• DocumentCode
    3742427
  • Title

    Alpha-band oscillation during speech recognition under different sensory conditions

  • Author

    Yanfei Lin;Zhiwen Liu;Xiaorong Gao

  • Author_Institution
    School of Information and Electronics, Beijing Institute of Technology, Beijing, 100081, P.R. China
  • fYear
    2015
  • Firstpage
    153
  • Lastpage
    157
  • Abstract
    The recognition mechanism of alpha-band oscillation for background EEG was analyzed during speech recognition under the auditory-only (A), audio-visual (AV) and visual-only (V) conditions. EEG signals for 20 university volunteers were measured at the SNRs of 0, -4, -8, -12 and -16 dB under the A, AV and V conditions. It was indicated that the task-relevant brain areas exhibited ERS under the different three sensory conditions. Brain region of A condition was distributed in the regions of frontal, central, and parietal, whereas those of AV and V conditions were concentrated in the parietal areas. Larger alpha-band power (ERS) of A condition was observed than those of AV and V conditions. The background brightness, objects recognition, relevant-task, and lip movement might contribute to the ERS. It was revealed that alpha-band oscillation can reflect the ability to process the background information for the human brain.
  • Keywords
    "Oscillators","Signal to noise ratio","Electroencephalography","Speech recognition","Electrodes","Brain","Brightness"
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2015 8th International Conference on
  • Type

    conf

  • DOI
    10.1109/BMEI.2015.7401491
  • Filename
    7401491