[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 …

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 …

[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 …

[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 …

[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 …

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 …

Major depressive disorder discrimination using vocal acoustic features

T Taguchi, H Tachikawa, K Nemoto, M Suzuki… - Journal of affective …, 2018 - Elsevier
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 …

[HTML][HTML] Acoustic differences between healthy and depressed people: a cross-situation study

J Wang, L Zhang, T Liu, W Pan, B Hu, T Zhu - BMC psychiatry, 2019 - Springer
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 …

[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 …

[PDF][PDF] Glottal Source Features for Automatic Speech-Based Depression Assessment.

O Simantiraki, P Charonyktakis, A Pampouchidou… - …, 2017 - researchgate.net
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 …