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


Kanji Okazaki, founder and CEO, RimTech (Danger Measurement Applied sciences Co. Ltd), Tokyo.

Nationwide A number of Sclerosis Society: “Speech Issues.”

Satrajit S. Ghosh, PhD, principal analysis scientist, McGovern Institute for Mind Analysis, Massachusetts Institute of Know-how, Cambridge; assistant professor of otolaryngology, Harvard Medical Faculty, Boston.

The Voice Basis.

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

Jim Harper, founder and chief working officer, Sonde Well being, Boston.

Reza Hosseini Ghomi, MD, neuropsychiatrist, College of Washington; chief medical officer, Mind Examine.

Alexander S. Younger, MD, professor and interim chair, psychiatry and biobehavioral sciences, and interim director, Semel Institute for Neuroscience & Human Habits, David Geffen Faculty of Drugs, College of California, Los Angeles.

Maria Espinola, PsyD, CEO, psychologist, and advisor, Institute for Well being Fairness and Innovation, Cincinnati.

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

PLOS One: “Medical State Monitoring in Severe Psychological Sickness Via Computational Evaluation of Speech.”

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

Mayo Clinic Proceedings: “Noninvasive Voice Biomarker Is Related With Incident Coronary Artery Illness Occasions at Observe-up.”

Journal of Voice: “Prediction and Estimation of Parkinson’s Illness Severity Based mostly on Voice Sign.”

Journal of Medical Drugs: “Detection of Minor and Main Melancholy by way of Voice as a Biomarker Utilizing Machine Studying.”

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

Information launch: “Cigna Launches World’s First Voice-Activated Stress Check.”

Information launch: “Eleos well being Raises $20 Million to Unlock In-session Habits Well being Voice Knowledge.”



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