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Modeling of emotional arousal in music and its application to artworks

Research Project

Project/Area Number 24603007
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Design science
Research InstitutionTokyo National University of Fine Arts and Music

Principal Investigator

FURUKAWA Kiyoshi  東京藝術大学, 美術学部, 教授 (40323761)

Co-Investigator(Kenkyū-buntansha) FUJII Haruyuki  東京工業大学, 理工学研究科, 教授 (50313341)
SHIBA-HOSHI Reiko  東京電気大学, 理工学部, 情報環境学部 (90291921)
SHIBAYAMA Takuro  東京電気大学, 理工学部, 准教授 (80366385)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords作曲 / 音楽理論 / コンピュータ音楽 / 音楽認知 / 脳科学 / メディアアート / アルゴリズム作曲 / デザイン学 / 音楽 / 音楽と科学 / 構成論的研究 / 構成論的手法 / 音楽心理学
Outline of Final Research Achievements

We theoretically formulated the music-emotion caused by musical structure, developed methods to realize it as concrete artistic expression, and created artworks using that method. All these elements were conducted in parallel employing constructive approach. In this process we realized the music emotion is far more complex than our expectation. The music structure does not necessarily correspond to single category of emotion but often many emotions (results of research 1), meaning that our musical emotion is the integration of sub-emotion types. Therefore we conducted a research on the intensity of musical emotion rather than types of musical emotion, and published the results (results 2). Using those knowledge we developed the methodology for artistic production, and created compositions and installations (results 3, 4, and 5). The final musical productions were presented at public events inside and outside Japan, that were nicely received.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (35 results)

All 2015 2014 2013 2012 Other

All Journal Article (15 results) (of which Peer Reviewed: 15 results) Presentation (19 results) Remarks (1 results)

  • [Journal Article] 音楽の時間構造と情動の関係 ~心理実験を通した検討~2015

    • Author(s)
      二藤宏美、大村英史、古川聖、岡ノ谷一夫
    • Journal Title

      秋草学園短期大学紀要

      Volume: 第31号 Pages: 97-116

    • NAID

      40020419256

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Neural correlates of expectation of musical termination structure or cadence2014

    • Author(s)
      Hoshi-Shiba R, Furukawa K, Okanoya K
    • Journal Title

      NeuroReport

      Volume: Vol.25, No.10 Pages: 743-748

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 身体性に注目した図式表現方法に関する研究2014

    • Author(s)
      福田隼登, 藤井晴行
    • Journal Title

      日本建築学会計画系論文集

      Volume: 709 Pages: 559-567

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 音楽情動研究の動向2013

    • Author(s)
      大村英史, 柴山拓郎, 寺澤洋子, 星-柴玲子, 川上愛, 吹野美和, 岡ノ谷一夫, 古川聖
    • Journal Title

      日本音響学会誌

      Volume: 69 Pages: 467-478

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 音楽構造の破壊による音楽情動への影響の調査2013

    • Author(s)
      大村英史, 二藤宏美, 岡ノ谷一夫, 古川聖
    • Journal Title

      日本認知科学会論文誌「認知科学」(ショートノート)

      Volume: 21-1 Pages: 152-159

    • NAID

      10031156760

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 身体機能を統合させた音楽情動コミュニケーションモデル2013

    • Author(s)
      寺澤洋子, 星-柴玲子, 柴山拓郎, 大村英史, 古川聖, 牧野昭二, 岡ノ谷一夫
    • Journal Title

      日本認知科学会論文誌「認知科学」

      Volume: 21-1 Pages: 112-129

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Relations between musical structures and perceived and felt emotions. Music Perception2013

    • Author(s)
      Ai Kawakami, Kiyoshi Furukawa, Kentaro Katahira, Keiko Kamiyama, and Kazuo Okanoya
    • Journal Title

      Music Perception

      Volume: 30(4) Pages: 407-418

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Sad music induces pleasant emotion2013

    • Author(s)
      Kawakami, A., Furukawa, K., Katahira, K., Okanoya, K
    • Journal Title

      Frontiers in Psychology

      Volume: 3

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Neural correlates of expectation of musical termination structure or cadence2013

    • Author(s)
      Reiko Hoshi-Shiba, Kiyoshi Furukawa and Kazuo Okanoya
    • Journal Title

