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Mathematical and Computational Analysis of Context Effects on Musical Expectancy: Chord Sequences and Brain Activities

Research Project

Project/Area Number 26540145
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Kansei informatics
Research InstitutionKyushu University

Principal Investigator

Nakajima Yoshitaka  九州大学, 芸術工学研究院, 教授 (90127267)

Co-Investigator(Kenkyū-buntansha) Remijn GerardB. (REMIJN GerardB.)  九州大学, 芸術工学研究院, 准教授 (40467098)
高木 英行  九州大学, 芸術工学研究院, 教授 (50274543)
Research Collaborator UEDA Kazuo  九州大学, 大学院芸術工学研究院, 准教授 (80254316)
HASUO Emi  東京電機大学, 研究員 (60725969)
TOMIMATSU Erika  , 日本学術振興会・特別研究員 (20584668)
MORIMOTO Satoshi  九州大学, 大学院生
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords音楽知覚 / 音楽的期待 / 和音進行 / 計算モデル / 音脈 / 時間的規則性 / 調性 / 事象関連電位 / リズム知覚 / 時系列 / リズム / 予測 / 数理モデル / 音楽理論
Outline of Final Research Achievements

In music theory, expectancy for an upcoming musical chord, harmonic expectancy, had been supposed to be based on automatic activation of tonal knowledge. Short chord sequences which cannot lead to unique keys are difficult to interpret in this case. We examined effects of a preceding chord or preceding chords on harmonic expectancy from a computational perspective, using stochastic modeling. We also investigated how beat structures affect the perception of dotted rhythms, but the observed effects were limited. Finally, principles of music perception were examined based on previous data in the literature. Ambiguity of auditory stream formation, temporal regularity, and tonality turned out to be essential in music perception.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (45 results)

All 2017 2016 2015 2014

All Journal Article (11 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 11 results,  Open Access: 6 results,  Acknowledgement Compliant: 5 results) Presentation (33 results) (of which Int'l Joint Research: 19 results,  Invited: 3 results) Book (1 results)

  • [Journal Article] A NIRS study on cortical hemodynamic responses to normal and whispered speech in 3- to 7-year-old children.2017

    • Author(s)
      Remijn, G.B., Kikuchi, M., Shitamichi, K., Ueno, S., Yoshimura, Y., Tsubokawa, T., Kojima, H., Higashida, H., & Minabe, Y.
    • Journal Title

      Journal of Speech, Language and Hearing Research

      Volume: 60 Pages: 465-470

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Elderly listeners with low intelligibility scores under reverberation show degraded subcortical representation of reverberant speech.2017

    • Author(s)
      Fujihira, H., Shiraishi, K., & Remijn, G.B.
    • Journal Title

      Neuroscience Letters

      Volume: 637 Pages: 102-107

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Synchrony of auditory brain responses predicts behavioral ability to keep still in children with autism spectrum disorder.2016

    • Author(s)
      Yoshimura, Y., Kikuchi, M., Hiraishi, H., Hasegawa, C., Takahashi, T., Remijn, G.B., Oi, M., Munesue, T., Higashida, H., & Minabe, Y.
    • Journal Title

      NeuroImage: Clinical

      Volume: 12 Pages: 300-305

    • DOI

      10.1016/j.nicl.2016.07.009

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Three factors are critical in order to synthesize intelligible noise-vocoded Japanese speech.2016

    • Author(s)
      Kishida, T., Nakajima, Y., Ueda, K., Remijn, G. B.
    • Journal Title

      Frontiers in Psychology

      Volume: 7:517 Pages: 0-0

    • DOI

      10.3389/fpsyg.2016.00517

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Accelerating Evolutionary Computation Using Estimated Convergence Point2016

    • Author(s)
      Jun Yu, Yan Pei and Hideyuki Takagi
    • Journal Title

      IEEE Congress on Evolutionary Computation

      Volume: - Pages: 1438-1444

    • NAID

      120006654715

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational-model-based analysis of context effects on harmonic expectancy.2016

