Neural tracking as a diagnostic tool to assess the auditory pathway

M Gillis, J Van Canneyt, T Francart, J Vanthornhout - Hearing Research, 2022 - Elsevier
When a person listens to sound, the brain time-locks to specific aspects of the sound. This is
called neural tracking and it can be investigated by analysing neural responses (eg …

Objective evidence of temporal processing deficits in older adults

S Anderson, H Karawani - Hearing research, 2020 - Elsevier
The older listener's ability to understand speech in challenging environments may be
affected by impaired temporal processing. This review summarizes objective evidence of …

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 …

[HTML][HTML] Neural tracking of linguistic and acoustic speech representations decreases with advancing age

M Gillis, J Kries, M Vandermosten, T Francart - NeuroImage, 2023 - Elsevier
Background: Older adults process speech differently, but it is not yet clear how aging affects
different levels of processing natural, continuous speech, both in terms of bottom-up acoustic …

[HTML][HTML] Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception

E Ceolini, J Hjortkjær, DDE Wong, J O'Sullivan… - NeuroImage, 2020 - Elsevier
Hearing-impaired people often struggle to follow the speech stream of an individual talker in
noisy environments. Recent studies show that the brain tracks attended speech and that the …

[HTML][HTML] Speech intelligibility changes the temporal evolution of neural speech tracking

YP Chen, F Schmidt, A Keitel, S Rösch, A Hauswald… - NeuroImage, 2023 - Elsevier
Listening to speech with poor signal quality is challenging. Neural speech tracking of
degraded speech has been used to advance the understanding of how brain processes and …

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 …

Neural encoding of linguistic speech cues is unaffected by cognitive decline, but decreases with increasing hearing impairment

E Bolt, N Giroud - Scientific Reports, 2024 - nature.com
The multivariate temporal response function (mTRF) is an effective tool for investigating the
neural encoding of acoustic and complex linguistic features in natural continuous speech. In …

End-to-end brain-driven speech enhancement in multi-talker conditions

M Hosseini, L Celotti, E Plourde - IEEE/ACM Transactions on …, 2022 - ieeexplore.ieee.org
Single-channel speech enhancement algorithms have seen great improvements over the
past few years. Despite these improvements, they still lack the efficiency of the auditory …

Neural representation of linguistic feature hierarchy reflects second-language proficiency

GM Di Liberto, J Nie, J Yeaton, B Khalighinejad… - NeuroImage, 2021 - Elsevier
Acquiring a new language requires individuals to simultaneously and gradually learn
linguistic attributes on multiple levels. Here, we investigated how this learning process …