Transfer learning to detect parkinson's disease from speech in different languages using convolutional neural networks with layer freezing

CD Rios-Urrego, JC Vásquez-Correa… - … Conference on Text …, 2020 - Springer
Parkinson's Disease is a neurodegenerative disorder characterized by motor symptoms
such as resting tremor, bradykinesia, rigidity and freezing of gait. The most common …

Speech rate treatments for individuals with dysarthria: A tutorial

PG Blanchet, GJ Snyder - Perceptual and motor skills, 2010 - journals.sagepub.com
Research confirms the long-standing clinical observation that patients with dysarthria exhibit
variability in speech rate. Thus, modifying speech rate has been documented as one of the …

Changes in voice quality after speech-language therapy intervention in older children with cerebral palsy

N Miller, L Pennington, S Robson, E Roelant… - Folia Phoniatrica et …, 2014 - karger.com
Objective: We examined whether perceived voice quality is altered in a group of children
with cerebral palsy (CP) following an intervention focusing on respiration and phonation …

Contributions of Speech Timing and Articulatory Precision to Listener Perceptions of Intelligibility and Naturalness in Parkinson's Disease

SA Frankford, A Estrada, CE Stepp - Journal of Speech, Language …, 2024 - pubs.asha.org
Purpose: Parkinson's disease (PD) results in hypokinetic dysarthria in as many as 90% of
cases. Among the most distinctive features of hypokinetic dysarthria are atypical timing and …

A music therapy treatment protocol for acquired dysarthria rehabilitation

J Tamplin, D Grocke - Music Therapy Perspectives, 2008 - academic.oup.com
Dysarthria is a common form of speech impairment, affecting 20–50% of stroke patients and
10–60% of traumatic brain injury patients (Sellars, Hughes, & Langhorne, 2002). Very little …

Rhythmic speech cueing (RSC)

S Mainka, G Mallien - Handbook of neurologic music therapy, 2014 - books.google.com
In rhythmic speech cueing (RSC), speech rate control via auditory rhythm is used to improve
temporal characteristics such as fluency, articulatory rate, pause time, and intelligibility of …

Speech rate mediated vowel and stop voicing distinctiveness in Parkinson's disease

T Knowles, SG Adams, M Jog - Journal of Speech, Language, and Hearing …, 2021 - ASHA
Purpose The purpose of this study was to quantify changes in acoustic distinctiveness in two
groups of talkers with Parkinson's disease as they modify across a wide range of speaking …

Functional Role of Temporal Patterning of Articulation in Speech Production: A Novel Perspective Toward Global Timing–Based Motor Speech Assessment and …

P Rong, L Heidrick - Journal of Speech, Language, and Hearing Research, 2022 - ASHA
Purpose: This study aimed to (a) relate temporal patterning of articulation to functional
speech outcomes in neurologically healthy and impaired speakers,(b) identify changes in …

Changes in speech production associated with alphabet supplementation

KC Hustad, J Lee - 2008 - ASHA
Purpose This study examined the effect of alphabet supplementation (AS) on temporal and
spectral features of speech production in individuals with cerebral palsy and dysarthria …

Personal factors understood through the ecological-enactive model of disability and implications for rehabilitation research

SM Schwab, C Spencer, NS Carver… - Frontiers in …, 2022 - frontiersin.org
The International Classification of Functioning, Disability and Health (ICF) recognizes that
disability arises from the interaction between an individual with a medical condition and the …