Author

Bernd Accou

Observed name: Accou, Bernd

Institution: KU Leuven

Observed institution: KU Leuven

ORCID: 0000-0002-3758-5968

Observed ORCID: 0000-0002-3758-5968

OpenAlex ID: A5000422921

Relating EEG to continuous speech using deep neural networks: a review

2023 · Corentin Puffay, Bernd Accou, et al. · Journal of Neural Engineering · 104

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Decoding of the speech envelope from EEG using the VLAAI deep neural network

2023 · Bernd Accou, Jonas Vanthornhout, et al. · Scientific Reports · 76

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An LSTM Based Architecture to Relate Speech Stimulus to Eeg

2020 · Mohammad Jalilpour Monesi, Bernd Accou, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 56

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Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network

2020 · Bernd Accou, Mohammad Jalilpour Monesi, et al. · European Signal Processing Conference (EUSIPCO) · 46

SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, Containing the EEG of 85 Participants

2024 · Bernd Accou, Lies Bollens, et al. · Data · 43

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Predicting speech intelligibility from EEG in a non-linear classification paradigm *

2021 · Bernd Accou, Mohammad Jalilpour Monesi, et al. · Journal of Neural Engineering · 27

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Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model

2021 · Mohammad Jalilpour Monesi, Bernd Accou, et al. · Interspeech (USB) · 25

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Robust neural tracking of linguistic speech representations using a convolutional neural network

2023 · Corentin Puffay, Jonas Vanthornhout, et al. · Journal of Neural Engineering · 18

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Auditory EEG Decoding Challenge for ICASSP 2023

2024 · Mohammad Jalilpour Monesi, Lies Bollens, et al. · IEEE Open Journal of Signal Processing · 12

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Auditory EEG Decoding Challenge for ICASSP 2024

2025 · Lies Bollens, Corentin Puffay, et al. · IEEE Open Journal of Signal Processing · 9

Contrastive representation learning with transformers for robust auditory EEG decoding

2025 · Lies Bollens, Bernd Accou, et al. · Scientific Reports · 8

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Classifying coherent versus nonsense speech perception from EEG using linguistic speech features

2024 · Corentin Puffay, Jonas Vanthornhout, et al. · Scientific Reports · 6

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ICASSP 2023 Auditory EEG Decoding Challenge

2023 · Lies Bollens, Mohammad Jalilpour Monesi, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 4

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In Sync With Sound: Interpersonal synchronization as an objective measure of listening engagement

2025 · Lotte Lambrechts, Bernd Accou, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2

ICASSP 2024 Auditory EEG Decoding Challenge

2024 · Lies Bollens, Corentin Puffay, et al. · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) · 1

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CLASH: Contrastive learning through alignment shifting to extract stimulus information from EEG

2023 · Accou, Bernd, Van hamme, Hugo, et al. · arXiv (Cornell University) · 1

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Interpersonal Synchronization of Brain and Body Tracks Attention and Listening Engagement

2026 · Lotte Lambrechts, Bernd Accou, et al. · bioRxiv (Cold Spring Harbor Laboratory)

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A Multi-decoder Neural Tracking Method for Accurately Predicting Speech Intelligibility

2026 · Sonck, Rien, Accou, Bernd, et al. · arXiv (Cornell University)

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Works count: 24

Citation count: 455

H-index: 10

I10-index: 10