Publications
Large Language Models Reveal the Neural Tracking of Linguistic Context in Attended and Unattended Multi-Talker Speech
C. Puffay, G. Mischler, V. Choudhari, J. Vanthornhout, S. Bickel, A. D. Mehta, C. Schevon, G. M. McKhann, H. Van Hamme, T. Francart, N. Mesgarani
Imaging Neuroscience (2026)
XCOMPS: A multilingual benchmark of conceptual minimal pairs
He, L., Nie, E., Dindar, S. S., Firoozi, A., Florea, A., Nguyen, V., Puffay, C., Shimizu, R., Ye, H., Brennan, J., Schmid, H., Schütze, H., Mesgarani, N.
SIGTYP (2025)
Auditory EEG decoding challenge for ICASSP 2024
L. Bollens, C. Puffay, B. Accou, J. Vanthornhout, H. Van Hamme, T. Francart
IEEE ICASSP (2024)
Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework
P. De Clercq, C. Puffay, J. Kries, H. Van Hamme, M. Vandermosten, T. Francart, J. Vanthornhout
IEEE EMBC (2024)
Classifying coherent versus nonsense speech perception from EEG using linguistic speech features
C. Puffay, J. Vanthornhout, M. Gillis, P. De Clercq, B. Accou, H. Van Hamme, T. Francart
Scientific Reports 14, 18922 (2024)
Relating EEG to continuous speech using deep neural networks: a review
C. Puffay, B. Accou, L. Bollens, M.J. Monesi, J. Vanthornhout, H. Van Hamme, T. Francart
Journal of Neural Engineering, IOP Publishing (2023)
Robust neural tracking of linguistic speech representations using a convolutional neural network
C. Puffay, J. Vanthornhout, M. Gillis, B. Accou, H. Van Hamme, T. Francart
Journal of Neural Engineering, IOP Publishing (2023)
Relating the fundamental frequency of speech using a dilated convolutional network
C. Puffay, J. Van Canneyt, J. Vanthornhout, H. Van Hamme, T. Francart
Proc. Interspeech (2022)
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