What a Voice Analysis May Tell Us About Putin’s State of Mind

Kanji Okazaki, founder and CEO, RimTech (Risk Measurement Technologies Co. Ltd), Tokyo.

National Multiple Sclerosis Society: “Speech Problems.”

Satrajit S. Ghosh, PhD, principal analysis scientist, McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge; assistant professor of otolaryngology, Harvard Medical School, Boston.

The Voice Foundation.

Lillian Glass, PhD, communication and physique language professional, Los Angeles.

Jim Harper, founder and chief working officer, Sonde Health, Boston.

Reza Hosseini Ghomi, MD, neuropsychiatrist, University of Washington; chief medical officer, Brain Check.

Alexander S. Young, MD, professor and interim chair, psychiatry and biobehavioral sciences, and interim director, Semel Institute for Neuroscience & Human Behavior, David Geffen School of Medicine, University of California, Los Angeles.

Maria Espinola, PsyD, CEO, psychologist, and marketing consultant, Institute for Health Equity and Innovation, Cincinnati.

Laryngoscope Investigative Otolaryngology: “Automated evaluation of psychiatric issues utilizing speech: A scientific overview.”

PLOS One: “Clinical State Tracking in Serious Mental Illness Through Computational Analysis of Speech.”

The Mirror: “Vladimir Putin displaying ‘psychological instability’ with ‘excessive stress ranges’ in speeches.”

Mayo Clinic Proceedings: “Noninvasive Voice Biomarker Is Associated With Incident Coronary Artery Disease Events at Follow-up.”

Journal of Voice: “Prediction and Estimation of Parkinson’s Disease Severity Based on Voice Signal.”

Journal of Clinical Medicine: “Detection of Minor and Major Depression via Voice as a Biomarker Using Machine Learning.”

Depression & Anxiety: “Speech-based markers for posttraumatic stress dysfunction in US veterans,” “Automated voice biomarkers for despair signs utilizing a web-based cross-sectional information assortment initiative.”

News launch: “Cigna Launches World’s First Voice-Activated Stress Test.”

News launch: “Eleos well being Raises $20 Million to Unlock In-session Behavior Health Voice Data.”