• DocumentCode
    120482
  • Title

    Acoustic signal gain enhancement and speech recognition improvement in smartphones using the REF beamforming algorithm

  • Author

    Adebisi, B. ; Ekpo, S.C. ; Sabagh, A. ; Wells, A.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Manchester Metropolitan Univ., Manchester, UK
  • fYear
    2014
  • fDate
    23-25 July 2014
  • Firstpage
    469
  • Lastpage
    474
  • Abstract
    Smartphones deploy multiple microphones to reduce background noise, reverberation and interferences. This paper presents the regulated Frost beamformer (REF) for acoustic gain enhancement and speech recognition improvement in smartphones. Conventional and adaptive beamformers were investigated with recourse to the acoustic transducer specifications of the Samsung Galaxy S2 device. The REF algorithm outperforms the time delay and Frost beamformers by over 5 dB and 2 dB respectively. Moreover, the minimum array gain is 5 dB (REF) as opposed to the floor gain of 2 dB. Compared with the delay-and-sum and Frost beamformers, the output waveform of the REF beamformer is the closest to the desired signal.
  • Keywords
    acoustic signal processing; acoustic transducers; array signal processing; interference suppression; smart phones; speech recognition; Frost beamformer; REF beamforming algorithm; Samsung Galaxy S2 device; acoustic signal gain enhancement; acoustic transducer specifications; smartphones; speech recognition improvement; Acoustics; Array signal processing; Arrays; Gain; Microphones; Noise; Smart phones; Adaptive algorithm; REF beamformer; array gain; broadband; microphone; multimedia; smartphones; speech processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Systems, Networks & Digital Signal Processing (CSNDSP), 2014 9th International Symposium on
  • Conference_Location
    Manchester
  • Type

    conf

  • DOI
    10.1109/CSNDSP.2014.6923875
  • Filename
    6923875