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Rhythm in the brain for speech comprehension

Research Project

Project/Area Number 19H00630
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 10:Psychology and related fields
Research InstitutionKyushu University

Principal Investigator

上田 和夫  九州大学, 芸術工学研究院, 准教授 (80254316)

Co-Investigator(Kenkyū-buntansha) 松尾 行雄  東北学院大学, 教養学部, 教授 (40323117)
Remijn GerardB.  九州大学, 芸術工学研究院, 准教授 (40467098)
竹市 博臣  国立研究開発法人理化学研究所, 情報統合本部, 専任技師 (60242020)
光藤 崇子 (齊藤崇子)  九州大学, 医学研究院, 特別研究員(RPD) (70423522)
Wolf Alexandra  国立研究開発法人理化学研究所, 革新知能統合研究センター, 基礎科学特別研究員 (70936955)
平野 羊嗣  宮崎大学, 医学部, 准教授 (90567497)
蓮尾 絵美  九州大学, 芸術工学研究院, 助教 (60725969)
中島 祥好  九州大学, 芸術工学研究院, 教授 (90127267)
Project Period (FY) 2019-04-01 – 2024-03-31
Project Status Granted (Fiscal Year 2023)
Budget Amount *help
¥44,980,000 (Direct Cost: ¥34,600,000、Indirect Cost: ¥10,380,000)
Fiscal Year 2023: ¥8,710,000 (Direct Cost: ¥6,700,000、Indirect Cost: ¥2,010,000)
Fiscal Year 2022: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Fiscal Year 2021: ¥9,750,000 (Direct Cost: ¥7,500,000、Indirect Cost: ¥2,250,000)
Fiscal Year 2020: ¥8,450,000 (Direct Cost: ¥6,500,000、Indirect Cost: ¥1,950,000)
Fiscal Year 2019: ¥9,490,000 (Direct Cost: ¥7,300,000、Indirect Cost: ¥2,190,000)
Keywords時間窓 / 音声知覚 / 劣化音声 / 脳活動計測 / 眼球運動計測 / 脳磁図 / 劣化音声知覚 / 変調パワースペクトル / 二重時間窓仮説 / 脳磁場計測 / 市松音声 / 脳活動
Outline of Research at the Start

連続的に流れてくる音声を聴きとり,意味を理解するためには,音声の細かい時間的な変化と,大まかな変化の両方を捉えて,子音や母音を聴きとることと,文脈を理解することの両方が必要とされています。そして,脳のなかにもこれらに対応する二つのしくみが存在するとされてきました。しかし,この二つのしくみがどのように組み合わされて音声が理解されているのかは,まだよく分かっていません。本研究では,音声の時間的な変化を劣化させた音声を合成し,劣化の度合によって音声の聴き取りがどう変化するのかを調べることで謎の解明に役立てます。

Outline of Annual Research Achievements

局部ランダマイズ(局所的に時間順序をランダムに入れ換える)モザイク音声の実験を,中国語に拡張した。音声の周波数分解精度はヒトの最大限(20帯域)に固定し,全ての周波数帯域に同じ時間分解精度(3段階:20, 40, 80 ms)を設定した実験を行った。それぞれの時間分解精度ごとに,平均化区間長を 40, 80, 160 ms の 3 段階に設定し,平均化区間内で局部ランダマイズを行った。区間長 40 ms の条件を除いて,局部ランダマイズ・モザイク音声の明瞭度が常にモザイク音声の明瞭度を上回ること,局部ランダマイズ・モザイク音声の明瞭度は,時間分解精度による影響をほぼ受けないといった結果が,中国語でも再現された。さらに,Ueda and Nakajima (2017) の 4 帯域それぞれについて,帯域ごとに局部時間ランダマイズを行う実験を日本語で実施した。すると,全帯域で同期してランダマイズを行った場合と比べて明瞭度が低下し,同じ区間長のモザイク音声と近くなった。これらの結果は,二重時間窓仮説を支持する。
また,周波数帯域ごとに断続を交互に行う劣化音声(「市松音声」)を作成し,明瞭度を測定する実験を実施した。この音声では,常に原音声の半分が失われる。実験結果は驚嘆すべきもので,20 帯域の市松音声は常に 100% 近い明瞭度が区間長にかかわらず得られたのに対し,2 ないし 4 帯域の市松音声は,区間長 160 ms で明瞭度が 40% 程度まで低下し,320 ms では 50% 程度まで復活した。この刺激の変調パワースペクトルを計算し,明瞭度測定実験が音声言語知覚研究で占める位置づけを明らかにした。音声言語知覚における二重時間窓仮説の検証に向けて,モザイク音声聴取時の脳磁場計測実験を実施した。局部時間反転キメラ音声を用いた明瞭度の実験も実施し,論文を投稿した。

