Assistive Completion of Agrammatic Aphasic Sentences: A Transfer Learning Approach using Neurolinguistics-based Synthetic Dataset

R Misra, SS Mishra, TK Gandhi - arXiv preprint arXiv:2211.05557, 2022 - arxiv.org
Damage to the inferior frontal gyrus (Broca's area) can cause agrammatic aphasia wherein
patients, although able to comprehend, lack the ability to form complete sentences. This …

Assistive Completion of Agrammatic Aphasic Sentences: Amalgamation of NLP and Neurolinguistics-based Synthetic Dataset

R Misra, SS Mishra, TK Gandhi - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Damage to the inferior frontal gyrus (Broca's area) can cause agrammatic aphasia wherein
patients, although able to comprehend, lack the ability to form complete sentences. This …

[PDF][PDF] Morphosyntactic production in agrammatic aphasia: A cross-linguistic machine learning approach

V Fyndanis, C Themistocleous - Frontiers in Human Neuroscience, 2018 - researchgate.net
Methods: We collapsed the datasets of the 24 Greek-, German-, and Italian-speaking PWA
underlying Fyndanis et al.'s (2017) study, added the data of two more Greekspeaking PWA …

Towards A Neural Machine Translation Proposal to Help Everyday Communication for People with Broca's Aphasia

M Belgoumri, C Zakaria, D Langlois… - New Trends in Translation …, 2024 - hal.science
Stroke is among the most common causes of death and disability worldwide. More than 12
million people suffer from a stroke every year, 4 million of whom develop an aphasia …

Language rehabilitation of people with BROCA aphasia using deep neural machine translation

K Smaïli, D Langlois, P Pribil - Fifth International Conference on …, 2022 - hal.science
More than 13 million people suffer a stroke each year. Aphasia is known as a language
disorder usually caused by a stroke that damages a specific area of the brain that controls …

[PDF][PDF] Proof of clinical feasibility of natural language learning with machines

M Mulye, S Conrad, S Knecht - 2024 - ceur-ws.org
Aphasia is a condition resulting from a stroke or injury to the brain. This condition renders
the patient unable to use language efficiently. Machine learning and artificial intelligence …

Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework

P De Clercq, C Puffay, J Kries, H Van Hamme… - arXiv preprint arXiv …, 2024 - arxiv.org
Aphasia, a language disorder primarily caused by a stroke, is traditionally diagnosed using
behavioral language tests. However, these tests are time-consuming, require manual …

[PDF][PDF] An analysis of discourse presented in transcripts of the Cinderella story retold from memory by aphasic and neurotypical speakers

B Griswold, K Arehart… - Undergraduate Honors …, 2017 - scholar.colorado.edu
Background: People with aphasia (PWA) experience a range of communication difficulties.
Communicative deficits typically include problems with connected speech, or discourse …

[HTML][HTML] Mapping spoken language and cognitive deficits in post-stroke aphasia

H Akkad, TMH Hope, C Howland, S Ondobaka… - NeuroImage: Clinical, 2023 - Elsevier
Aphasia is an acquired disorder caused by damage, most commonly due to stroke, to brain
regions involved in speech and language. While language impairment is the defining …

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 …