東京大学 音声病態分析学講座(2014-継続中)

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社会連携講座である東京大学大学院医学系研究科音声病態分析学講座にて、音声による心や身体の状態を分析する技術の開発とその応用について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. 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)
  2. 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)
  3. Omiya Y, Hagiwara N, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Takayama E, Tokuno S, The influence of the voice acquisition method to the mental health state estimation based on vocal analysis. IFMBE Proceedings IUPESM World Congress on Medical Physics and Biomedical Engineering 2018, vol 68/2, 897-900, (2018.6)
  4. Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Higuchi M, Hagiwara N, Takano T, Danno H, Tanaka S, Tokuno S, Feasibility study of evaluation of therapeutic effect for sleep apnea syndrome using mental healthiness evaluated from voice. IFMBE Proceedings IUPESM World Congress on Medical Physics and Biomedical Engineering 2018, vol 68/2, 327-330, (2018.6)
  5. 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)
  6. 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
  7. 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.
  8. 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.
  9. Shinohara S, Omiya Y, Nakamura M, Hagiwara N, Higuchi M, Mitsuyoshi S, Tokuno S., Multilingual evaluation of voice disability index using pitch rate. Advances in Science Technology and Engineering Systems Journal Vol. 2, No. 3, 765 – 772, (2017)
  10. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Yasunaga H, Tokuno S., Validity of Mind Monitoring System as a Mental Health Indicator using Voice. Advances in Science, Technology and Engineering Systems Journal, vol. 2, no. 3, pp. 338-344 (2017).
  11. Mitsuyoshi S, Nakamura M, Omiya Y, Shinohara S, Hagiwara N, Tokuno S., Mental status assessment of disaster relief personnel by vocal affect display based on voice emotion recognition. (2017). Disaster and Military Medicine, 3(1), 4.
  12. Higuchi, M., Shinohara, S., Nakamura, M., Omiya, Y., Hagiwara, N., Mitsuyoshi, S. and Tokuno S., Study on Depression Evaluation Indicator in the Elderly using Sensibility Technology. 3rd International Conference on Information and Communication Technologies for Ageing Well and e-Health: 70-77, 2017.
  13. Shinohara S, Nakamura M, Mitsuyoshi S, Tokuno S, Omiya Y, Hagiwara N., Voice disability index using pitch rate. (2016). Biomedical Engineering and Sciences (IECBES), 2016 IEEE EMBS Conference on. IEEE, 2016. p. 557-560.
  14. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Yasunaga H, Mitsuyoshi S, Tokuno S., Validity of the Mind Monitoring System as a Mental Health Indicator, 16th International Conference on BioInformatics and BioEngineering (IEEE BIBE2016), 2016. 262-265.
  15. 大宮康宏, スマートフォンを用いた音声による健康状態のモニタリングシステム(MIMOSYS)の開発, 心と社会 47(3), 16-21, 2016.
  16. Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Takagi H, Ushiwatari A, Tokuno S., Correlation between self-administered psychological test and emotion measured by voice analysis, International Conference on Information Science and Management Engineering (ICISME2015), 2015. 290-294
  17. Shinohara S, Mitsuyoshi S, Nakamura M, Omiya Y, Tsumatori G, Tokuno S., Validity of a voice-based evaluation method for effectiveness of behavioural therapy, Pervasive Computing Paradigms for Mental Health. Springer International Publishing, 2015. 43-51.

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.
  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.
  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.
  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.
  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.
  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.
  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.
  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.
  16. 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. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15.
  17. Omiya Y, Hagiwara N., Algorithm to distinguish between articulatory disorder, depression and Parkinson’s disease by voice. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15.
  18. Nakamura M, Shinohara S, Omiya Y, Hagiwara N, Higuchi M, Mitsuyoshi S, Danno H, Tanaka S, Tokuno S., Relation between Severity of Sleep Apnea Syndrome and Mental Healthiness Evaluated from Voice. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15.
  19. Higuchi M, Shinohara S, Nakamura M, Omiya 2, Hagiwara N, Mitsuyoshi S, Tokuno S, Study on Depression Evaluation Indicator in the Elderly Using Sensibility Technology, 3rd The International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE 2017) (Porto), 2017.04.29.
  20. Shinohara S, Omiya Y, Nakamura M, Hagiwara N, Mitsuyoshi S, Tokuno S, Voice Disability Index Using Pitch Rate, IEEE EMBS Conference of Biomedical, Engineering and Sciences (IECBES 2016) (Kuala Lumpur) 2016.12.4-8.
  21. Tokuno S, Omiya Y, Shinohara S, Nakamura M, Hagiwara N, Mitsuyoshi S, Psychological impact of Kumamoto earthquake by voice analysis using a smart phone application, Neuroscience 2016 (San Diego) 2016.11.12-16.
  22. Nakamura M, Tanichi M, Toda H, Mitsuyoshi S. Shinohara S, Omiya Y, Shimizu K, Yoshino A, Tokuno S., Alternation of fundamental frequency of ultrasonic vocalizations by neonatal rats in response to distance from their mother, Neuroscience 2016 (San Diego) 2016.11.12-16.
  23. Omiya Y, Hagiwara N, Shinohara S, Nakamura M, Mitsuyoshi S, Tokuno S., Development of Mind Monitoring System using Call Voice, Neuroscience 2016 (San Diego) 2016.11.12-16.
  24. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Yasunaga H, Mitsuyoshi S, Tokuno S., Validity of the Mind Monitoring System as a Mental Health Indicator, Bioinformatics and Bioengineering (BIBE), 2016 IEEE 16th International Conference (Taitung), 2016.10.31-11.2.
  25. Omiya Y, Development of the Mind Monitoring System (MIMOSYS) which can be able to monitor mental health status using call voice with a smartphone: Joint Symposium with IT Companies, 7th Asia Pacific Regional Conference of the International Association for Suicide Prevention (Tokyo), 2016.5-18-21.
  26. Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Takagi H, Ushiwatari A, Tokuno S, Correlation between self-administered psychological test and emotion measured by voice analysis, International Conference on Information Science and Management Engineering1 (ICISME2015) (Phuket), 2015.12.20.
  27. Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Oshima Y, Danno H, Yamakawa T, Tanaka S, Tokuno S, Snoring-based screening for sleep apnea syndrome,生体医工学シンポジウム2015 (岡山),9.24-25.
  28. Shinohara S, Mitsuyoshi S, Nakamura M, Omiya Y, Tsumatori G, Tokuno S., Validity of a voice-based evaluation method for effectiveness of behavioural therapy, 5th International Symposium on Pervasive Computing Paradigms for Mental Health; MINDCARE 2015 (Milan), 2015.9.23-25

