[PDF][PDF] Modeling pronunciation, rhythm, and intonation for automatic assessment of speech quality in aphasia rehabilitation
D Le, EM Provost - Fifteenth Annual Conference of the International …, 2014 - isca-archive.org
Patients with aphasia often have impaired speech-language production skills, resulting in
tremendous difficulties in tasks that require verbal communication. To facilitate rehabilitation …
tremendous difficulties in tasks that require verbal communication. To facilitate rehabilitation …
Identifying mild cognitive impairment and mild Alzheimer's disease based on spontaneous speech using ASR and linguistic features
Alzheimer's disease (AD) is a neurodegenerative disorder that develops for years before
clinical manifestation, while mild cognitive impairment is clinically considered as a …
clinical manifestation, while mild cognitive impairment is clinically considered as a …
An assessment of paralinguistic acoustic features for detection of Alzheimer's dementia in spontaneous speech
Speech analysis could provide an indicator of Alzheimer's disease and help develop clinical
tools for automatically detecting and monitoring disease progression. While previous studies …
tools for automatically detecting and monitoring disease progression. While previous studies …
[PDF][PDF] Automatic speech recognition in the diagnosis of primary progressive aphasia
Narrative speech can provide a valuable source of information about an individual's
linguistic abilities across lexical, syntactic, and pragmatic levels. However, analysis of …
linguistic abilities across lexical, syntactic, and pragmatic levels. However, analysis of …
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 …
the shortage of speech-language pathologists and high treatment cost. Computerized …
Identification of affective state change in adults with aphasia using speech acoustics
Purpose The current study aimed to identify objective acoustic measures related to affective
state change in the speech of adults with post-stroke aphasia. Method The speech of 20 post …
state change in the speech of adults with post-stroke aphasia. Method The speech of 20 post …
Automated speech recognition in adult stroke survivors: Comparing human and computer transcriptions
Objective: Speech sound errors are common in people with a variety of communication
disorders and can result in impaired message transmission to listeners. Valid and reliable …
disorders and can result in impaired message transmission to listeners. Valid and reliable …
Automatic detection of cognitive impairments through acoustic analysis of speech
R Nagumo, Y Zhang, Y Ogawa… - Current Alzheimer …, 2020 - ingentaconnect.com
Background: Early detection of mild cognitive impairment is crucial in the prevention of
Alzheimer's disease. The aim of the present study was to identify whether acoustic features …
Alzheimer's disease. The aim of the present study was to identify whether acoustic features …
An efficient deep learning based method for speech assessment of mandarin-speaking aphasic patients
SS Mahmoud, A Kumar, Y Tang, Y Li… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Speech assessment is an important part of the rehabilitation process for patients with
aphasia (PWA). Mandarin speech lucidity features such as articulation, fluency, and tone …
aphasia (PWA). Mandarin speech lucidity features such as articulation, fluency, and tone …
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques
Reliably distinguishing patients with verbal impairment due to brain damage, eg aphasia,
cognitive communication disorder (CCD), from healthy subjects is an important challenge in …
cognitive communication disorder (CCD), from healthy subjects is an important challenge in …