EEG-based detection of the locus of auditory attention with convolutional neural networks
In a multi-speaker scenario, the human auditory system is able to attend to one particular
speaker of interest and ignore the others. It has been demonstrated that it is possible to use …
speaker of interest and ignore the others. It has been demonstrated that it is possible to use …
Speaker-independent auditory attention decoding without access to clean speech sources
Speech perception in crowded environments is challenging for hearing-impaired listeners.
Assistive hearing devices cannot lower interfering speakers without knowing which speaker …
Assistive hearing devices cannot lower interfering speakers without knowing which speaker …
EEG-based auditory attention detection: boundary conditions for background noise and speaker positions
Objective. A listener's neural responses can be decoded to identify the speaker the person is
attending to in a cocktail party environment. Such auditory attention detection methods have …
attending to in a cocktail party environment. Such auditory attention detection methods have …
Cognitive-driven binaural beamforming using EEG-based auditory attention decoding
Identifying the target speaker in hearing aid applications is an essential ingredient to
improve speech intelligibility. Recently, a least-squares-based auditory attention decoding …
improve speech intelligibility. Recently, a least-squares-based auditory attention decoding …
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
At a cocktail party, humans exhibit an impressive ability to direct their attention. The auditory
attention detection (AAD) approach seeks to identify the attended speaker by analyzing …
attention detection (AAD) approach seeks to identify the attended speaker by analyzing …
[HTML][HTML] Potential of augmented reality platforms to improve individual hearing aids and to support more ecologically valid research
An augmented reality (AR) platform combines several technologies in a system that can
render individual “digital objects” that can be manipulated for a given purpose. In the audio …
render individual “digital objects” that can be manipulated for a given purpose. In the audio …
Impact of different acoustic components on EEG-based auditory attention decoding in noisy and reverberant conditions
Identifying the target speaker in hearing aid applications is an essential ingredient to
improve speech intelligibility. Recently, a least-squares-based method has been proposed …
improve speech intelligibility. Recently, a least-squares-based method has been proposed …
Cognitive-driven binaural LCMV beamformer using EEG-based auditory attention decoding
Identifying the target speaker in hearing aid applications is an essential ingredient to
improve speech intelligibility. To identify the target speaker from single-trial EEG recordings …
improve speech intelligibility. To identify the target speaker from single-trial EEG recordings …
[HTML][HTML] Stimulus-aware spatial filtering for single-trial neural response and temporal response function estimation in high-density EEG with applications in auditory …
A common problem in neural recordings is the low signal-to-noise ratio (SNR), particularly
when using non-invasive techniques like magneto-or electroencephalography (M/EEG). To …
when using non-invasive techniques like magneto-or electroencephalography (M/EEG). To …
Congruent audiovisual speech enhances auditory attention decoding with EEG
Objective. The auditory attention decoding (AAD) approach can be used to determine the
identity of the attended speaker during an auditory selective attention task, by analyzing …
identity of the attended speaker during an auditory selective attention task, by analyzing …