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Voice Phenotyping and Vocal Biomarkers (40) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3432) mHealth for Data Collection and Research (1811) Digital Biomarkers and Digital Phenotyping (485) Ecological Momentary Assessment (EMA) (535) Affective Computing (39)

Published on in Vol 11 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/103398, first published .
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Digital Phenotyping of Voice Biomarkers for Psychological States in College Students: Longitudinal Mobile App Study

Digital Phenotyping of Voice Biomarkers for Psychological States in College Students: Longitudinal Mobile App Study

Authors of this article:

York Li1, 2 Author Orcid Image ;   Tara Maddala2 Author Orcid Image ;   Shreeya Behera2, 3 Author Orcid Image ;   Robert D Henry4, 5 Author Orcid Image ;   Adam Whitney2 Author Orcid Image ;   Jason Carlson2 Author Orcid Image ;   Jeremy P Jamieson6 Author Orcid Image
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