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
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;
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
DOI :
10.1109/ICCME.2007.4382003