presented a robust time-domain DTD equipped with a near-end voice detector, a double-to-single talk detector and two auxiliary filters. In this paper, we expand the work of to introduce a frequency-domain DTD combined with the regularized GMDF adaptive filter. Extensive simulations demonstrated the proposed system was capable of differentiating echo path changes from double-talk situation, and performed better than other competitive schemes.
  • Keywords
    acoustic signal processing; adaptive filters; echo suppression; acoustic echo cancellation; double-to-single talk detector; frequency-domain double-talk detector regularized GMDF adaptive filter; generalized frequency-domain multidelay adaptive filter; hands-free communications; near-end voice detector; Adaptive filters; Detectors; Echo cancellers; Filtering algorithms; Frequency domain analysis; Time domain analysis; Acoustic echo cancellation; MDF; NLMS; adaptive filter; double-talk detector;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-6526-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2010.5580806
  • Filename
    5580806