Publications by authors named "Hugo Van Hamme"

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Behavioral constructs and neural correlates of descriptive and responsive speech in post-stroke aphasia.
Mara Barberis, Ella Eycken, Pieter De Clercq, Robin Lemmens, Hugo Van Hamme

Cortex· December 2025

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Contrastive representation learning with transformers for robust auditory EEG decoding.
Lies Bollens, Bernd Accou, Hugo Van Hamme, Tom Francart

Sci Rep· August 2025

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Natural language processing-based classification of early Alzheimer's disease from connected speech.
Helena Balabin, Bastiaan Tamm, Laure Spruyt, Nathalie Dusart, Ines Kabouche, Hugo Van Hamme

Alzheimers Dement· February 2025

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Classifying coherent versus nonsense speech perception from EEG using linguistic speech features.
Corentin Puffay, Jonas Vanthornhout, Marlies Gillis, Pieter De Clercq, Bernd Accou, Hugo Van Hamme

Sci Rep· August 2024

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Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework.
Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van Hamme, Maaike Vandermosten

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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The role of vowel and consonant onsets in neural tracking of natural speech.
Mohammad Jalilpour Monesi, Jonas Vanthornhout, Tom Francart, Hugo Van Hamme

J Neural Eng· January 2024

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Relating EEG to continuous speech using deep neural networks: a review.
Corentin Puffay, Bernd Accou, Lies Bollens, Mohammad Jalilpour Monesi, Jonas Vanthornhout, Hugo Van Hamme

J Neural Eng· August 2023

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Robust neural tracking of linguistic speech representations using a convolutional neural network.
Corentin Puffay, Jonas Vanthornhout, Marlies Gillis, Bernd Accou, Hugo Van Hamme

J Neural Eng· August 2023

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Decoding of the speech envelope from EEG using the VLAAI deep neural network.
Bernd Accou, Jonas Vanthornhout, Hugo Van Hamme, Tom Francart

Sci Rep· January 2023

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Predicting speech intelligibility from EEG in a non-linear classification paradigm.
Bernd Accou, Mohammad Jalilpour Monesi, Hugo Van Hamme, Tom Francart

J Neural Eng· November 2021

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Linear versus deep learning methods for noisy speech separation for EEG-informed attention decoding.
Neetha Das, Jeroen Zegers, Hugo Van Hamme, Tom Francart, Alexander Bertrand

J Neural Eng· August 2020

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Automated speech analysis to improve TMS-based language mapping: Algorithm and proof of concept.
Laura Seynaeve, Deepak Baby, Hugo Van Hamme, Steven De Vleeschouwer, Patrick Dupont

Brain Stimul· October 2019

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Monitoring activities of daily living using Wireless Acoustic Sensor Networks in clean and noisy conditions.
Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste

Annu Int Conf IEEE Eng Med Biol Soc· September 2016

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Speech recognition technology in CI rehabilitation.
Waldo Nogueira, Filiep Vanpoucke, Philippe Dykmans, Leo De Raeve, Hugo Van Hamme

Cochlear Implants Int· June 2010

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