• DocumentCode
    118276
  • Title

    A frequency-invariant fixed beamformer for speech enhancement

  • Author

    Mars, Rohith ; Reju, V.G. ; Khong, Andy W. H.

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2014
  • fDate
    9-12 Dec. 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Fixed beamformers maintain response that is independent of the signal and interference statistics. Frequency-invariant fixed beamformers can achieve constant beamwidth across all frequencies which results in lower signal distortion and they have lower computation complexity compared to its adaptive counterpart. However, unlike data-dependent beamformers, their sidelobe attenuation is poor with respect to the direction of the interferences. In this paper we propose a method to improve the sidelobe attenuation while retaining the advantages of lower computational complexity and frequency-invariance. This is achieved by introducing frequency-invariant nulls in the interference directions. We also show how the weights for each null direction can be combined with the fixed beamformer to form the effective weights of the proposed beamformer.
  • Keywords
    array signal processing; computational complexity; interference (signal); speech enhancement; computation complexity; data dependent beamformers; frequency invariant fixed beamformer; interference directions; interference statistics; null direction; signal distortion; speech enhancement; Attenuation; Azimuth; Cost function; Interference; Microphone arrays; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
  • Conference_Location
    Siem Reap
  • Type

    conf

  • DOI
    10.1109/APSIPA.2014.7041712
  • Filename
    7041712