東京大学 道徳感情数理工学(2017-継続中)

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社会連携講座である東京大学工学部道徳感情数理工学講座にて、ロボットやAIに意志(欲動・意欲)や超自我(モラル・道徳)による判断力を持たせる研究を行っております。共同研究の成果は下記の通りです。

学術論文

  1. Masakazu Higuchi, Shuji Shinohara, Mitsuteru Nakamura, Yasuhiro Omiya, Naoki Hagiwara, Takeshi Takano, Shunji Mitsuyoshi, and Shinichi Tokuno, 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)
  2. 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
  3. 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.
  4. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Tokuno S., Difference in Voice Analysis Result by Pre and Post Processing of Telephone Line. Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:242-245.

国際会議

  1. Masakazu Higuchi, Shuji Shinohara, Mitsuteru Nakamura, Yasuhiro Omiya, Naoki Hagiwara, Takeshi Takano, Hiroyuki Toda, Taku Saito, Hiroo Terashi, Hiroshi Mitoma, Shunji Mitsuyoshi, Shinichi Tokuno, Voice-Based Emotion Model for Identifying Major Depression, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  2. Tomoki Uraguchi, Shuji Shinohara, Aurelian Denis NEGREA, Marian Țaicu, Gheorghe Săvoiu, Yasuhiro Omiya, Mitsuteru Nakamura, Masakazu Higuchi, Takeshi Takano, Naoki Hagiwara, Shunji Mitsuyoshi, Shinichi Tokuno, Evaluation of Mind Monitoring System (MIMOSYS) by Subjects with Romanian and Russian As Their Native Language, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  3. Omiya, N. Hagiwara, T. Takano, S. Shinohara, M. Nakamura, M. Higuchi, S. Mitsuyoshi, E. Takayama, H. Terashi, H. Mitoma, H. Toda, T. Saito, S. Tokuno., An experiment to distinguish between Parkinson’s disease and major depression using voice, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  4. Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Masakazu Higuchi, Naoki Hagiwara, Takeshi Takano, Shunji Mitsuyoshi, Yuki Nozaki, Miki Yoshitake, Nobuo Sanjo, Shinichi Tokuno, Feasibility Study on Screening for Dementia Using Voice Analysis, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  5. Shuji Shinohara, Denis NEGREA Aurelian, Marian Țaicu, Gheorghe Săvoiu, Yasuhiro Omiya, Mitsuteru Nakamura, Masakazu Higuchi, Takeshi Takano, Naoki Hagiwara, Shunji Mitsuyoshi, Shinichi Tokuno, Evaluation of Suicidal Ideation Based on the Pitch Detection Rate, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  6. Yasuhiro Omiya, Naoki Hagiwara, Shuji Shinohara, Mitsuteru Nakamura, Masakazu Higuchi, Shunji Mitsuyoshi, Eiji Takayama, and Shinichi Tokuno., The influence of the voice acquisition method to the mental health state estimation based on vocal analysis, IUPESM2018, (Praha), 2018.6.3-8. (Accepted)
  7. Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Shunji Mitsuyoshi, Masakazu Higuchi, Naoki Hagiwara, Takeshi Takano, Hirosuke Danno, Shun-ichi Tanaka and Shinichi Tokuno, Feasibility study of evaluation of therapeutic effect for sleep apnea syndrome using mental healthiness evaluated from voice, IUPESM2018, (Praha), 2018.6.3-8. (Accepted)
  8. 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, 8th International Conference on Biomedical Engineering and Technology (ICBET 2018), (Bali) 2018.4.23-25.
  9. Higuchi M, Shinohara S, Nakamura M, Mitsuyoshi M, Omiya Y, Hagiwara N, Takano T, Tokuno S., An Effect of Noise on Mental Health Indicator using Voice, International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS) 2017, (Okinawa).2017.11.24-26.
  10. Omiya Y, Hagiwara N, Takano T, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Tokuno S., Difference in Speech Analysis Results by Compression. International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS) 2017, (Okinawa).2017.11.24-26.
  11. Shinohara S, Omiya Y, Nakamura M, Higuchi M, Hagiwara N, Takano T, Toda H, Saito T, Tanichi M , Yoshino A, Mitsuyoshi S, Tokuno S, Major depression index derived from the relationship between hurst exponent and zero crossing rate in voice. Neuroscience 2017 (Washington) 2017.11.11-15.
  12. Omiya Y, Shinohara S, Higuchi M, Nakamura M, Mitsuyoshi S, Yamamoto I, Tokuno S, Stress evaluation using voice in dental identification work of dead body. Neuroscience 2017 (Washington) 2017.11.11-15.
  13. 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. International Workshop EDEN (Exploratory Domains of Econophysics News) – IX (Pitesity), 2017.10.14.
  14. 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. International Workshop EDEN (Exploratory Domains of Econophysics News) – IX (Pitesity), 2017.10.14.
  15. M Nakamura, Y Omiya, S Shinohara, S Mitsuyoshi, M Higuchi, N Hagiwara, T Takano, H Toda, T Saito, M Tanichi, A Yoshino, S Tokuno, Feasibility study of classifying major depressive disorder and bipolar disorders using voice features, XVII World Congress of Psychiatry (Berlin) 2017.10.8-12.

