Sound Processing for Better Coding of Monaural and Binaural Cues in Auditory Prostheses. - Jan Wouters; Simon Doclo; Raphael Koning; Tom Francart (Proc. IEEE, 2013)

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 (EMBC, 2015)

Sound Coding in Cochlear Implants: From electric pulses to hearing. - Jan Wouters; Hugh Joseph McDermott; Tom Francart (IEEE Signal Process. Mag., 2015)

Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses. - Neetha Das; Simon Van Eyndhoven; Tom Francart; Alexander Bertrand (EMBC, 2016)

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 (EUSIPCO, 2017)

Head shadow enhancement with fixed beamformers improves sound localization based on interaural level differences. - Benjamin Dieudonné; Tom Francart (CoRR, 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)

A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain. - Simon Geirnaert; Tom Francart; Alexander Bertrand (EUSIPCO, 2019)

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 (EUSIPCO, 2020)

An LSTM Based Architecture to Relate Speech Stimulus to Eeg. - Mohammad Jalilpour-Monesi; Bernd Accou; Jair Montoya-Martínez; Tom Francart; Hugo Van hamme (ICASSP, 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)

Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG. - Simon Geirnaert; Tom Francart; Alexander Bertrand (ICASSP, 2021)

Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model. - Mohammad Jalilpour-Monesi; Bernd Accou; Tom Francart; Hugo Van hamme (Interspeech, 2021)

Predicting speech intelligibility from EEG using a dilated convolutional network. - Bernd Accou; Mohammad Jalilpour-Monesi; Hugo Van hamme; Tom Francart (CoRR, 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)

Enhanced Neural Tracking of the Fundamental Frequency of the Voice. - Jana Van Canneyt; Jan Wouters; Tom Francart (IEEE Trans. Biomed. Eng., 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)

Unsupervised Self-Adaptive Auditory Attention Decoding. - Simon Geirnaert; Tom Francart; Alexander Bertrand (IEEE J. Biomed. Health Informatics, 2021)

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders. - Lies Bollens; Tom Francart; Hugo Van hamme (ICASSP, 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 (INTERSPEECH, 2022)

Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. - Simon Geirnaert; Tom Francart; Alexander Bertrand (IEEE J. Biomed. Health Informatics, 2022)

Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses. - Simon Geirnaert; Tom Francart; Alexander Bertrand (EUSIPCO, 2023)

ICASSP 2023 Auditory EEG Decoding Challenge. - Lies Bollens; Mohammad Jalilpour-Monesi; Bernd Accou; Jonas Vanthornhout; Hugo Van hamme; Tom Francart (ICASSP, 2023)

Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding. - Nicolas Heintz; Simon Geirnaert; Tom Francart; Alexander Bertrand (ICASSP, 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)

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)

Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data. - Nicolas Heintz; Tom Francart; Alexander Bertrand (CoRR, 2023)

Neural tracking of linguistic and acoustic speech representations decreases with advancing age. - Marlies Gillis; Jill Kries; Maaike Vandermosten; Tom Francart (NeuroImage, 2023)

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 (EMBC, 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 (EUSIPCO, 2024)

ICASSP 2024 Auditory EEG Decoding Challenge. - Lies Bollens; Corentin Puffay; Bernd Accou; Jonas Vanthornhout; Hugo Vanhamme; Tom Francart (ICASSP Workshops, 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)

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, 2024)

Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli. - Simon Geirnaert; Yuanyuan Yao 007; Tom Francart; Alexander Bertrand (IEEE J. Biomed. Health Informatics, 2025)

Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech. - Simon Geirnaert; Jonas Vanthornhout; Tom Francart; Alexander Bertrand (CoRR, 2025)

Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis. - Nicolas Heintz; Tom Francart; Alexander Bertrand (CoRR, 2025)

Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models. - Nicolas Heintz; Tom Francart; Alexander Bertrand (CoRR, 2025)