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A new unifying account of the roles of neuronal entrainment
Rhythms are a fundamental and defining feature of neuronal activity in animals including
humans. This rhythmic brain activity interacts in complex ways with rhythms in the internal …
humans. This rhythmic brain activity interacts in complex ways with rhythms in the internal …
A tutorial on auditory attention identification methods
Auditory attention identification methods attempt to identify the sound source of a listener's
interest by analyzing measurements of electrophysiological data. We present a tutorial on …
interest by analyzing measurements of electrophysiological data. We present a tutorial on …
A GRU–CNN model for auditory attention detection using microstate and recurrence quantification analysis
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 …
Towards reconstructing intelligible speech from the human auditory cortex
Auditory stimulus reconstruction is a technique that finds the best approximation of the
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …
Electroencephalography-based auditory attention decoding: Toward neurosteered hearing devices
S Geirnaert, S Vandecappelle… - IEEE Signal …, 2021 - ieeexplore.ieee.org
People suffering from hearing impairment often have difficulties participating in
conversations in so-called cocktail party scenarios where multiple individuals are …
conversations in so-called cocktail party scenarios where multiple individuals are …
[HTML][HTML] Decoding the auditory brain with canonical component analysis
The relation between a stimulus and the evoked brain response can shed light on
perceptual processes within the brain. Signals derived from this relation can also be …
perceptual processes within the brain. Signals derived from this relation can also be …
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 …
Comparison of two-talker attention decoding from EEG with nonlinear neural networks and linear methods
Auditory attention decoding (AAD) through a brain-computer interface has had a flowering of
developments since it was first introduced by Mesgarani and Chang (2012) using …
developments since it was first introduced by Mesgarani and Chang (2012) using …
Egocentric auditory attention localization in conversations
In a noisy conversation environment such as a dinner party, people often exhibit selective
auditory attention, or the ability to focus on a particular speaker while tuning out others …
auditory attention, or the ability to focus on a particular speaker while tuning out others …
Effects of sensorineural hearing loss on cortical synchronization to competing speech during selective attention
SA Fuglsang, J Märcher-Rørsted, T Dau… - Journal of …, 2020 - jneurosci.org
When selectively attending to a speech stream in multi-talker scenarios, low-frequency
cortical activity is known to synchronize selectively to fluctuations in the attended speech …
cortical activity is known to synchronize selectively to fluctuations in the attended speech …