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 …

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 …

Towards automatic speech-language assessment for aphasia rehabilitation

D Le - 2017 - deepblue.lib.umich.edu
Speech-based technology has the potential to reinforce traditional aphasia therapy through
the development of automatic speech-language assessment systems. Such systems can …

[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 …

[HTML][HTML] NUVA: a naming utterance verifier for aphasia treatment

DS Barbera, M Huckvale, V Fleming, E Upton… - Computer Speech & …, 2021 - Elsevier
Anomia (word-finding difficulties) is the hallmark of aphasia, an acquired language disorder
most commonly caused by stroke. Assessment of speech performance using picture naming …

Word prediction in assistive technologies for aphasia rehabilitation using systemic functional grammar

C Sorna, R Steele, A Inoue - … 2009-2009 Annual Meeting of the …, 2009 - ieeexplore.ieee.org
This paper investigates the potential application of natural language processing techniques
in order to improve the effectiveness of assistive technologies in Aphasia rehabilitation …

Automatic quantitative analysis of spontaneous aphasic speech

D Le, K Licata, EM Provost - Speech Communication, 2018 - Elsevier
Spontaneous speech analysis plays an important role in the study and treatment of aphasia,
but can be difficult to perform manually due to the time consuming nature of speech …

[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 …

From concept to practice: a scoping review of the application of AI to aphasia diagnosis and management

A Adikari, N Hernandez, D Alahakoon… - Disability and …, 2024 - Taylor & Francis
Purpose Aphasia is an acquired communication disability resulting from impairments in
language processing following brain injury, most commonly stroke. People with aphasia …

[PDF][PDF] Automatic processing of clinical aphasia data collected during diagnosis sessions: challenges and prospects

C Kohlschein, D Klischies, T Meisen… - … Workshop RaPID-2 …, 2018 - aphasia.talkbank.org
Aphasia is an acquired language disorder, often resulting from a stroke, affecting nearly
580,000 people Europe alone each year (Huber et al., 2013). Depending on the type and …