学会発表

  1. 樋口政和, 三浦勇太, 篠原修二, 中村光晃, 大宮康宏, 萩原直樹, 髙野毅, 光吉俊二, 徳野慎一, 産業現場におけるメンタルヘルスケアのための音声を用いた心の健康状態測定の検証,第91回日本産業衛生学会, (熊本) 2018.5.16-19.
  2. 大宮康宏, 萩原直樹, 中村光晃, 篠原修二, 樋口政和, 髙野毅, 光吉俊二, 高山英次, 徳野慎一,音声を用いたメンタルヘルス状態計測における年齢及び性別の影響の検証,第91回日本産業衛生学会, (熊本) 2018.5.16-19.
  3. 髙野毅, 大宮康宏, 萩原直樹, 篠原修二, 中村光晃, 樋口政和, 光吉俊二, 徳野慎一,走行中の自動車騒音が感情やストレス状態の推定に有用な音声構造解析に与える影響, HCGシンポジウム2017 (金沢), 2017.12.13-15.
  4. 大宮康宏, 萩原直樹, 髙野毅, 篠原修二, 中村光晃, 樋口政和, 光吉俊二, 徳野慎一., 電話回線におけるコーデックが通話音声による健康状態推定に及ぼす影響, HCGシンポジウム2017 (金沢), 2017.12.13-15.
  5. 篠原修二, 大宮康宏, 中村光晃, 樋口政和, 萩原直樹, 髙野毅, 光吉俊二, 徳野慎一., 音声指標によるパーキンソン病患者とうつ病患者と健常者の鑑別, HCGシンポジウム2017 (金沢), 2017.12.13-15.
  6. 大宮康宏, 萩原直樹, 高野毅, 桐田賢, 篠原修二, 中村光晃, 樋口政和, 光吉俊二, 徳野慎一, 音声によるマインドモニタリングシステムにおける録音方式の違いによる有効性検証, 生体医工学シンポジウム 2017.9.15.16.
  7. 篠原修二, 赫寛雄, 大宮康宏, 中村光晃, 樋口政和, 萩原直樹, 高野毅, 光吉俊二, 徳野慎一,パーキンソン病患者スクリーニングのための音声障害指標の提案,生体医工学シンポジウム 2017.9.15.16.
  8. 樋口政和, 山本伊佐夫, 篠原修二, 中村光晃, 大宮康宏, 萩原直樹, 高野毅, 光吉俊二, 徳野慎一, 遺体の身元確認作業におけるメンタルケアのための音声によるストレス度測定,生体医工学シンポジウム 2017.9.15.16.

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