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
21 - 30 of 47
- Diagnosing aphasia by EEG-based neural tracking of natural speechFrom1 Jan 2020 → 31 Dec 2023Funding: FWO research project (including WEAVE projects)
- EEG-based Auditory Attention Decoding for neuro-steered hearing aids to improve speech understandingFrom1 Jan 2020 → TodayFunding: FWO Strategic Basic Research Grant
- Decoding neural responses to sounds in patients with disorders of consciousness for diagnostics and unlocking communicationFrom1 Jan 2020 → 31 Dec 2023Funding: FWO research project (including WEAVE projects)
- Relating Auditory EEG to Continuous Speech Using Artificial Neural NetworksFrom1 Aug 2019 → 12 Dec 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Deep neural networks as a model of speech perceptionFrom1 Oct 2018 → 30 Sep 2022Funding: Fund Recuperation Fiscal Exemption, IOF - Industrial Research Fund, BOF - Concerted Research Project from 1994
- Decoding speech from the brain using deep neural networksFrom1 Oct 2018 → 4 Dec 2023Funding: FWO Strategic Basic Research Grant
- Multi-modal signal processing algorithms for extraction of coupled sources in combined audio and EEG recordings.From11 Sep 2018 → 30 Sep 2022Funding: FWO fellowships
- Fast and precise automatic measurement of speech understanding on multiple diagnostic levels.From3 Sep 2018 → 31 Oct 2023Funding: FWO Strategic Basic Research Grant
- Unravelling speech processing mechanisms in aphasia via EEG-based neural tracking and behavioral measuresFrom30 Aug 2018 → 14 Sep 2023Funding: Foreign public sponsor
- Improved speech understanding in cocktail party scenarios through neuro-steered hearing prosthesesFrom1 Jan 2018 → 31 Dec 2021Funding: FWO research project (including WEAVE projects)
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