• DocumentCode
    2090887
  • Title

    Measuring Sentence Processing by Electroencephalography (EEG): New Technique Using M-Sequence Modulation

  • Author

    Takeichi, Hiroshige ; Koyama, Sachiko ; Cichocki, Andrzej

  • Author_Institution
    Nishina Center for Accelerator-Based Sci., Tokyo
  • fYear
    2007
  • fDate
    23-27 May 2007
  • Firstpage
    1531
  • Lastpage
    1534
  • Abstract
    Studies using event-related brain potentials (ERPs) have reported electrophysiological responses to semantically and/or grammatically anomalous words embedded in a sentence for decades. Here we have successfully developed a technique with which we can objectively estimate the level of listeners´ speech comprehension using continuous speech sounds without linguistic anomalies. We used minute-long speech sounds whose amplitudes were modulated by an m-sequence (pseudorandom binary sequence). Eelectroencephalograms (EEGs) were recorded from Japanese speakers and were cross-correlated with the m-sequence. We identified a signal peak which was found only for comprehensible but not for incomprehensible (backward-played Japanese and Spanish) speech stimuli in an independent component cross-correlation function. The correlation time of the signal peak was 400 ms and the peak location on the scalp was Cz-Pz. The present study has thus shown that a minute-long EEG signal is sufficient for the assessment of speech comprehension.
  • Keywords
    bioelectric potentials; electroencephalography; m-sequences; medical signal processing; speech; speech processing; Japanese speakers; continuous speech sounds; electroencephalograms; electroencephalography; electrophysiological responses; event-related brain potentials; grammatically anomalous words; independent component cross-correlation function; m-sequence modulation; minute-long speech sounds; pseudorandom binary sequence; semantically anomalous words; sentence processing; speech comprehension; speech stimuli; Acceleration; Amplitude modulation; Binary sequences; Brain modeling; Degradation; Electroencephalography; Enterprise resource planning; Laboratories; Loudspeakers; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex Medical Engineering, 2007. CME 2007. IEEE/ICME International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1077-4
  • Electronic_ISBN
    978-1-4244-1078-1
  • Type

    conf

  • DOI
    10.1109/ICCME.2007.4382003
  • Filename
    4382003