Research graph
References from Speech markers of depression: cross-sectional discrimination, longitudinal association, and treatment response prediction. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1097/01.moo.0000120304.58882.94
10.1097/01.moo.0000120304.58882.94 · External reference
Enriching word vectors with subword information
10.1162/tacl_a_00051 · 2017 · External reference
10.1016/j.jvoice.2025.05.002
10.1016/j.jvoice.2025.05.002 · External reference
10.3758/s13428-018-1077-9
10.3758/s13428-018-1077-9 · External reference
10.1016/j.jad.2021.05.115
10.1016/j.jad.2021.05.115 · External reference
Prevalence of suicidality in major depressive disorder: a systematic review and meta-analysis of comparative studies
10.3389/fpsyt.2021.690130 · 2021 · External reference
The role of voice acoustics in depression assessment: findings from bibliometric analysis, literature review, and meta-analysis
10.1155/da/5592230 · 2026 · External reference
10.3115/v1/d14-1082
10.3115/v1/d14-1082 · External reference
10.1176/appi.ps.201900295
10.1176/appi.ps.201900295 · External reference
Predicting outcomes of psychotherapy for depression with electronic health record data
2021 · External reference
10.1121/1.2997436
10.1121/1.2997436 · External reference
10.1017/s0033291718002301
10.1017/s0033291718002301 · External reference
Perceptual clauses as units of production in visual descriptions
10.1111/tops.12738 · 2025 · External reference
Equitability of depression screening after implementation of general adult screening in primary care
10.1001/jamanetworkopen.2022.27658 · 2022 · External reference
Unresolved reference
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Introducing Parselmouth: a Python interface to Praat
10.1016/j.wocn.2018.07.001 · 2018 · External reference
Acoustic features from speech as markers of depressive and manic symptoms in bipolar disorder: a prospective study
10.1111/acps.13735 · 2025 · External reference
The genealogy of major depression: symptoms and signs of melancholia from 1880 to 1900
10.1038/mp.2017.148 · 2017 · External reference
10.1046/j.1525-1497.2001.016009606.x
10.1046/j.1525-1497.2001.016009606.x · External reference
10.3758/s13428-012-0210-4
10.3758/s13428-012-0210-4 · External reference
10.1097/00005650-200412000-00006
10.1097/00005650-200412000-00006 · External reference
10.1038/s44184-023-00040-z
10.1038/s44184-023-00040-z · External reference
Performance of automatic speech analysis in detecting depression: systematic review and meta-analysis
10.2196/67802 · 2025 · External reference
10.1186/s12888-024-06253-6
10.1186/s12888-024-06253-6 · External reference
10.1001/archneurpsyc.1935.02250200049005
10.1001/archneurpsyc.1935.02250200049005 · External reference
10.1371/journal.pone.0034928
10.1371/journal.pone.0034928 · External reference
Voice acoustic measures of depression severity and treatment response collected via interactive voice response (IVR) technology
10.1016/j.jneuroling.2006.04.001 · 2007 · External reference
10.1016/j.biopsych.2012.03.015
10.1016/j.biopsych.2012.03.015 · External reference
10.1007/978-0-387-79948-3_876
10.1007/978-0-387-79948-3_876 · External reference
10.3115/v1/d14-1162
10.3115/v1/d14-1162 · External reference
Unresolved reference
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10.1007/978-0-387-79948-3_868
10.1007/978-0-387-79948-3_868 · External reference
10.1176/appi.ajp.163.11.1905
10.1176/appi.ajp.163.11.1905 · External reference
Validation of automated pipeline for the assessment of a motor speech disorder in amyotrophic lateral sclerosis (ALS)
10.1177/20552076231219102 · 2023 · External reference
Predicting outcomes of antidepressant treatment in community practice settings
10.1176/appi.ps.20230380 · 2024 · External reference
10.1001/jama.2024.5756
10.1001/jama.2024.5756 · External reference
Unresolved reference
External reference
10.1016/j.psychres.2026.117389
10.1016/j.psychres.2026.117389 · External reference
10.1121/1.397959
10.1121/1.397959 · External reference
10.3758/s13428-012-0314-x
10.3758/s13428-012-0314-x · External reference
Using speech recognition technology to investigate the association between timing-related speech features and depression severity
10.1371/journal.pone.0238726 · 2020 · External reference
Automatic temporal analysis of speech: a quick and objective pipeline for the assessment of overt stuttering
10.3758/s13428-025-02733-z · 2025 · External reference
Brain and blood biomarkers of major depressive disorder: a systematic review
10.1001/jamapsychiatry.2025.4613 · 2026 · External reference
Accelerated global burden of depressive disorders during the COVID-19 pandemic from 2019 to 2021
10.1038/s41598-025-93923-4 · 2025 · External reference
10.18653/v1/2022.acl-short.45
10.18653/v1/2022.acl-short.45 · External reference
