Automatic assessment of speech intelligibility for individuals with aphasia

D Le, K Licata, C Persad… - IEEE/ACM transactions on …, 2016 - ieeexplore.ieee.org
Traditional in-person therapy may be difficult to access for individuals with aphasia due to
the shortage of speech-language pathologists and high treatment cost. Computerized …

Aphasic speech recognition using a mixture of speech intelligibility experts

M Perez, Z Aldeneh, EM Provost - arXiv preprint arXiv:2008.10788, 2020 - arxiv.org
Robust speech recognition is a key prerequisite for semantic feature extraction in automatic
aphasic speech analysis. However, standard one-size-fits-all automatic speech recognition …

Combining phonological and acoustic ASR-free features for pathological speech intelligibility assessment

C Middag, T Bocklet, JP Martens… - 12th Annual conference of …, 2011 - biblio.ugent.be
Intelligibility is widely used to measure the severity of articulatory problems in pathological
speech. Recently, a number of automatic intelligibility assessment tools have been …

Computer-mediated assessment of intelligibility in aphasia and apraxia of speech

KL Haley, H Roth, E Grindstaff, A Jacks - Aphasiology, 2011 - Taylor & Francis
Background: Previous work indicates that single-word intelligibility tests developed for
dysarthria are sensitive to segmental production errors in aphasic individuals with and …

Automatic analysis of speech quality for aphasia treatment

D Le, K Licata, E Mercado, C Persad… - … on Acoustics, Speech …, 2014 - ieeexplore.ieee.org
Aphasia is a common language disorder which can severely affect an individual's ability to
communicate with others. Aphasia rehabilitation requires intensive practice accompanied by …

A novel approach for intelligibility assessment in dysarthric subjects

A Tripathi, S Bhosale… - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Dysarthria is a motor speech impairment caused by muscle weakness. Individuals, with this
condition, are unable to control rapid movement of the velum leading to reduction in …

Automatic intelligibility classification of sentence-level pathological speech

J Kim, N Kumar, A Tsiartas, M Li… - Computer speech & …, 2015 - Elsevier
Pathological speech usually refers to the condition of speech distortion resulting from
atypicalities in voice and/or in the articulatory mechanisms owing to disease, illness or other …

[PDF][PDF] Intelligibility of disordered speech: Global and detailed scores

MS Ganzeboom, M Bakker, C Cucchiarini, H Strik - 2016 - repository.ubn.ru.nl
Measuring the intelligibility of disordered speech is a common practice in both clinical and
research contexts. Over the years various methods have been proposed and studied …

Pathological speech intelligibility assessment based on the short-time objective intelligibility measure

P Janbakhshi, I Kodrasi… - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Impaired speech intelligibility in motor speech disorders arising due to neurological
diseases negatively affects the communication ability and quality of life of patients. Reliable …

Intelligibility assessment and speech recognizer word accuracy rate prediction for dysarthric speakers in a factor analysis subspace

D Martínez, E Lleida, P Green, H Christensen… - ACM Transactions on …, 2015 - dl.acm.org
Automated intelligibility assessments can support speech and language therapists in
determining the type of dysarthria presented by their clients. Such assessments can also …