Multimodal speech biomarkers for remote monitoring of ALS disease progression
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that
severely impacts affected persons' speech and motor functions, yet early detection and …
severely impacts affected persons' speech and motor functions, yet early detection and …
Which aspects of motor speech disorder are captured by Mel Frequency Cepstral Coefficients? Evidence from the change in STN-DBS conditions in Parkinson's …
One of the most popular speech parametrizations for dysarthria has been Mel Frequency
Cepstral Coefficients (MFCCs). Although the MFCCs ability to capture vocal tract …
Cepstral Coefficients (MFCCs). Although the MFCCs ability to capture vocal tract …
[PDF][PDF] When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do
V Ramanarayanan, D Pautler, L Arbatti… - Proc …, 2023 - vikramr.com
We present a unified multimodal dialog platform for the remote assessment and monitoring
of patients' neurological and mental health. Tina, a virtual agent, guides participants through …
of patients' neurological and mental health. Tina, a virtual agent, guides participants through …
Detection and Characterization of Autism Spectrum Disorder and Parkinson's Disease Utilizing Measures of Speech-and Fine-Motor Coordination
T Talkar - 2023 - search.proquest.com
Neurological disorders such as Autism Spectrum Disorder (ASD) and Parkinson's Disease
(PD) are typically associated with observed motor difficulties in speech production and in …
(PD) are typically associated with observed motor difficulties in speech production and in …
Listener effort quantifies clinically meaningful progression of dysarthria in people living with amyotrophic lateral sclerosis
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative motor neuron disease that
causes progressive muscle weakness. Progressive bulbar dysfunction causes dysarthria …
causes progressive muscle weakness. Progressive bulbar dysfunction causes dysarthria …
[PDF][PDF] Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences
Speech biomarkers have shown promise for the remote assessment of ALS. However, to
demonstrate clinical utility at tracking longitudinal progress of the disease, one needs to …
demonstrate clinical utility at tracking longitudinal progress of the disease, one needs to …
Digital markers of motor speech impairments in spontaneous speech of patients with ALS-FTD spectrum disorders
S Shellikeri, S Cho, S Ash… - … Lateral Sclerosis and …, 2024 - Taylor & Francis
Objective To evaluate automated digital speech measures, derived from spontaneous
speech (picture descriptions), in assessing bulbar motor impairments in patients with ALS …
speech (picture descriptions), in assessing bulbar motor impairments in patients with ALS …
[HTML][HTML] Global Perspectives on the Management of Primary Progressive Aphasia
Speech-language therapists/pathologists (SLT/Ps) are key professionals in the management
and treatment of primary progressive aphasia (PPA), however, there are gaps in education …
and treatment of primary progressive aphasia (PPA), however, there are gaps in education …
Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis
Multiple speech biomarkers have been shown to carry useful information regarding
Amyotrophic Lateral Sclerosis (ALS) pathology. We propose a two-step framework to …
Amyotrophic Lateral Sclerosis (ALS) pathology. We propose a two-step framework to …
[PDF][PDF] Harnessing Speech Technology for Mental Health Assessment and Detection
C Bhat, SK Kopparapu - … SMM23, Workshop on Speech, Music and …, 2023 - isca-archive.org
One in eight people world wide live with some kind of mental disorder which results in
significant disturbances in their thinking and emotional behaviour. While effective prevention …
significant disturbances in their thinking and emotional behaviour. While effective prevention …