Tom Francart

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 29

Top Topics

Spatial Filtering

Fundamental Frequency

Invariant Representations

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van hamme, Maaike Vandermosten, Tom Francart, Jonas Vanthornhout
Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework. CoRR (2024)
Pieter De Clercq, Jill Kries, Ramtin Mehraram, Jonas Vanthornhout, Tom Francart, Maaike Vandermosten
Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech. CoRR (2023)
Nicolas Heintz, Tom Francart, Alexander Bertrand
Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data. CoRR (2023)
Simon Geirnaert, Tom Francart, Alexander Bertrand
Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses. EUSIPCO (2023)
Marlies Gillis, Jill Kries, Maaike Vandermosten, Tom Francart
Neural tracking of linguistic and acoustic speech representations decreases with advancing age. NeuroImage 267 (2023)
Lies Bollens, Mohammad Jalilpour-Monesi, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
ICASSP 2023 Auditory EEG Decoding Challenge. ICASSP (2023)
Corentin Puffay, Bernd Accou, Lies Bollens, Mohammad Jalilpour-Monesi, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
Relating EEG to continuous speech using deep neural networks: a review. CoRR (2023)
Nicolas Heintz, Simon Geirnaert, Tom Francart, Alexander Bertrand
Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding. ICASSP (2023)
Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
Relating the fundamental frequency of speech with EEG using a dilated convolutional network. INTERSPEECH (2022)
Lies Bollens, Tom Francart, Hugo Van hamme
Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders. CoRR (2022)
Lies Bollens, Tom Francart, Hugo Van hamme
Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders. ICASSP (2022)
Simon Geirnaert, Tom Francart, Alexander Bertrand
Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Mohammad Jalilpour-Monesi, Bernd Accou, Tom Francart, Hugo Van hamme
Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model. CoRR (2021)
Jana Van Canneyt, Jan Wouters, Tom Francart
Enhanced Neural Tracking of the Fundamental Frequency of the Voice. IEEE Trans. Biomed. Eng. 68 (12) (2021)
Simon Geirnaert, Tom Francart, Alexander Bertrand
Unsupervised Self-Adaptive Auditory Attention Decoding. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Mohammad Jalilpour-Monesi, Bernd Accou, Tom Francart, Hugo Van hamme
Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model. Interspeech (2021)
Simon Geirnaert, Tom Francart, Alexander Bertrand
Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG. ICASSP (2021)
Simon Geirnaert, Tom Francart, Alexander Bertrand
Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigné, Edmund C. Lalor, Bernd T. Meyer, Sina Miran, Tom Francart, Alexander Bertrand
Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices. IEEE Signal Process. Mag. 38 (4) (2021)
Bernd Accou, Mohammad Jalilpour-Monesi, Hugo Van hamme, Tom Francart
Predicting speech intelligibility from EEG using a dilated convolutional network. CoRR (2021)
Mohammad Jalilpour-Monesi, Bernd Accou, Jair Montoya-Martínez, Tom Francart, Hugo Van hamme
An LSTM Based Architecture to Relate Speech Stimulus to Eeg. ICASSP (2020)
Bernd Accou, Mohammad Jalilpour-Monesi, Jair Montoya-Martínez, Hugo Van hamme, Tom Francart
Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network. EUSIPCO (2020)
Neetha Das, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
Stimulus-aware spatial filtering for single-trial neural response and temporal response function estimation in high-density EEG with applications in auditory research. NeuroImage 204 (2020)
Simon Geirnaert, Tom Francart, Alexander Bertrand
A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain. EUSIPCO (2019)
Benjamin Dieudonné, Tom Francart
Head shadow enhancement with fixed beamformers improves sound localization based on interaural level differences. CoRR (2017)
Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters. EUSIPCO (2017)
Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses. IEEE Trans. Biomed. Eng. 64 (5) (2017)
Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses. CoRR (2016)
Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses. EMBC (2016)
Wouter Biesmans, Jonas Vanthornhout, Jan Wouters, Marc Moonen, Tom Francart, Alexander Bertrand
Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario. EMBC (2015)
Jan Wouters, Hugh Joseph McDermott, Tom Francart
Sound Coding in Cochlear Implants: From electric pulses to hearing. IEEE Signal Process. Mag. 32 (2) (2015)
Jan Wouters, Simon Doclo, Raphael Koning, Tom Francart
Sound Processing for Better Coding of Monaural and Binaural Cues in Auditory Prostheses. Proc. IEEE 101 (9) (2013)