    • Author(s)
      Morimoto, S., Remijn, G.B., Nakajima, Y.
    • Journal Title

      PLOS ONE

      Volume: 11(3) Issue: 3 Pages: 1-17

    • DOI

      10.1371/journal.pone.0151374

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Atypical development of the central auditory system in young children with Autism spectrum disorder.2016

    • Author(s)
      Yoshimura, Y., Kikuchi, M., Hiraishi, H., Hasegawa, C., Takahashi, T., Remijn, G. B., Oi, M., Munesue, T., Higashida, H., Minabe, Y., Kojima, H.
    • Journal Title

      Autism Research

      Volume: 9(2) Issue: 11 Pages: 1-11

    • DOI

      10.1002/aur.1604

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Memory dirsuption by irrelevant noise-vocoded speech: Effects of native language and the number of frequency bands.2016

    • Author(s)
      Ellermeier, W., Kattner, F., Ueda, K., Doumoto, K., Nakajima, Y.
    • Journal Title

      Journal of the Acoustical Society of America

      Volume: 138 Issue: 3 Pages: 1561-1569

    • DOI

      10.1121/1.4928954

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Local fitness landscape from paired Comparison-Based Memetic Search in Interactive Differential Evolution and Differential Evolution.2016

    • Author(s)
      Pei, Y., Takagi, H.
    • Journal Title

      International Journal of Ad Hoc and Ubiquitous Computing

      Volume: 0 Pages: 0-0

    • DOI

      10.1109/cec.2015.7257158

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effects of sound marker durations on the perception of inter-onset time intervals: A study with instrumental sounds2015

    • Author(s)
      Hasuo, E., Nakajima, Y., Wakasugi, M., Fujioka, T.
    • Journal Title

      The Japanese Journal of Psychonomic Science

      Volume: 34 Issue: 1 Pages: 2-16

    • DOI

      10.14947/psychono.34.2

    • NAID

      130005118229

    • ISSN
      0287-7651, 2188-7977
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Effectiveness of approximation strategy in surrogate-assisted fireworks algorithm.2015

    • Author(s)
      Pei, Y., Zheng, S., Tan, Y., Takagi, H.
    • Journal Title

      International Journal of Machine Learning and Cybernetics

      Volume: 6(5) Issue: 5 Pages: 795-810

    • DOI

      10.1007/s13042-015-0388-8

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] 日本語における歌化錯覚2016

    • Author(s)
      小野明日香, 中島祥好, 上田 和夫, Gerard B. Remijn
    • Organizer
      日本音響学会聴覚研究会
    • Place of Presentation
      福岡,日本
    • Year and Date
      2016-12-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] 局所個体群のfitnessに基づくfitness景観の勾配推定を導入した花火アルゴリズム2016

    • Author(s)
      余俊,高木英行
    • Organizer
      進化計算シンポジウム2016
    • Place of Presentation
      九十九里, 日本
    • Year and Date
      2016-12-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] Perceptual interactions between adjacent time intervals marked by sound bursts.2016

    • Author(s)
      Nakajima, Y.
    • Organizer
      5th Joint Meeting of the Acoustical Society of America and Acoustical Society of Japan
    • Place of Presentation
      Honolulu, Hawaii
    • Year and Date
      2016-11-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Auditory brainstem responses to anechoic and reverberant two-syllable speech sounds in elderly listeners.2016

    • Author(s)
      Fujihira, H., Shiraishi, K., & Remijn, G.B.
    • Organizer
      5th joint meeting of the Acoustical Society of American and Acoustical Society of Japan
    • Place of Presentation
      Honolulu, Hawaii
    • Year and Date
      2016-11-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 受容度に基づく多数目的探索のお部屋探し2016

    • Author(s)
      井上誠, 高橋瑞稀, 裴岩, 高木英行
    • Organizer
      第11回進化計算研究会
    • Place of Presentation
      神戸, 日本
    • Year and Date
      2016-09-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] The speech to song ilusion in Japanese2016

