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

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

National A number of Sclerosis Modern society: “Speech Issues.”

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

The Voice Basis.

Lillian Glass, PhD, conversation and physique language qualified, Los Angeles.

Jim Harper, founder and main running officer, Sonde Health, Boston.

Reza Hosseini Ghomi, MD, neuropsychiatrist, University of Washington chief healthcare officer, Brain Test.

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

Maria Espinola, PsyD, CEO, psychologist, and specialist, Institute for Overall health Equity and Innovation, Cincinnati.

Laryngoscope Investigative Otolaryngology: “Automatic evaluation of psychiatric issues making use of speech: A systematic critique.”

PLOS One particular: “Scientific Condition Monitoring in Significant Psychological Illness Via Computational Evaluation of Speech.”

The Mirror: “Vladimir Putin demonstrating ‘psychological instability’ with ‘high strain levels’ in speeches.”

Mayo Clinic Proceedings: “Noninvasive Voice Biomarker Is Connected With Incident Coronary Artery Condition Gatherings at Follow-up.”

Journal of Voice: “Prediction and Estimation of Parkinson’s Disease Severity Primarily based on Voice Sign.”

Journal of Medical Medication: “Detection of Slight and Main Despair through Voice as a Biomarker Working with Machine Understanding.”

Despair & Anxiety: “Speech-based markers for posttraumatic stress ailment in US veterans,” “Automatic voice biomarkers for despair indicators applying an online cross-sectional data collection initiative.”

News release: “Cigna Launches World’s First Voice-Activated Tension Check.”

News launch: “Eleos health and fitness Raises $20 Million to Unlock In-session Behavior Overall health Voice Details.”

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