Neural markers of speech comprehension: measuring EEG tracking of linguistic speech representations, controlling the speech acoustics

M Gillis, J Vanthornhout, JZ Simon… - Journal of …, 2021 - Soc Neuroscience
When listening to speech, our brain responses time lock to acoustic events in the stimulus.
Recent studies have also reported that cortical responses track linguistic representations of …

[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 …

Exploring neural tracking of acoustic and linguistic speech representations in individuals with post-stroke aphasia

J Kries, P De Clercq, M Gillis, J Vanthornhout… - bioRxiv, 2023 - biorxiv.org
Aphasia is a communication disorder that affects processing of language at different levels
(eg, acoustic, phonological, semantic). Neural tracking of continuous speech, such as a …

Heard or understood? Neural tracking of language features in a comprehensible story, an incomprehensible story and a word list

M Gillis, J Vanthornhout, T Francart - eneuro, 2023 - eneuro.org
Speech comprehension is a complex neural process on which relies on activation and
integration of multiple brain regions. In the current study, we evaluated whether speech …

[HTML][HTML] Improving the translation environment for professional translators

V Vandeghinste, T Vanallemeersch, L Augustinus… - Informatics, 2019 - mdpi.com
When using computer-aided translation systems in a typical, professional translation
workflow, there are several stages at which there is room for improvement. The SCATE …

Neural tracking of linguistic speech representations decreases with advancing age

M Gillis, J Kries, M Vandermosten, T Francart - bioRxiv, 2022 - biorxiv.org
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 …

Class-based LSTM Russian language model with linguistic information

I Kipyatkova, A Karpov - … of the Twelfth Language Resources and …, 2020 - aclanthology.org
In the paper, we present class-based LSTM Russian language models (LMs) with classes
generated with the use of both word frequency and linguistic information data, obtained with …

Information-weighted neural cache language models for asr

L Verwimp, J Pelemans… - 2018 IEEE Spoken …, 2018 - ieeexplore.ieee.org
Neural cache language models (LMs) extend the idea of regular cache language models by
making the cache probability dependent on the similarity between the current context and …

[PDF][PDF] Addressing Limitations of Language Models

L Verwimp - 2019 - lirias.kuleuven.be
The subject of this PhD thesis is language modeling–but what does that mean, building a
model that tries to capture a language? A language model tries to predict the patterns …