Detecting depression using vocal, facial and semantic communication cues
JR Williamson, E Godoy, M Cha… - Proceedings of the 6th …, 2016 - dl.acm.org
Major depressive disorder (MDD) is known to result in neurophysiological and
neurocognitive changes that affect control of motor, linguistic, and cognitive functions. MDD's …
neurocognitive changes that affect control of motor, linguistic, and cognitive functions. MDD's …
Vocal and facial biomarkers of depression based on motor incoordination and timing
In individuals with major depressive disorder, neurophysiological changes often alter motor
control and thus affect the mechanisms controlling speech production and facial expression …
control and thus affect the mechanisms controlling speech production and facial expression …
Tracking depression severity from audio and video based on speech articulatory coordination
JR Williamson, D Young, AA Nierenberg… - Computer Speech & …, 2019 - Elsevier
The ability to track depression severity over time using passive sensing of speech would
enable frequent and inexpensive monitoring, allowing rapid assessment of treatment …
enable frequent and inexpensive monitoring, allowing rapid assessment of treatment …
Assessment of speech and fine motor coordination in children with autism spectrum disorder
Autism Spectrum Disorder (ASD) is a developmental disorder characterized by difficulty in
communication, which includes a high incidence of speech production errors. We …
communication, which includes a high incidence of speech production errors. We …
Safeguarding athletes against head injuries through advances in technology: a scoping review of the uses of machine learning in the management of sports-related …
A Tjønndal, S Røsten - Frontiers in sports and active living, 2022 - frontiersin.org
Sports injury prevention is an important part of the athlete welfare and safeguarding
research field. In sports injury prevention, sport-related concussion (SRC) has proved to be …
research field. In sports injury prevention, sport-related concussion (SRC) has proved to be …
[PDF][PDF] Assessing Neuromotor Coordination in Depression Using Inverted Vocal Tract Variables.
Speech articulation is a complex activity that requires finely timed coordination across
articulators, ie, tongue, jaw, lips, and velum. In a depressed state involving psychomotor …
articulators, ie, tongue, jaw, lips, and velum. In a depressed state involving psychomotor …
[PDF][PDF] Segment-dependent dynamics in predicting parkinson's disease.
Early, accurate detection of Parkinson's disease may aid in possible intervention and
rehabilitation. Thus, simple noninvasive biomarkers are desired for determining severity. In …
rehabilitation. Thus, simple noninvasive biomarkers are desired for determining severity. In …
[PDF][PDF] Detection of Subclinical Mild Traumatic Brain Injury (mTBI) Through Speech and Gait.
Abstract Between 15% to 40% of mild traumatic brain injury (mTBI) patients experience
incomplete recoveries or provide subjective reports of decreased motor abilities, despite a …
incomplete recoveries or provide subjective reports of decreased motor abilities, despite a …
Continuous tbi monitoring from spontaneous speech using parametrized sinc filters and a cascading gru
A Ditthapron, AC Lammert… - IEEE Journal of Biomedical …, 2022 - ieeexplore.ieee.org
Traumatic Brain Injury (TBI) is caused by a head injury that affects the brain, impairing
cognitive and communication function and resulting in speech and language disorders. Over …
cognitive and communication function and resulting in speech and language disorders. Over …
Multimodal biomarkers to discriminate cognitive state
Multimodal biomarkers based on behavioral, neurophysiological, and cognitive
measurements have recently increased in popularity for the detection of cognitive stress and …
measurements have recently increased in popularity for the detection of cognitive stress and …