EEG-based auditory attention detection and its possible future applications for passive BCI
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 …
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 …
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
Objectives Previous research using non-invasive (magnetoencephalography, MEG) and
invasive (electrocorticography, ECoG) neural recordings has demonstrated the progressive …
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 …
ones in a multispeaker scenario. We can quantitatively evaluate the segregation capability …
Neural Tracking: Closing the Gap Between Neurophysiology and Translational Medicine
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 …
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 …
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 …
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 …
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 …
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 …
labour-intensive behavioural diagnostics of the auditory system, hearing aids are not …