Takeshi Takano, Ph.D.

Postdoctoral Fellow

Personal Statement:

I am a postdoctoral research fellow in the laboratory of Dr. Noboru Hiroi.

My research theme is computational analysis of mouse and human babies’ vocalization. The target disease is Autism. My goal will be not only to detect the disease but to predict Autism tendencies. My research aims to be an early detection tool for Autism in the future.

Education

2023 Ph.D., The University of Tokyo, Tokyo, Japan
2005 B.A., Tokyo Institute of Technology, Tokyo, Japan

Research

Driver state

Voice biomarker

Speech emotion recognition

Depression

MCI/Dementia

Publications

Takano T, Mizuguchi D, Omiya Y, Higuchi M, Nakamura M, Shinohara S, Mitsuyoshi S, Saito T, Yoshino A, Toda H, Tokuno S. Estimating Depressive Symptom Class from Voice. International Journal of Environmental Research and Public Health. 2023; 20(5):3965. https://doi.org/10.3390/ijerph20053965

Higuchi M, Nakamura M, Shinohara S, Omiya Y, Takano T, Mizuguchi D, Sonoda N, Toda S, Saito T, So M, Takayama E, Terashi H, Mitsuyoshi S, Tokuno S. Detection of Major Depressive Disorder Based on a Combination of Voice Features: An Exploratory Approach. Int J Environ Res Public Heal 2022, Vol 19, Page 11397

Tokuno S, Omiya Y, Takano T, Higuchi M, Nakamura M, Shinohara S, Mitsuyoshi S, Chung UT/Tei U. Social Impact Analysis by Smart Phone Voice. ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 9 (1) 2020; 23-28

Shinohara S, Toda H, Nakamura M, Omiya Y, Higuchi M, Takano T, Saito T, Tanichi M, Boku S, Mitsuyoshi S, So M, Yoshino A, Tokuno S. Evaluation of the severity of major depression using a voice index for emotional arousal, Sensors (Switzerland), 2020, 20(18), pp. 1-14, 5041 (2020. 9)

Higuchi M, Nakamura M, Shinohara S, Omiya Y, Takano T, Mitsuyoshi S, Tokuno S. Effectiveness of a Voice-Based Mental Health Evaluation System for Mobile Devices: Prospective Study. JMIR Form Res; 4(7), e16455 (2020. 7)

Omiya Y, Hagiwara N, Takano T, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Toda H, Tokuno S. Difference in Speech Analysis Results by Coding, Advances in Science, Technology and Engineering Systems Journal Vol. 3, No. 5, 488-491 (2018.10)

Higuchi M, Shinohara S, Nakamura M, Omiya Y, Hagiwara N, Takano T, Mitsuyoshi S, Tokuno S, Study on Indicators for Depression in the Elderly Using Voice and Attribute Information. Communications in Computer and Information Science, 869, 127-146, (2018.6)

Higuchi M, Shinohara S, Nakamura M, Omiya Y, Hagiwara N, Takano T, Mitsuyoshi S, Tokuno S, Accuracy Evaluation for Mental Health Indicator Based on Vocal Analysis in Noisy Environments. Journal of Information and Communication Engineering (JICE), 4(1): 217-222, (2018.04)

Higuchi M, Tokuno S, Nakamura M, Shinohara S, Mitsuyoshi S, Omiya Y, Hagiwara N, Takano T, Toda H, Saito T, Terashi H, Mitoma H, Classification of Bipolar Disorder, Major Depressive Disorder and Healthy State Using Voice, Asian J Pharm Clin Res, Vol 11, Special issue 3, 89-93, 2018

Shinohara S, Omiya Y, Hagiwara N, Nakamura M, Higuchi M, Kirita T, Takano T, Mitsuyoshi S, Tokuno S. Case Studies of Utilization of the Mind Monitoring System (MIMOSYS) Using Voice and Its Future Prospects. ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 7 (1) 2017; 7-12

Higuchi M, Yamamoto I, Omiya Y, Shinohara S, Nakamura M, Hagiwara H, Takano T, Mitsuyoshi S, Tokuno S. Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies. ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 7 (1) 2017; 13-18