Detecting depression using vocal, facial and semantic communication cues
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 …
A framework for biomarkers of COVID-19 based on coordination of speech-production subsystems
Goal: We propose a speech modeling and signal-processing framework to detect and track
COVID-19 through asymptomatic and symptomatic stages. Methods: The approach is based …
COVID-19 through asymptomatic and symptomatic stages. Methods: The approach is based …
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 …
Vocal biomarkers of depression based on motor incoordination
In Major Depressive Disorder (MDD), neurophysiologic changes can alter motor control [1,
2] and therefore alter speech production by influencing the characteristics of the vocal …
2] and therefore alter speech production by influencing the characteristics of the vocal …
Self-reported symptoms of depression and PTSD are associated with reduced vowel space in screening interviews
Reduced frequency range in vowel production is a well documented speech characteristic of
individuals with psychological and neurological disorders. Affective disorders such as …
individuals with psychological and neurological disorders. Affective disorders such as …
Tracking depression severity from audio and video based on speech articulatory coordination
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 …
Multimodal public speaking performance assessment
The ability to speak proficiently in public is essential for many professions and in everyday
life. Public speaking skills are difficult to master and require extensive training. Recent …
life. Public speaking skills are difficult to master and require extensive training. Recent …
Formant estimation and tracking: A deep learning approach
Formant frequency estimation and tracking are among the most fundamental problems in
speech processing. In the estimation task, the input is a stationary speech segment such as …
speech processing. In the estimation task, the input is a stationary speech segment such as …
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 …
On the relative importance of vocal source, system, and prosody in human depression
In Major Depressive Disorder (MDD), neurophysiologic changes can alter motor control
[1][2] and therefore alter speech production by influencing vocal fold motion (source), the …
[1][2] and therefore alter speech production by influencing vocal fold motion (source), the …