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

当初計画していた帯域ごとにモザイク・ブロックの順序をランダマイズした音声の知覚実験が実施できた。局部時間反転キメラ音声の実験も実施し,論文投稿を行った。国際査読誌に 10 編の論文を出版できた。モザイク音声を用いた脳磁場計測も実施できた。加えて,新たに考案した市松音声,市松モザイク音声,断続モザイク音声を用いた実験も実施できたため。

Strategy for Future Research Activity

市松音声を用いた実験をさらに進め,脳磁場計測にも応用する。また,精神疾患患者に対して市松音声を用いた実験を実施する。同時に,視線追跡装置を用いた精神疾患患者の注意に関する研究結果との対応について検討する。局部時間反転キメラ音声の実験結果についてはより詳細な分析を行い,周波数帯域ごとの音声知覚における役割を明確にする。国際査読誌への論文投稿,出版を続け,より長く,より広く引用される論文の出版を目指す。

Report

(3 results)
  • 2020 Annual Research Report
  • 2019 Comments on the Screening Results   Annual Research Report

Research Products

(53 results)

All 2021 2020 2019 Other

All Int'l Joint Research (4 results) Journal Article (21 results) (of which Int'l Joint Research: 11 results,  Peer Reviewed: 17 results,  Open Access: 14 results) Presentation (20 results) (of which Int'l Joint Research: 9 results,  Invited: 1 results) Book (4 results) Remarks (4 results)

  • [Int'l Joint Research] University of British Columbia(カナダ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] Harvard Medical School(米国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] The University of British Columbia(カナダ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Technische Universitaet Darmstadt(ドイツ)

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Phonemic restoration of interrupted locally time-reversed speech: Effects of segment duration and noise levels2021

    • Author(s)
      Kazuo Ueda, and Valter Ciocca
    • Journal Title

      Attention, Perception, & Psychophysics

      Volume: - Issue: 5 Pages: 1-7

    • DOI

      10.3758/s13414-021-02292-3

    • NAID

      120007018573

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Recent updates of eye movement abnormalities in patients with schizophrenia: A scoping review2021

    • Author(s)
      Wolf Alexandra、Ueda Kazuo、Hirano Yoji
    • Journal Title

      Psychiatry and Clinical Neurosciences

      Volume: 75 Issue: 3 Pages: 82-100

    • DOI

      10.1111/pcn.13188

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Recent findings on neurofeedback training for auditory hallucinations in schizophrenia2021

    • Author(s)
      Hirano Yoji*, Tamura Shunsuke
    • Journal Title

      Current Opinion in Psychiatry

      Volume: 34 Issue: 3 Pages: 245-252

    • DOI

      10.1097/yco.0000000000000693

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Intelligibility of chimeric locally time-reversed speech2020

    • Author(s)
      Matsuo Ikuo, Ueda Kazuo, and Nakajima Yoshitaka
    • Journal Title

      The Journal of the Acoustical Society of America

      Volume: 147 Issue: 6 Pages: EL523-EL528

    • DOI

      10.1121/10.0001414

    • NAID

      120006943611

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Comparison of Multivariate Analysis Methods as Applied to English Speech2020

    • Author(s)
      Zhang Yixin、Nakajima Yoshitaka、Ueda Kazuo、Kishida Takuya、Remijn Gerard B.
    • Journal Title