      NeuroReport

      Volume: 1 Pages: 1-1

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 音楽構造の破壊による音楽情動への調査2013

    • Author(s)
      大村英史, 二藤宏美, 岡ノ谷一夫, 古川聖
    • Journal Title

      日本認知科学会論文誌「認知科学

      Volume: Vol.21, No.1 Pages: 152-159

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 身体機能を統合させた音楽情動コミュニケーションモデル2013

    • Author(s)
      寺澤洋子, 星-柴玲子, 柴山拓郎, 大村英史, 古川聖, 牧野昭二, 岡ノ谷一夫, “身体機能を統合させた音楽情動コミュニケーションモデル
    • Journal Title

      日本認知科学会論文誌「認知科学」

      Volume: Vol.21, No.1 Pages: 122-129

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 音楽の終止構造認識時の脳活動2012

    • Author(s)
      星-柴玲子,古川聖,岡ノ谷一夫
    • Journal Title

      日本認知科学会第29回大会抄録集

      Volume: 1 Pages: 135-137

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 音楽階層構造の基盤となる終止構造認識の心理および生理学的検証2012

    • Author(s)
      星-柴玲子,古川聖,岡ノ谷一夫
    • Journal Title

      JSMPC2012

      Volume: 2 Pages: 29-30

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 悲しい音楽の心地よさ2012

    • Author(s)
      川上 愛, 古川 聖, 岡ノ谷 一夫.
    • Journal Title

      本音楽知覚認知学会秋季研究会 /日本音響学会音楽音響研究会資料

      Volume: 1 Pages: 31-36

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 人間の因果推論による認知バイアスに基づいたメロディ生成システム2012

    • Author(s)
      大村英史, 柴山拓郎, 高橋達二, 澁谷智志, 岡ノ谷一夫, 古川聖
    • Journal Title

      日本知能情報ファジィ学会誌「知能と情報」

      Volume: 24-5 Pages: 954-966

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] The brain activities of the expectation of cadence -A preliminary study2015

    • Author(s)
      Reiko Hoshi-Shiba, Kiyoshi Furukawa and Kazuo Okanoya
    • Organizer
      The 38th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      神戸国際会議場,神戸国際展示場,神戸市
    • Year and Date
      2015-07-28 – 2015-07-31
    • Related Report
      2014 Annual Research Report
  • [Presentation] 音楽終止構造を期待する脳活動 ―fMRIによる予備的研究2015

    • Author(s)
      星ー柴玲子,古川聖,根本幾
    • Organizer
      第30回日本生体磁気学会大会
    • Place of Presentation
      旭川市大雪クリスタルホール,旭川市
    • Year and Date
      2015-06-05 – 2015-06-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] 脳が夢見る音楽(体験型インスタレーション)2015

    • Author(s)
      古川聖、濱野峻行、大村英史、星ー柴玲子、中川隆、寺澤洋子
    • Organizer
      六本木アートナイト
    • Place of Presentation
      六本木ヒルズカフェー
    • Year and Date
      2015-04-25 – 2015-04-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] 音楽の終止構造による終止感2015

    • Author(s)
      星-柴玲子,古川聖,根本幾
    • Organizer
      第10回日本感性工学会春季大会
    • Place of Presentation
      京都女子大学,京都市
    • Year and Date
      2015-03-28 – 2015-03-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] it’s almost a song…’ an audio-visual installation for using three EEG systems and Clarinet2014

    • Author(s)
      Furukawa K, Hamano T, Ohmura H, Nakagawa R, Hoshi-Shiba R, and Terasawa H
    • Organizer
      Sound Insterations of Joint 40th International Computer Music Conference (ICMC) and 11th Sound and Music Computing (SMC)
    • Place of Presentation
      Athens,Greece
    • Year and Date
      2014-09-15 – 2014-09-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] Residual Recollection 3 , 電子音響音楽作品2014

    • Author(s)
      柴山拓郎
    • Organizer
      ICMC-SMC (Joint International Computer Music Conference - Sound and Music Computing)
    • Place of Presentation
      Athens,Greece
    • Year and Date
      2014-09-15 – 2014-09-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] Interval scale as group generators2014

