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Alpha Oscillations During Effortful Continuous Speech: From Scalp EEG to Ear-EEG

Tirdad Seifi, Emina Aličković, Alvaro Fuentes Cabrera, William M. Whitmer, Lauren V. Hadley, Mike Lind Rank, Thomas Lunner, Carina Graversen

2022IEEE Transactions on Biomedical Engineering16 citationsDOIOpen Access PDF

Abstract

OBJECTIVE: The purpose of this study was to investigate alpha power as an objective measure of effortful listening in continuous speech with scalp and ear-EEG. METHODS: Scalp and ear-EEG were recorded simultaneously during presentation of a 33-s news clip in the presence of 16-talker babble noise. Four different signal-to-noise ratios (SNRs) were used to manipulate task demand. The effects of changes in SNR were investigated on alpha event-related synchronization (ERS) and desynchronization (ERD). Alpha activity was extracted from scalp EEG using different referencing methods (common average and symmetrical bi-polar) in different regions of the brain (parietal and temporal) and ear-EEG. RESULTS: Alpha ERS decreased with decreasing SNR (i.e., increasing task demand) in both scalp and ear-EEG. Alpha ERS was also positively correlated to behavioural performance which was based on the questions regarding the contents of the speech. CONCLUSION: Alpha ERS/ERD is better suited to track performance of a continuous speech than listening effort. SIGNIFICANCE: EEG alpha power in continuous speech may indicate of how well the speech was perceived and it can be measured with both scalp and Ear-EEG.

Topics & Concepts

ElectroencephalographyScalpAlpha (finance)Speech recognitionAudiologyBrain activity and meditationNoise (video)Alpha waveEEG-fMRIComputer sciencePsychologyArtificial intelligenceNeuroscienceMedicineDevelopmental psychologyAnatomyPsychometricsImage (mathematics)Construct validityNeural dynamics and brain functionNeuroscience and Music PerceptionAction Observation and Synchronization
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