A GRU–CNN model for auditory attention detection using microstate and recurrence quantification analysis
MR EskandariNasab, Z Raeisi, RA Lashaki… - Scientific Reports, 2024 - nature.com
Attention as a cognition ability plays a crucial role in perception which helps humans to
concentrate on specific objects of the environment while discarding others. In this paper …
concentrate on specific objects of the environment while discarding others. In this paper …
Neural tracking to go: auditory attention decoding and saliency detection with mobile EEG
Objective. Neuro-steered assistive technologies have been suggested to offer a major
advancement in future devices like neuro-steered hearing aids. Auditory attention decoding …
advancement in future devices like neuro-steered hearing aids. Auditory attention decoding …
Unsupervised self-adaptive auditory attention decoding
S Geirnaert, T Francart… - IEEE journal of biomedical …, 2021 - ieeexplore.ieee.org
When multiple speakers talk simultaneously, a hearing device cannot identify which of these
speakers the listener intends to attend to. Auditory attention decoding (AAD) algorithms can …
speakers the listener intends to attend to. Auditory attention decoding (AAD) algorithms can …
Riemannian geometry-based decoding of the directional focus of auditory attention using EEG
S Geirnaert, T Francart… - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
Auditory attention decoding (AAD) algorithms decode the auditory attention from
electroencephalography (EEG) signals that capture the listener's neural activity. Such AAD …
electroencephalography (EEG) signals that capture the listener's neural activity. Such AAD …
A step towards neuro-steered hearing aids: Integrated portable setup for time-synchronized acoustic stimuli presentation and EEG recording
Aiming to provide a portable research platform to develop algorithms for neuro-steered
hearing aids, a joint hearing aid-EEG measurement setup was implemented in this work …
hearing aids, a joint hearing aid-EEG measurement setup was implemented in this work …
Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
Auditory Attention Decoding (AAD) can help to determine the identity of the attended
speaker during an auditory selective attention task, by analyzing and processing …
speaker during an auditory selective attention task, by analyzing and processing …