    • Author(s)
      Tsubasa Tanaka, Kiyoshi Furukawa
    • Organizer
      ICMC-SMC (Joint International Computer Music Conference - Sound and Music Computing)
    • Place of Presentation
      Athens,Greece
    • Year and Date
      2014-09-15 – 2014-09-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] 建築デザイン科学における構成的研究方法論2014

    • Author(s)
      藤井晴行
    • Organizer
      日本建築学会2014年度大会(近畿)
    • Place of Presentation
      神戸大学
    • Year and Date
      2014-09-12 – 2014-09-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] エントロピーに基づいた音の構造化による音楽生成システムの開発2014

    • Author(s)
      大村英史, 柴山拓郎, 高橋達二, 澁谷智志, 二藤宏美, 古川聖
    • Organizer
      第28回人工知能学会全国大会
    • Place of Presentation
      ひめぎんホール
    • Year and Date
      2014-05-12 – 2014-05-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] デザインの一人称研究における身体性2014

    • Author(s)
      藤井晴行, 諏訪正樹
    • Organizer
      日本日本人人工知能学会全国大会
    • Place of Presentation
      ひめぎんホール
    • Year and Date
      2014-05-12 – 2014-05-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] “garden with cognitive dissonance - 認知的不協和の庭(映像と音楽による体験型インスタレーション作品)”2014

    • Author(s)
      中川 隆、古川 聖
    • Organizer
      art space kimura ASK?企画
    • Place of Presentation
      東京、京橋
    • Year and Date
      2014-04-01 – 2014-04-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Modeling of Melodic Rhythm Based on Entropy toward Creating Expectation and Emotion2013

    • Author(s)
      H. Ohmura, T. Shibayama, T, Shibuya, T, Takahashi, K. Okanoya, and, K. Furukawa
    • Organizer
      Proceeding of Sound and Music Computing 2013 (SMC)
    • Place of Presentation
      Stockholm, Sweden
    • Related Report
      2013 Research-status Report
  • [Presentation] 脳波音楽(Brain dreams Music)プロジェクト,《それはほとんど歌のように》上演2013

    • Author(s)
      古川聖、寺澤洋子, 星-柴玲子, 大村英史, 中川隆、濱野峻行、岡ノ谷一夫
    • Organizer
      Conference on New Interfaces forMusical&Expression (NIME 2013)
    • Place of Presentation
      Daejeon、韓国
    • Related Report
      2013 Research-status Report
  • [Presentation] Reinforcement Learning Models for Acquiring Emotional Musical Modes2013

    • Author(s)
      T. Tanaka, H. Ohmura, and, K.Furukawa
    • Organizer
      Proceeding of Sound and Music Computing 2013 (SMC)
    • Place of Presentation
      Stockholm, Sweden
    • Related Report
      2013 Research-status Report
  • [Presentation] 複雑性の変化による期待的情動のモデリングに基づいた音楽的雰囲気の生成2013

    • Author(s)
      大村英史, 柴山拓郎, 高橋達二, 澁谷智志, 岡ノ谷一夫, 古川聖
    • Organizer
      第27回人工知能学会全国大会
    • Place of Presentation
      富山市
    • Related Report
      2013 Research-status Report
  • [Presentation] The pleasant emotion of sad music2013

    • Author(s)
      Kawakami A, Furukawa K, Okanoya K.
    • Organizer
      International Conference on Music and Emotion (ICME3)
    • Place of Presentation
      Jyvaskyla, Finland
    • Related Report
      2013 Research-status Report
  • [Presentation] enerating an Integrated Musical Expression with a Brain&Computer Interface2013

    • Author(s)
      Takayuki Hamano, Kiyoshi Furukawa, Tomasz M. Rutkowski, Hiroko Terasawa, Kazuo Okanoya
    • Organizer
      3th International Conference on New Interfaces for Musical Expression
    • Place of Presentation
      Daejeon、韓国
    • Related Report
      2013 Research-status Report
  • [Presentation] メロディ構造における複雑性の知覚と音楽情動,

    • Author(s)
      大村英史,二藤宏美,岡ノ谷一夫,古川聖,
    • Organizer
      第2回日本情動学会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 音楽の印象と聴き手に喚起される情動について

    • Author(s)
      川上 愛, 古川 聖, 岡ノ谷 一夫
    • Organizer
      第2回日本情動学会大会, 東京
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Remarks] 古川研究室

    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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