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Bernd Accou
Bernd Accou
Post-doc, KU Leuven
Bestätigte E-Mail-Adresse bei kuleuven.be
Titel
Zitiert von
Zitiert von
Jahr
An LSTM based architecture to relate speech stimulus to EEG
MJ Monesi, B Accou, J Montoya-Martinez, T Francart, H Van Hamme
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
412020
Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network
B Accou, MJ Monesi, J Montoya, T Francart
2020 28th European Signal Processing Conference (EUSIPCO), 1175-1179, 2021
282021
Relating EEG to continuous speech using deep neural networks: a review.
C Puffay, B Accou, L Bollens, MJ Monesi, J Vanthornhout, T Francart
Journal of Neural Engineering, 2023
192023
Decoding of the speech envelope from EEG using the VLAAI deep neural network
B Accou, J Vanthornhout, HV hamme, T Francart
Scientific Reports 13 (1), 812, 2023
172023
Predicting speech intelligibility from EEG in a non-linear classification paradigm
B Accou, MJ Monesi, T Francart
Journal of Neural Engineering 18 (6), 066008, 2021
16*2021
Extracting different levels of speech information from EEG using an LSTM-based model
MJ Monesi, B Accou, T Francart, H Van Hamme
arXiv preprint arXiv:2106.09622, 2021
132021
A Large Auditory EEG decoding dataset
L Bollens, B Accou, T Francart
doi 10, K3VSND, 2023
10*2023
Robust neural tracking of linguistic speech representations using a convolutional neural network
C Puffay, J Vanthornhout, M Gillis, B Accou, T Francart
Journal of Neural Engineering 20 (4), 046040, 2023
42023
SparrKULee: A Speech-evoked Auditory Response Repository of the KU Leuven, containing EEG of 85 participants
B Accou, L Bollens, M Gillis, W Verheijen, H Van hamme, T Francart
bioRxiv, 2023.07. 24.550310, 2023
32023
SparrKULee: A Speech-evoked Auditory Response Repository of the KU Leuven, containing EEG of 85 participants
L Bollens, B Accou, M Gillis, W Verheijen, T Francart
22023
Self-supervised enhancement of stimulus-evoked brain response data
B Accou, T Francart
arXiv preprint arXiv:2302.01924, 2023
12023
Auditory EEG decoding challenge for ICASSP 2023
MJ Monesi, L Bollens, B Accou, J Vanthornhout, H Van Hamme, ...
IEEE Open Journal of Signal Processing, 2024
2024
Classifying native versus foreign speech perception from EEG using linguistic speech features
C Puffay, J Vanthornhout, M Gillis, P De Clercq, B Accou, H Van hamme, ...
bioRxiv, 2024.04. 11.589055, 2024
2024
Deep neural networks as a model of speech perception
B Accou
2023
Neural tracking of linguistic features at different speech rates using a deep neural network
C Puffay, J Vanthornhout, M Gillis, B Accou, T Francart
Society For Neuroscience, Location: Washington DC, 2023
2023
ICASSP 2023 Auditory EEG Decoding Challenge
L Bollens, MJ Monesi, B Accou, J Vanthornhout, H Van Hamme, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Relating linguistic features of speech with EEG using a dilated convolutional network
C Puffay, J Vanthornhout, M Gillis, B Accou, T Francart
Society For Neuroscience annual meeting-Neuroscience 2022, Date: 2022/11/12 …, 2022
2022
Improved decoding of the speech envelope using a deep neural network
B Accou, J Vanthornhout, T Francart
Logo 7th International Conference on Auditory Cortex, Location: Magdenburg …, 2022
2022
Using artificial intelligence to create an objective measure of speech intelligibility
B Accou, T Francart
MINDSEED (quick pitch competition of Neurotech Leuven 2022), Location: Leuven, 2022
2022
Matching EEG to speech envelope segments
M Jalilpour Monesi, B Accou, T Francart
Leuven AI, Location: Irish College, KU Leuven, 2020
2020
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