      Applied Sciences

      Volume: 10 Issue: 20 Pages: 7076-7076

    • DOI

      10.3390/app10207076

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Intelligibility of English Mosaic Speech: Comparison between Native and Non-Native Speakers of English2020

    • Author(s)
      Santi、Nakajima Yoshitaka、Ueda Kazuo、Remijn Gerard B.
    • Journal Title

      Applied Sciences

      Volume: 10 Issue: 19 Pages: 6920-6920

    • DOI

      10.3390/app10196920

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Visualization by P-flow: gradient- and feature-based optical flow and vector fields extracted from image analysis2020

    • Author(s)
      Suzuki, W., Hiyama, A., Ichinohe, N., Yamashita, W., Seno, T., Takeichi, H.
    • Journal Title

      Journal of the Optical Society of America A

      Volume: 37 Issue: 12 Pages: 1958-1958

    • DOI

      10.1364/josaa.398677

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Long-Term Test-Retest Reliability of Auditory Gamma Oscillations Between Different Clinical EEG Systems2020

    • Author(s)
      Hirano Yoji*, Nakamura Itta, Tamura Shunsuke, Onitsuka Toshiaki
    • Journal Title

      Frontiers in Psychiatry

      Volume: 11 Pages: 876-876

    • DOI

      10.3389/fpsyt.2020.00876

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Prospects for Future Methodological Development and Application of Magnetoencephalography Devices in Psychiatry2020

    • Author(s)
      Hironaga Naruhito, Takei Yuichi, Mitsudo Takako, Kimura Takahiro, Hirano Yoji
    • Journal Title

      Frontiers in Psychiatry

      Volume: 11 Pages: 863-863

    • DOI

      10.3389/fpsyt.2020.00863

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Auditory Cortex Volume and Gamma Oscillation Abnormalities in Schizophrenia2020

    • Author(s)
      Hirano Y, Oribe N, Onitsuka T, Kanba S, Nestor PG, Hosokawa T, Levin M, Shenton ME, McCarley RW, Spencer KM.
    • Journal Title

      Clin EEG Neurosci.

      Volume: - Pages: 1-8

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Differentiation of schizophrenia using structural MRI with consideration of scanner differences: A real-world multi-site study.2020

    • Author(s)
      Nemoto K, Shimokawa T, Fukunaga M, Yamashita F, Tamura M, Yamamori H, Yasuda Y, Azechi H, Kudo N, Watanabe Y, Kido M, Takahashi T, Koike S, Okada N, Hirano Y, Onitsuka T, Yamasue H, Suzuki M, Kasai K, Hashimoto R, Arai T.
    • Journal Title

      Psychiatry Clin Neurosci

      Volume: 74(1) Issue: 1 Pages: 56-63

    • DOI

      10.1111/pcn.12934

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Altered P3a Modulations to Emotional Faces in Male Patients With Chronic Schizophrenia2020

    • Author(s)
      Onitsuka Toshiaki、Spencer Kevin M.、Nakamura Itta、Hirano Yoji、Hirano Shogo、McCarley Robert W.、Shenton Martha E.、Niznikiewicz Margaret A.
    • Journal Title

      Clinical EEG and Neuroscience

      Volume: - Issue: 4 Pages: 215-221

    • DOI

      10.1177/1550059419896723

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Language-Related Neurophysiological Deficits in Schizophrenia2019

    • Author(s)
      Hirano Shogo、Spencer Kevin M.、Onitsuka Toshiaki、Hirano Yoji
    • Journal Title

      Clinical EEG and Neuroscience

      Volume: - Issue: 4 Pages: 222-233

    • DOI

      10.1177/1550059419886686

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Irrelevant speech effects with locally time-reversed speech: Native vs non-native language2019

    • Author(s)
      Ueda Kazuo, Nakajima Yoshitaka, Kattner Florian, Ellermeier Wolfgang
    • Journal Title

      The Journal of the Acoustical Society of America

      Volume: 145 Issue: 6 Pages: 3686-3694

    • DOI

      10.1121/1.5112774

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Neuroanatomical substrate of chronic psychosis in epilepsy: an MRI study2019

