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 …
Predicting changes in performance due to cognitive fatigue: A multimodal approach based on speech motor coordination and electrodermal activity
Objective Military job and training activities place significant demands on service
members'(SMs') cognitive resources, increasing risk of injury and degrading performance …
members'(SMs') cognitive resources, increasing risk of injury and degrading performance …
Predicting cognitive load and operational performance in a simulated marksmanship task
Modern operational environments can place significant demands on a service member's
cognitive resources, increasing the risk of errors or mishaps due to overburden. The ability to …
cognitive resources, increasing the risk of errors or mishaps due to overburden. The ability to …
Vocal markers of motor, cognitive, and depressive symptoms in Parkinson's disease
KM Smith, JR Williamson… - … Conference on Affective …, 2017 - ieeexplore.ieee.org
Patients with Parkinson's disease (PD) often suffer from cognitive impairment and
depression in addition to motor dysfunction. These non-motor symptoms may be challenging …
depression in addition to motor dysfunction. These non-motor symptoms may be challenging …
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 …
Prediction of mental effort derived from an automated vocal biomarker using machine learning in a large-scale remote sample
N Taptiklis, M Su, JH Barnett, C Skirrow… - Frontiers in Artificial …, 2023 - frontiersin.org
Introduction Biomarkers of mental effort may help to identify subtle cognitive impairments in
the absence of task performance deficits. Here, we aim to detect mental effort on a verbal …
the absence of task performance deficits. Here, we aim to detect mental effort on a verbal …
Recent innovations in voice assessment expected to impact the clinical management of voice disorders
JH Van Stan, DD Mehta, RE Hillman - … of the ASHA Special Interest Groups, 2017 - ASHA
This article provides a summary of some recent innovations in voice assessment expected to
have an impact in the next 5–10 years on how patients with voice disorders are clinically …
have an impact in the next 5–10 years on how patients with voice disorders are clinically …
Multimodal coordination measures to understand users and tasks
Physiological and behavioral measures allow computing devices to augment user
interaction experience by understanding their mental load. Current techniques often utilize …
interaction experience by understanding their mental load. Current techniques often utilize …
Noninvasive estimation of cognitive status in mild traumatic brain injury using speech production and facial expression
AC Lammert, JR Williamson, A Hess… - 2017 Seventh …, 2017 - ieeexplore.ieee.org
In civilian and military populations, there is strong need for objective, noninvasive
technologies in monitoring cognitive status associated with mild traumatic brain injury …
technologies in monitoring cognitive status associated with mild traumatic brain injury …
[PDF][PDF] Vocal biomarkers for cognitive performance estimation in a working memory task
The ability to non-invasively estimate cognitive fatigue and workload as contributing factors
to cognitive performance has value for planning and decision making surrounding human …
to cognitive performance has value for planning and decision making surrounding human …