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.
  9. 大宮康宏、萩原直樹、中村 光晃、篠原修二、樋口政和、光吉俊二、戸田裕之、長川真治、徳野慎一、陸上自衛隊における新入隊員の音声によるストレス計測の試み、第90回日本産業衛生学会(東京)、 5.12.
  10. 山本伊佐夫、大宮康宏、徳野慎一、光吉俊二、中川貴美子、大平寛、鎌倉尚史、山口里恵、山田良広、長谷川巖、向井將、舌喉頭矯正術前後の音声分析ソフトを用いた乳児啼泣評価、国際生命情報科学会シンポジウム(東京)、3.18.
  11. 大塚寛, MIMOSYS その後, 第4回COIシンポジウム(東京) 1.18.
  12. 大宮康宏、山本伊佐夫、中村光晃、篠原修二、光吉俊二、徳野慎一、中川貴美子、福地芳子、向井將, CGL前後の乳幼児啼泣音声の分析(続報), 第28回日本舌癒着症学会(横浜), 2016.11.3.
  13. 萩原直樹, 大宮康宏, 篠原修二, 中村光晃, 木暮祐一, 光吉俊二 , 徳野慎一,スマートフォンを用いた音声による心の健康状態の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2016 (旭川), 2016.9.17-18.
  14. 山本伊佐夫, 大宮康宏, 徳野慎一, 光吉俊二, 鎌倉尚史, 中川貴美子, 大平寛, 山口里恵, 宮川康一, 山田良広, 舌喉頭矯正術前後の乳児啼泣音声分析.第8回日本子ども虐待医学会学術集会 (福岡), 2016.7.23-24.
  15. 山本伊佐夫, 大宮康宏, 徳野慎一, 光吉俊二, 中川貴美子, 大平寛, 鎌倉尚史, 山口里恵, 宮川康一, 山田良広, 舌喉頭矯正術前後の乳児啼泣音声の解析,第100次 日本法医学会学術全国集会 (東京), 2016.6.15-17.
  16. 大塚寛, MIMOSYS による「健康の自分ごと化」, 第3回 東京大学COI自分で守る健康社会シンポジウム (東京), 2016.3.2.
  17. 篠原修二, 中村光晃, 大宮康宏, 高木宏昌, 牛渡智, 光吉俊二, 徳野慎一, 音声による心の健康度測定の妥当性について, HCGシンポジウム2015 (富山), 2015.12.17
  18. 大宮康宏, 萩原直樹, 桐田賢, 篠原修二, 中村光晃, 光吉俊二, 徳野慎一, スマートフォンを用いた音声による健康状態のモニタリングシステムの開発, HCGシンポジウム2015 (富山), 2015.12.16.
  19. 大宮康宏, 山本伊佐夫, 中村光晃, 篠原修二, 光吉俊二, 徳野慎一, 中川貴美子, 福地芳子, 向井 將, CGL前後の乳幼児啼泣音声の分析,第27回日本舌癒着症学会(横浜), 2015.10.25.

競争的研究資金

  1. 文部科学省(基盤C)「遺体の身元確認作業による心的外傷後ストレス障害を予防するためのストレス度測定」(2017-2019), 研究代表者:樋口政和, PST:研究協力
  2. 文部科学省(基盤C)「音声によるメンタルヘルス状態スクリーニング技術の言語非依存性の検証」(2016-2018), 研究代表者:篠原修二, PST:研究協力
  3. 文部科学省(基盤C)「不安から恐怖への感情及び神経障害の音声病態分析」(2016-2018), 研究代表者:光吉俊二, PST:研究協力
  4. 国立研究開発法人科学技術振興機構(JST)研究成果展開事業「センター・オブ・イノベーション(COI)プログラム」(2017-2024)
  5. 文部科学省(基盤B)「音声の病態分析を用いた治療効果のフォローアップ技術の開発」(2016-2017), 研究代表者:徳野慎一, PST:研究協力

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