• DocumentCode
    394669
  • Title

    Acoustic beamforming exploiting directionality of human speech sources

  • Author

    Betlehem, Terence ; Williamson, Robert C.

  • Author_Institution
    RSISE, Australian Nat. Univ., Canberra, ACT, Australia
  • Volume
    5
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    This paper examines the improvement that can be attained with perfect knowledge of the sound source directivity pattern and orientation in beamformer designs in the problem of speech acquisition. Data-independent beamformers are derived through formulation of a constrained optimization problem with a unity-gain constraint. Using computer simulation, these beamforming schemes are compared to the delay and sum (DS) beamformer and the best single sensor in a reverberant room environment. Criteria used to measure performance are: (1) the direct to reverberant ratio, to assess extent of reverberation suppression; and (2) an objective measure of speech intelligibility called the speech transmission index (STI). For human-speaker source directivity, simulation results show that modest improvements to performance are obtainable.
  • Keywords
    acoustic signal detection; acoustic signal processing; direction-of-arrival estimation; echo suppression; optimisation; reverberation; speech intelligibility; acoustic beamforming; constrained optimization problem; data-independent beamformers; direct to reverberant ratio; human speech source directionality; human-speaker source directivity; objective measure; orientation; perfect knowledge; performance measure; reverberant room environment; reverberation suppression; sound source directivity pattern; speech acquisition; speech intelligibility; speech transmission index; unity-gain constraint; Array signal processing; Australia; Filters; Frequency; Humans; Microphone arrays; Reverberation; Sensor arrays; Speech; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1199961
  • Filename
    1199961