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ORCIDTom Francart
- > Home > Persons > Tom Francart
Publications
- 2023
[c13]Simon Geirnaert, Tom Francart, Alexander Bertrand
:
Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses. EUSIPCO 2023: 1000-1004- [c11]Nicolas Heintz, Simon Geirnaert, Tom Francart, Alexander Bertrand:
Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding. ICASSP 2023: 1-5 - [i6]Nicolas Heintz, Tom Francart, Alexander Bertrand:
Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data. CoRR abs/2310.11110 (2023) - 2022
- [j9]Simon Geirnaert, Tom Francart, Alexander Bertrand:
Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. IEEE J. Biomed. Health Informatics 26(8): 3767-3778 (2022) - 2021
- [j8]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): 89-102 (2021) - [j7]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): 1557-1568 (2021) - [j5]Simon Geirnaert, Tom Francart, Alexander Bertrand:
Unsupervised Self-Adaptive Auditory Attention Decoding. IEEE J. Biomed. Health Informatics 25(10): 3955-3966 (2021) - [c8]Simon Geirnaert, Tom Francart, Alexander Bertrand:
Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG. ICASSP 2021: 1115-1119 - 2020
- [j4]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) - 2019
- [c4]Simon Geirnaert, Tom Francart, Alexander Bertrand:
A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain. EUSIPCO 2019: 1-5 - 2017
- [j3]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): 1045-1056 (2017) - [c3]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: 1660-1664 - 2016
- [c2]Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand:
Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses. EMBC 2016: 77-80 - [i1]Simon Van Eyndhoven, Tom Francart, Alexander Bertrand:
EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses. CoRR abs/1602.05702 (2016) - 2015
- [c1]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: 5155-5158
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