[HTML][HTML] Bio-acoustic features of depression: A review
SA Almaghrabi, SR Clark, M Baumert - Biomedical Signal Processing and …, 2023 - Elsevier
Speech carries essential information about the speaker's physiology and possible
pathophysiological conditions. Bio-acoustic voice qualities show promising value for …
pathophysiological conditions. Bio-acoustic voice qualities show promising value for …
Speech as a biomarker for depression
S Koops, SG Brederoo, JN de Boer… - CNS & Neurological …, 2023 - ingentaconnect.com
Background: Depression is a debilitating disorder that at present lacks a reliable biomarker
to aid in diagnosis and early detection. Recent advances in computational analytic …
to aid in diagnosis and early detection. Recent advances in computational analytic …
[HTML][HTML] Phonologically-based biomarkers for major depressive disorder
AC Trevino, TF Quatieri, N Malyska - EURASIP Journal on Advances in …, 2011 - Springer
Of increasing importance in the civilian and military population is the recognition of major
depressive disorder at its earliest stages and intervention before the onset of severe …
depressive disorder at its earliest stages and intervention before the onset of severe …
[HTML][HTML] Detection of major depressive disorder using vocal acoustic analysis and machine learning—an exploratory study
CW Espinola, JC Gomes, JMS Pereira… - Research on Biomedical …, 2021 - Springer
Purpose Diagnosis and treatment in psychiatry are still highly dependent on reports from
patients and on clinician judgment. This fact makes them prone to memory and subjectivity …
patients and on clinician judgment. This fact makes them prone to memory and subjectivity …
[HTML][HTML] Vocal acoustic features as potential biomarkers for identifying/diagnosing depression: a cross-sectional study
Q Zhao, HZ Fan, YL Li, L Liu, YX Wu, YL Zhao… - Frontiers in …, 2022 - frontiersin.org
Background At present, there is no established biomarker for the diagnosis of depression.
Meanwhile, studies show that acoustic features convey emotional information. Therefore …
Meanwhile, studies show that acoustic features convey emotional information. Therefore …
Vocal acoustic biomarkers of depression severity and treatment response
JC Mundt, AP Vogel, DE Feltner, WR Lenderking - Biological psychiatry, 2012 - Elsevier
BACKGROUND: Valid, reliable biomarkers of depression severity and treatment response
would provide new targets for clinical research. Noticeable differences in speech production …
would provide new targets for clinical research. Noticeable differences in speech production …
Major depressive disorder discrimination using vocal acoustic features
Background The voice carries various information produced by vibrations of the vocal cords
and the vocal tract. Though many studies have reported a relationship between vocal …
and the vocal tract. Though many studies have reported a relationship between vocal …
[HTML][HTML] Acoustic differences between healthy and depressed people: a cross-situation study
Background Abnormalities in vocal expression during a depressed episode have frequently
been reported in people with depression, but less is known about if these abnormalities only …
been reported in people with depression, but less is known about if these abnormalities only …
[HTML][HTML] Fast and accurate assessment of depression based on voice acoustic features: a cross-sectional and longitudinal study
Y Wang, L Liang, Z Zhang, X Xu, R Liu, H Fang… - Frontiers in …, 2023 - frontiersin.org
Background Depression is a widespread mental disorder that affects a significant portion of
the population. However, the assessment of depression is often subjective, relying on …
the population. However, the assessment of depression is often subjective, relying on …
[PDF][PDF] Glottal Source Features for Automatic Speech-Based Depression Assessment.
Depression is one of the most prominent mental disorders, with an increasing rate that
makes it the fourth cause of disability worldwide. The field of automated depression …
makes it the fourth cause of disability worldwide. The field of automated depression …