Voice Biomarkers

Voice Biomarkers

Current Status and Issues in the Development

Nakamura, Hiroyuki; Tokuno, Shinichi

Springer Nature Switzerland AG

04/2025

224

Dura

9789819631087

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1 Overview of Voice Biomarkers.- 2 Stress and Depressive Symptoms: Development of Psycho-analyzer.- 3 Stress and Depressive Symptoms: Development of MIMOSYS (Mind Monitoring System).- 4 Stress and Depressive Symptoms: Validation of MIMOSYS (engineering).- 5 Stress and Depressive Symptoms: Validation of MIMOSYS (clinical).- 6 Stress and Depressive Symptoms: Utilization of MIMOSYS.- 7 Depression: Jitter, Shimmer, HNR, Pitch Rate.- 8 Depression: Our Original Features.- 9 Depression: Machine learning.- 10 Depression: Logistic regression.- 11 Depression: Multiple regression.- 12 Bipolar disorder.- 13 PTSD.- 14 Parkinson's disease.- 15 Dementia.- 16 Differential Diagnosis.- 17 Sleep Apnea Syndrome.- 18 ADEL (Ankyloglossia with Deviation of the Epiglottis and Larynx).- 19 USV (Ultrasonic Vocalization).- 20 Driving.- 21 COVID- 19.

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Emotion Recognition;Mental status assessment;Voice pathophysiology;Mental health;Voice biomarker;Voice analysis;Speech Analysis;Mimosys;Depression;Dementia;Parkinson's disease