Tom Francart - RankMe

44 papers A 2Misc 5Journal 27Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-decoder Neural Tracking Method for Accurately Predicting Speech Intelligibility. CoRR Rien Sonck, Bernd Accou, Tom Francart, Jonas Vanthornhout
2026	J	`jnl`	Minimally informed linear discriminant analysis: Training an LDA model with unlabelled data. Signal Process. Nicolas Heintz, Tom Francart, Alexander Bertrand
2025	—	`conf`	Performance Modeling for Correlation-Based Neural Decoding of Auditory Attention to Speech. EUSIPCO Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech. CoRR Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models. CoRR Nicolas Heintz, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli. IEEE J. Biomed. Health Informatics Simon Geirnaert, Yuanyuan Yao, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis. CoRR Nicolas Heintz, Tom Francart, Alexander Bertrand
2024	—	`conf`	Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework. EMBC Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van hamme, Maaike Vandermosten, Tom Francart, Jonas Vanthornhout
2024	J	`jnl`	Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework. CoRR Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van hamme, Maaike Vandermosten, Tom Francart, Jonas Vanthornhout
2024	—	`conf`	ICASSP 2024 Auditory EEG Decoding Challenge. ICASSP Workshops Lies Bollens, Corentin Puffay, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
2024	J	`jnl`	Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset. CoRR Simon Geirnaert, Iustina Rotaru, Tom Francart, Alexander Bertrand
2024	—	`conf`	Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding. EUSIPCO Nicolas Heintz, Simon Geirnaert, Iris Van De Ryck, Tom Francart, Alexander Bertrand
2024	J	`jnl`	SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, Containing the EEG of 85 Participants. Data Bernd Accou, Lies Bollens, Marlies Gillis, Wendy Verheijen, Hugo Van hamme, Tom Francart
2023	J	`jnl`	Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech. CoRR Pieter De Clercq, Jill Kries, Ramtin Mehraram, Jonas Vanthornhout, Tom Francart, Maaike Vandermosten
2023	Misc	`conf`	ICASSP 2023 Auditory EEG Decoding Challenge. ICASSP Lies Bollens, Mohammad Jalilpour-Monesi, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
2023	J	`jnl`	Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data. CoRR Nicolas Heintz, Tom Francart, Alexander Bertrand
2023	J	`jnl`	Neural tracking of linguistic and acoustic speech representations decreases with advancing age. NeuroImage Marlies Gillis, Jill Kries, Maaike Vandermosten, Tom Francart
2023	J	`jnl`	Relating EEG to continuous speech using deep neural networks: a review. CoRR Corentin Puffay, Bernd Accou, Lies Bollens, Mohammad Jalilpour-Monesi, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
2023	—	`conf`	Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses. EUSIPCO Simon Geirnaert, Tom Francart, Alexander Bertrand
2023	Misc	`conf`	Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding. ICASSP Nicolas Heintz, Simon Geirnaert, Tom Francart, Alexander Bertrand
2022	Misc	`conf`	Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders. ICASSP Lies Bollens, Tom Francart, Hugo Van hamme
2022	J	`jnl`	Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders. CoRR Lies Bollens, Tom Francart, Hugo Van hamme
2022	A	`conf`	Relating the fundamental frequency of speech with EEG using a dilated convolutional network. INTERSPEECH Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
2022	J	`jnl`	Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. IEEE J. Biomed. Health Informatics Simon Geirnaert, Tom Francart, Alexander Bertrand
2021	J	`jnl`	Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices. IEEE Signal Process. Mag. Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigné, Edmund C. Lalor, Bernd T. Meyer, Sina Miran, Tom Francart, Alexander Bertrand
2021	J	`jnl`	Enhanced Neural Tracking of the Fundamental Frequency of the Voice. IEEE Trans. Biomed. Eng. Jana Van Canneyt, Jan Wouters, Tom Francart
2021	A	`conf`	Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model. Interspeech Mohammad Jalilpour-Monesi, Bernd Accou, Tom Francart, Hugo Van hamme
2021	J	`jnl`	Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model. CoRR Mohammad Jalilpour-Monesi, Bernd Accou, Tom Francart, Hugo Van hamme
2021	J	`jnl`	Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns. IEEE Trans. Biomed. Eng. Simon Geirnaert, Tom Francart, Alexander Bertrand
2021	J	`jnl`	Predicting speech intelligibility from EEG using a dilated convolutional network. CoRR Bernd Accou, Mohammad Jalilpour-Monesi, Hugo Van hamme, Tom Francart
2021	Misc	`conf`	Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG. ICASSP Simon Geirnaert, Tom Francart, Alexander Bertrand
2021	J	`jnl`	Unsupervised Self-Adaptive Auditory Attention Decoding. IEEE J. Biomed. Health Informatics Simon Geirnaert, Tom Francart, Alexander Bertrand
2020	Misc	`conf`	An LSTM Based Architecture to Relate Speech Stimulus to Eeg. ICASSP Mohammad Jalilpour-Monesi, Bernd Accou, Jair Montoya-Martínez, Tom Francart, Hugo Van hamme
2020	—	`conf`	Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network. EUSIPCO Bernd Accou, Mohammad Jalilpour-Monesi, Jair Montoya-Martínez, Hugo Van hamme, Tom Francart
2020	J	`jnl`	Stimulus-aware spatial filtering for single-trial neural response and temporal response function estimation in high-density EEG with applications in auditory research. NeuroImage Neetha Das, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2019	—	`conf`	A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain. EUSIPCO Simon Geirnaert, Tom Francart, Alexander Bertrand
2017	J	`jnl`	EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses. IEEE Trans. Biomed. Eng. Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2017	—	`conf`	EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters. EUSIPCO Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2017	J	`jnl`	Head shadow enhancement with fixed beamformers improves sound localization based on interaural level differences. CoRR Benjamin Dieudonné, Tom Francart
2016	—	`conf`	Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses. EMBC Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2016	J	`jnl`	EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses. CoRR Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2015	—	`conf`	Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario. EMBC Wouter Biesmans, Jonas Vanthornhout, Jan Wouters, Marc Moonen, Tom Francart, Alexander Bertrand
2015	J	`jnl`	Sound Coding in Cochlear Implants: From electric pulses to hearing. IEEE Signal Process. Mag. Jan Wouters, Hugh Joseph McDermott, Tom Francart
2013	J	`jnl`	Sound Processing for Better Coding of Monaural and Binaural Cues in Auditory Prostheses. Proc. IEEE Jan Wouters, Simon Doclo, Raphael Koning, Tom Francart