    • Author(s)
      Ono, A., Nakajima, Y., Ueda, K., Remijn, G. B.
    • Organizer
      31st International Congress of Psychology
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Perceptual Validity and Analytical Advantages of Non-Negative Bases Extracted from Factor Analyses of Japanese Speech2016

    • Author(s)
      Nakao, K., Kishida, T., & Nakajima, Y.
    • Organizer
      31st International Congress on Psychology (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The effect of sound on visual grouping in a multi-stable stimulus.2016

    • Author(s)
      Yano, H., Nakajima, Y., Ueda, K., & Remijn, G.B.
    • Organizer
      31st International Congress on Psychology (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The speech-to-song illusion in Japanese2016

    • Author(s)
      Ono, A., Nakajima, Y., Ueda, K., & Remijn, G.B.
    • Organizer
      31st International Congress on Psychology (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of factor elimination on intelligibility of noise-vocoded Japanese speech.2016

    • Author(s)
      Kishida, T., Nakajima, Y., Ueda, K., & Remijn, G.B.
    • Organizer
      31st International Congress on Psychology (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Principle of music perception2016

    • Author(s)
      Nakajima, Y.
    • Organizer
      31st International Congress on Psychology (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Perceived duration of piano sounds2016

    • Author(s)
      Hasuo, E., & Nakajima, Y.
    • Organizer
      31st International Congress on Psychology (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Perceptual contrast between two short adjacent time intervals marked by clicks2016

    • Author(s)
      Nakajima, Y., Matsuda, M., Tomimatsu, E., & Hasuo, E.
    • Organizer
      31st International Congress on Psychology (ICP2016)
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2016-07-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Accelerating evolutionary computation using estimated convergence point.2016

    • Author(s)
      Yu, J., Pei, Y., Takagi, H.
    • Organizer
      2016 IEEE Congress on Evolutionary Computation (CEC2016)
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2016-07-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effects of the duration and the frequency of temporal gaps on the subjective distortedness of music fragments2016

    • Author(s)
      Iida, I., Nakajima, Y., Ueda, K., Remijn, G. B., & Serizawa, Y.
    • Organizer
      ICMPC14, the 14th International Conference for Music Perception and Cognition
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2016-07-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The perception of a dotted rhythmembedded in a two-four-time framework2016

    • Author(s)
      Onishi, C. Nakajima, Y. & Hasuo, E.
    • Organizer
      ICMPC14, the 14th International Conference for Music Perception and Cognition
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2016-07-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of the duration and the frequency of temporal gaps on the subjective distortendness of music fragments2016

    • Author(s)
      Iida, K., Nakajima, Y., Ueda, K., Remijn, G. B., Serizawa, Y.
    • Organizer
      14th International Conference of Music Perception and Cognition
    • Place of Presentation
      San Francisco, United States of America
    • Year and Date
      2016-07-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The perception of a dotted rhythm embedded in a two-four-time framework2016

    • Author(s)
      Onishi, C., Nakajima, Y., Hasuo, E.
    • Organizer
      14th International Conference of Music Perception and Cognition
    • Place of Presentation
      San Francisco, United States of America
    • Year and Date
      2016-07-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 八重芯型花火アルゴリズム2016

    • Author(s)
      余俊,高木英行
    • Organizer
      第10回進化計算研究会
    • Place of Presentation
      川崎
    • Year and Date
      2016-03-17
    • Related Report
      2015 Research-status Report
  • [Presentation] 音楽聴取における知覚体制化2016

    • Author(s)
      中島祥好
    • Organizer
      第18回日本ヒト脳機能マッピング学会
    • Place of Presentation
      京都
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 推定収束点を用いた進化計算高速化の評価2015

    • Author(s)
      裴岩,余俊,高木英行
    • Organizer
      進化計算シンポジウム 2015
    • Place of Presentation
      西尾
    • Year and Date
      2015-12-19
    • Related Report
      2015 Research-status Report
  • [Presentation] A cross-species analysis of primate vocalization.2015

