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Peer-Reviewed Publication
Biol Psychiatry2026;100(2):160-169.July 15, 2026Journal Article

A Single, Interpretable Vocal Biomarker for Enriching Antipsychotic Clinical Trials.

Alex S Cohen1, Brian Kirkpatrick2, Mark Opler3, Kazunori Tatsumi4, Seema Bhat5, Laxminarayan Bhat5
1Department of Psychology, Louisiana State University, Baton Rouge, Louisiana; Center for Computation and Technology, Louisiana State University, Baton Rouge, Louisiana; Quantic Innovations, Inc., Benton, Arkansas. Electronic address: acohen@lsu.edu.
2Quantic Innovations, Inc., Benton, Arkansas; Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas.
3Clario, Inc., Philadelphia, Pennsylvania; The PANSS Institute, New York, New York.
4Clario, Inc., Philadelphia, Pennsylvania.
5Reviva Pharmaceuticals Inc., Cupertino, California.

Abstract

BACKGROUND: Speech latency, an objective measure of verbal response time, is sensitive to cognitive, social, and motivational factors and can be measured using recordings of psychiatric interviews. Emerging evidence suggests that it can be used to enrich participants in antidepressant clinical trials, resulting in nearly double the drug-placebo effect at half the sample size. Here, we evaluated wh…

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