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 …
Use of speech analyses within a mobile application for the assessment of cognitive impairment in elderly people
A Konig, A Satt, A Sorin, R Hoory… - Current Alzheimer …, 2018 - ingentaconnect.com
Background: Various types of dementia and Mild Cognitive Impairment (MCI) are manifested
as irregularities in human speech and language, which have proven to be strong predictors …
as irregularities in human speech and language, which have proven to be strong predictors …
[PDF][PDF] Speech-Based Detection of Alzheimer's Disease in Conversational German.
The worldwide population is aging. With a larger population of elderly people, the numbers
of people affected by cognitive impairment such as Alzheimer's disease are growing …
of people affected by cognitive impairment such as Alzheimer's disease are growing …
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 …
[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 …
Generalized two-stage rank regression framework for depression score prediction from speech
This paper introduces a novel speech-based depression score prediction paradigm, the 2-
stage ranking prediction framework, and highlights the benefits it brings to depression …
stage ranking prediction framework, and highlights the benefits it brings to depression …
[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] Cognitive impairment prediction in the elderly based on vocal biomarkers
Remote, automated cognitive impairment (CI) diagnosis has the potential to facilitate care for
the elderly. Speech is easily collected over the phone and already some common cognitive …
the elderly. Speech is easily collected over the phone and already some common cognitive …
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 …