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Effect of Power and Phase Synchronization in Multi-Trial Speech Imagery
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Author(s): Sandhya Chengaiyan (SSN College of Engineering, India), Divya Balathayil (SSN College of Engineering, India), Kavitha Anandan (Department of Biomedical Engineering, Centre for Healthcare Technologies, SSN College of Engineering, India)and Christy Bobby Thomas (M.S.Ramaiah University of Applied Sciences, India)
Copyright: 2020
Pages: 20
Source title:
Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications
Source Author(s)/Editor(s): Information Resources Management Association (USA)
DOI: 10.4018/978-1-7998-1204-3.ch082
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Abstract
Speech imagery is one form of mental imagery which refers to the imagining of speaking a word to oneself silently in the mind without any articulation movement. In this work, electroencephalography (EEG) signals were acquired while speaking and during the imagining of speaking consonant-vowel-consonant (CVC) words in multiple trials of different time frames. Relative powers were computed for each EEG frequency band. It has been observed that relative power of alpha and theta bands was dominant. Phase Locking Value (PLV), a functional brain connectivity parameter has been estimated to understand the phase synchronicity between two brain regions. PLV results show that the left hemispheric frontal and temporal electrodes has maximum phase lock in alpha and theta band during speech and speech imagery process. The combination of brain connectivity estimators and signal processing techniques will thus be a reliable framework for understanding the nature of speech imagery signals captured through EEG.
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