Over the years, Lucid Scribe has been used in more than 20 peer-reviewed publications across 15 institutions in 9 countries, some with hundreds of citations on Google Scholar. Below is a selection of these publications, organized by research area.

A comprehensive list with links to each paper is available on the INSPEC research page.

Emotion Recognition and Affective Computing

ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors
R. Subramanian, J. Wache, M.K. Abadi, R.L. Vieriu, S. Winkler, N. Sebe
IEEE Transactions on Affective Computing, 2018

“EEG data samples were logged using the Lucid Scribe software, and all sensor data were recorded via bluetooth. A webcam was used to record facial activity.”

A landmark study with over 600 citations that introduced the ASCERTAIN dataset for multimodal emotion and personality recognition using commercial physiological sensors. Lucid Scribe was used for EEG data acquisition.

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