Tom Francart

According to our database, Tom Francart authored at least 33 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, Containing the EEG of 85 Participants.

Bernd Accou, Lies Bollens, Marlies Gillis, Wendy Verheijen, Hugo Van hamme, Tom Francart

Data, August, 2024

Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset.

Simon Geirnaert, Iustina Rotaru, Tom Francart, Alexander Bertrand

CoRR, 2024

ICASSP 2024 Auditory EEG Decoding Challenge.

Lies Bollens, Corentin Puffay, Bernd Accou, Jonas Vanthornhout, Hugo Vanhamme, Tom Francart

Proceedings of the IEEE International Conference on Acoustics, 2024

Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding.

Nicolas Heintz, Simon Geirnaert, Iris Van De Ryck, Tom Francart, Alexander Bertrand

Proceedings of the 32nd European Signal Processing Conference, 2024

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, Tom Francart, Jonas Vanthornhout

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Neural tracking of linguistic and acoustic speech representations decreases with advancing age.

Marlies Gillis, Jill Kries, Maaike Vandermosten, Tom Francart

NeuroImage, 2023

Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data.

Nicolas Heintz, Tom Francart, Alexander Bertrand

CoRR, 2023

Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech.

Pieter De Clercq, Jill Kries, Ramtin Mehraram, Jonas Vanthornhout, Tom Francart, Maaike Vandermosten

CoRR, 2023

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, Tom Francart

CoRR, 2023

Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding.

Nicolas Heintz, Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the IEEE International Conference on Acoustics, 2023

ICASSP 2023 Auditory EEG Decoding Challenge.

Lies Bollens, Mohammad Jalilpour-Monesi, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

Proceedings of the IEEE International Conference on Acoustics, 2023

Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses.

Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction.

Simon Geirnaert, Tom Francart, Alexander Bertrand

IEEE J. Biomed. Health Informatics, 2022

Relating the fundamental frequency of speech with EEG using a dilated convolutional network.

Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders.

Lies Bollens, Tom Francart, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Unsupervised Self-Adaptive Auditory Attention Decoding.

Simon Geirnaert, Tom Francart, Alexander Bertrand

IEEE J. Biomed. Health Informatics, 2021

Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns.

Simon Geirnaert, Tom Francart, Alexander Bertrand

IEEE Trans. Biomed. Eng., 2021

Enhanced Neural Tracking of the Fundamental Frequency of the Voice.

Jana Van Canneyt, Jan Wouters, Tom Francart

IEEE Trans. Biomed. Eng., 2021

Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices.

Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigné, Edmund C. Lalor, Bernd T. Meyer, Sina Miran, Tom Francart, Alexander Bertrand

IEEE Signal Process. Mag., 2021

Predicting speech intelligibility from EEG using a dilated convolutional network.

Bernd Accou, Mohammad Jalilpour-Monesi, Hugo Van hamme, Tom Francart

CoRR, 2021

Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model.

Mohammad Jalilpour-Monesi, Bernd Accou, Tom Francart, Hugo Van hamme

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG.

Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Stimulus-aware spatial filtering for single-trial neural response and temporal response function estimation in high-density EEG with applications in auditory research.

Neetha Das, Jonas Vanthornhout, Tom Francart, Alexander Bertrand

NeuroImage, 2020

An LSTM Based Architecture to Relate Speech Stimulus to Eeg.

Mohammad Jalilpour-Monesi, Bernd Accou, Jair Montoya-Martínez, Tom Francart, Hugo Van hamme

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network.

Bernd Accou, Mohammad Jalilpour-Monesi, Jair Montoya-Martínez, Hugo Van hamme, Tom Francart

Proceedings of the 28th European Signal Processing Conference, 2020

2019

A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain.

Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the 27th European Signal Processing Conference, 2019

2017

EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses.

Simon Van Eyndhoven, Tom Francart, Alexander Bertrand

IEEE Trans. Biomed. Eng., 2017

Head shadow enhancement with fixed beamformers improves sound localization based on interaural level differences.

Benjamin Dieudonné, Tom Francart

CoRR, 2017

EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters.

Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses.

Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Sound Coding in Cochlear Implants: From electric pulses to hearing.

Jan Wouters, Hugh Joseph McDermott, Tom Francart

IEEE Signal Process. Mag., 2015

Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario.

Wouter Biesmans, Jonas Vanthornhout, Jan Wouters, Marc Moonen, Tom Francart, Alexander Bertrand

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

Sound Processing for Better Coding of Monaural and Binaural Cues in Auditory Prostheses.

Jan Wouters, Simon Doclo, Raphael Koning, Tom Francart

Proc. IEEE, 2013