    • Author(s)
      Sugino, T., Nakajima, Y., Yamashita, Y., Hiramatsu, C.
    • Organizer
      第2回生物音響学会年次研究発表会
    • Place of Presentation
      福岡
    • Year and Date
      2015-12-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 進化的フロアプラン生成における選択確率の検討2015

    • Author(s)
      井上誠, 高木英行
    • Organizer
      計測自動制御学会システム・情報部門学術講演会2015
    • Place of Presentation
      函館
    • Year and Date
      2015-11-18
    • Related Report
      2015 Research-status Report
  • [Presentation] Clustering of moving vectors for evolutionary computation.2015

    • Author(s)
      Yu, J., Takagi, H.
    • Organizer
      7th International Conference on Soft Computing and Pattern Recognition (SoCPaR2015)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2015-11-13
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 空虚時間における同化と対比:音で示された空虚時間の知覚に及ぼす先行時間の効果2015

    • Author(s)
      中島 祥好, 蓮尾 絵美, 原口 有紀
    • Organizer
      日本心理学会第79大会
    • Place of Presentation
      名古屋
    • Year and Date
      2015-09-22
    • Related Report
      2015 Research-status Report
  • [Presentation] 多目的最適化への受容度概念の導入2015

    • Author(s)
      高木英行,井上誠,裴岩
    • Organizer
      第9回進化計算研究会
    • Place of Presentation
      神戸
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 多峰性最適化問題での局所最適解推定高度化のための補正法 -- 局所最適解が2個の場合 --2015

    • Author(s)
      余俊,高木英行
    • Organizer
      第9回進化計算研究会
    • Place of Presentation
      神戸
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
  • [Presentation] Introduction to near-infrared spectroscopy: Hemodynamic blood flow patterns in the human brain in response to sound.2015

    • Author(s)
      Remijn, G. B.
    • Organizer
      the Japan Audiology Society, 10th ERA/OAE Research meeting
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Analytical Estimation of the Convergence Point of Populations.2015

    • Author(s)
      Murata, N., Nishii, R., Takagi, H., Pei, Y.
    • Organizer
      2015 IEEE Congress on Evolutionary Computation (CEC2015)
    • Place of Presentation
      Sendai, Japan
    • Year and Date
      2015-05-25
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 聴覚における隣接する2つの時間間隔の比較: 1800 ms以下の時間長について2015

    • Author(s)
      藤岡拓也, ジェラード B. レメイン, 中島祥好
    • Organizer
      日本音響学会 2015年春季研究発表会
    • Place of Presentation
      中央大学
    • Year and Date
      2015-03-16 – 2015-03-18
    • Related Report
      2014 Research-status Report
  • [Presentation] 音の立ち上がり時間が時間間隔の知覚に与える影響2014

    • Author(s)
      串田之和, 中島祥好
    • Organizer
      日本音楽知覚認知学会 2014年秋季研究発表会
    • Place of Presentation
      金沢工業大学
    • Year and Date
      2014-11-29 – 2014-11-30
    • Related Report
      2014 Research-status Report
  • [Presentation] 心理評価実験と確率モデルに基づく知覚メカニズムの推定2014

    • Author(s)
      森本智志, 中島祥好
    • Organizer
      YPS・若手会ジョイントセミナー:視覚・知覚・認知科学のための計算論モデリング
    • Place of Presentation
      休暇村志賀島(福岡)
    • Year and Date
      2014-09-04 – 2014-09-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Computational model-based analysis of context effects on chord processing2014

    • Author(s)
      Satoshi Morimoto, Gerard B. Remijn, Yoshitaka Nakajima
    • Organizer
      ICMPC13-APSCOM5
    • Place of Presentation
      Seoul, South Korea
    • Year and Date
      2014-08-04 – 2014-08-08
    • Related Report
      2014 Research-status Report
  • [Book] Advances in Intelligent Informatics2015

    • Author(s)
      El-Alfy, E.-S.M., Thampi, S.M., Takagi, H., Piramuthu, S., Hanne, Th.
    • Total Pages
      663
    • Publisher
      Springer
    • Related Report
      2015 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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