EEG-based auditory attention detection and its possible future applications for passive BCI

J Belo, M Clerc, D Schön - Frontiers in computer science, 2021 - frontiersin.org
The ability to discriminate and attend one specific sound source in a complex auditory
environment is a fundamental skill for efficient communication. Indeed, it allows us to follow …

Fast EEG-based decoding of the directional focus of auditory attention using common spatial patterns

S Geirnaert, T Francart… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Objective: Noise reduction algorithms in current hearing devices lack informationabout the
sound source a user attends to when multiple sources are present. To resolve this issue …

Effects of hearing aid noise reduction on early and late cortical representations of competing talkers in noise

E Alickovic, EHN Ng, L Fiedler, S Santurette… - Frontiers in …, 2021 - frontiersin.org
Objectives Previous research using non-invasive (magnetoencephalography, MEG) and
invasive (electrocorticography, ECoG) neural recordings has demonstrated the progressive …

Extracting the auditory attention in a dual-speaker scenario from EEG using a joint CNN-LSTM model

I Kuruvila, J Muncke, E Fischer, U Hoppe - Frontiers in Physiology, 2021 - frontiersin.org
Human brain performs remarkably well in segregating a particular speaker from interfering
ones in a multispeaker scenario. We can quantitatively evaluate the segregation capability …

Neural Tracking: Closing the Gap Between Neurophysiology and Translational Medicine

GM Di Liberto, J Hjortkjaer, N Mesgarani - Frontiers in Neuroscience, 2022 - frontiersin.org
Perception involves making sense of the world around us by processing a continuous flow of
multimodal sensory information. In doing so, the human brain produces electrical activity that …

Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding

N Heintz, S Geirnaert, T Francart… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
It is possible to decode auditory attention to speech from electrophysiological brain
recordings such as electroencephalography (EEG). Such an auditory attention decoding …

Uncovering the role of semantic and acoustic cues in normal and dichotic listening

A Soman, SS Kankanala, S Ganapathy - arXiv preprint arXiv:2411.11308, 2024 - arxiv.org
Despite extensive research, the precise role of acoustic and semantic cues in complex
speech perception tasks remains unclear. In this study, we propose a paradigm to …

Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding

N Heintz, S Geirnaert, I Van de Ryck… - 2024 32nd …, 2024 - ieeexplore.ieee.org
Current hearing aids have difficulties focusing on the correct speaker in complex
environments where multiple people are talking simultaneously. This is because hearing …

[图书][B] Neural Correlates of Auditory Attention in a dual-speaker scenario

I Kuruvila - 2023 - search.proquest.com
One of the remarkable abilities that people with normal hearing possess is to focus the
attention on a certain speaker in presence of multiple speakers. Known as the cocktail party …

Deep neural networks as a model of speech perception

B Accou, T Francart - 2023 - lirias.kuleuven.be
A growing number of hearing-impaired people benefit from a hearing aid. Due to the current
labour-intensive behavioural diagnostics of the auditory system, hearing aids are not …