Researcher
Tom Francart
- Disciplines:Neurosciences, Biological and physiological psychology, Cognitive science and intelligent systems, Developmental psychology and ageing
Affiliations
- Research Group Experimental Oto-rhino-laryngology (Division)
Member
From2 Aug 2004 → 18 Aug 2022
Projects
11 - 20 of 47
- A system for automatic and objective hearing diagnostics in special populationsFrom1 Aug 2021 → 31 Jul 2023Funding: IWT / VLAIO personal funding - innovation mandates
- Diagnostics of the auditory system using deep-learning-based analysis of EEG signalsFrom18 Feb 2021 → TodayFunding: FWO Strategic Basic Research Grant
- Acoustic beamforming based on auditory attention decodingFrom19 Oct 2020 → TodayFunding: FWO Strategic Basic Research Grant
- Fast, adaptive and wearable auditory attention decoding: towards practical neuro-steered hearing devicesFrom7 Oct 2020 → TodayFunding: FWO Strategic Basic Research Grant
- A system for automatic and objective hearing diagnostics in special populations From1 Oct 2020 → 31 Aug 2023Funding: IOF - technology validation in lab
- Deep neural networks as a model of speech perceptionFrom1 Oct 2020 → 30 Sep 2023Funding: FWO junior postdoctoral fellowship
- Using a natural speech paradigm to define neural restoration or compensation in persons with aphasiaFrom10 Aug 2020 → TodayFunding: FWO Strategic Basic Research Grant
- Deep learning for EEG and audio processing in neuro-steered hearing aidsFrom17 Jul 2020 → 15 Oct 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Automatic measurement of speech understanding using EEGFrom1 Jun 2020 → 30 Nov 2021Funding: H2020-EU.1.1. - EXCELLENT SCIENCE - European Research Council (ERC)
- Decoding neural responses to sounds in patients with disorders of consciousness for diagnostics and unlocking communicationFrom21 Apr 2020 → 1 Jun 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 141
- What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention(2024)
Authors: Iustina Rotaru, Simon Geirnaert, Nicolas Heintz, Iris Van de Ryck, Alexander Bertrand, Tom Francart
- Fast, accurate, unsupervised, and time-adaptive EEG-based auditory attention decoding for neuro-steered hearing devices(2024)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 29 - 40 - Relating Auditory EEG to Continuous Speech Using Artificial Neural Networks(2023)
Authors: Mohammad Jalilpour Monesi, Hugo Van hamme, Tom Francart
- Deep neural networks as a model of speech perception(2023)
Authors: Bernd Accou, Tom Francart, Hugo Van hamme
- Neural envelope tracking predicts speech intelligibility and hearing aid benefit in children with hearing loss(2023)
Authors: Tilde Van Hirtum, Jan Wouters, Tom Francart
- Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses(2023)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 1000 - 1004 - Robust neural tracking of linguistic speech representations using a convolutional neural network.(2023)
Authors: Corentin Puffay, Jonas Vanthornhout, Marlies Gillis, Bernd Accou, Hugo Van hamme, Tom Francart
Pages: 1 - 16 - Relating EEG to continuous speech using deep neural networks: a review(2023)
Authors: Corentin Puffay, Bernd Accou, Lies Bollens, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
- Acoustic and phonemic processing are impaired in individuals with aphasia(2023)
Authors: Robin Lemmens, Tom Francart, Maaike Vandermosten
- Heard or Understood? Neural Tracking of Language Features in a Comprehensible Story, an Incomprehensible Story and a Word List(2023)
Authors: Marlies Gillis, Jonas Vanthornhout, Tom Francart
Patents
1 - 4 of 4