    • Author(s)
      Hirakawa Noriaki、Kuga Hironori、Hirano Yoji、Sato Jinya、Oribe Naoya、Nakamura Itta、Hirano Shogo、Ueno Takefumi、Oda Yuko、Togao Osamu、Hiwatashi Akio、Honda Hiroshi、Kanba Shigenobu、Onitsuka Toshiaki
    • Journal Title

      Brain Imaging and Behavior

      Volume: In Press Issue: 5 Pages: 1382-1387

    • DOI

      10.1007/s11682-019-00044-4

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Progressive reduction of auditory evoked gamma in first episode schizophrenia but not clinical high risk individuals2019

    • Author(s)
      Oribe Naoya、Hirano Yoji、del Re Elisabetta、Seidman Larry J.、Mesholam-Gately Raquelle I.、Woodberry Kristen A.、Wojcik Joanne D.、Ueno Takefumi、Kanba Shigenobu、Onitsuka Toshiaki、Shenton Martha E.、Goldstein Jill M.、Niznikiewicz Margaret A.、McCarley Robert W.、Spencer Kevin M.
    • Journal Title

      Schizophrenia Research

      Volume: In Press Pages: 145-152

    • DOI

      10.1016/j.schres.2019.03.025

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 統合失調症の神経生理学的な知見(Neurophysiological findings in patients with schizophrenia2019

    • Author(s)
      平野羊嗣
    • Journal Title

      医学のあゆみ

      Volume: 270 Pages: 776-783

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 台湾精神医学の発展と日本の関わり: 台大醫院精神部五十年紀要・日治時代精神病學史より2019

    • Author(s)
      平野羊嗣, 王百慧, 謝明憲, 黄宗正, 黒木俊秀, 神庭重信
    • Journal Title

      日本精神神経学雑誌

      Volume: 121 Pages: 356-365

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 統合失調症の幻聴の神経基盤-脳構造・脳機能研究2019

    • Author(s)
      鬼塚俊明、中村一太、平野昭吾、平野羊嗣
    • Journal Title

      日本生物学的精神医学会誌

      Volume: 30 Pages: 73-78

    • NAID

      130007777406

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Auditory icons: Design and physical characteristics2019

    • Author(s)
      Cabral Joao Paulo、Remijn Gerard Bastiaan
    • Journal Title

      Applied Ergonomics

      Volume: 78 Pages: 224-239

    • DOI

      10.1016/j.apergo.2019.02.008

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] English as a medium of instruction at a Japanese university: Preferences and opinions of domestic and international students2019

    • Author(s)
      Remijn, G.B., Fuyuno, M., Blanco Cortes, L., Ono, A.
    • Journal Title

      Bulletin of KIKAN Education

      Volume: 5 Pages: 75-85

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Presentation] How the Acoustic Correlates of English Obstruents Appear in Multivariate Analysis2021

    • Author(s)
      Zhang, Y., Nakajima, Y., Ueda, K. Remijn, G.B.
    • Organizer
      The 2021 Asian Conference on Language, Tokyo, Japan (on-line).
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Influence of Comma- and Period-pause Duration on the Listener’s Impression of Speeches Made in Mandarin Chinese2021

    • Author(s)
      Lin, M., Nakajima, Y., Liu, S., Ueda, K., Remijn, G.B.
    • Organizer
      The 2021 Asian Conference on Language, Tokyo, Japan (on-line).
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 時間分解精度の操作がモザイク音声の明瞭度に与える影響:日本語と中国語の比較2020

    • Author(s)
      江口 輝, 上田 和夫, レメイン ジェラード B., 中島 祥好
    • Organizer
      日本音響学会秋季研究発表会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 精神現象の可視化:ガンマオシレーションを軸にした統合失調症の病態解明と治療2020

    • Author(s)
      平野羊嗣
    • Organizer
      第42回日本生物学的精神医学会年会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 局部時間ランダマイズ・モザイク音声の明瞭度2020

    • Author(s)
      江口 輝, 上田 和夫, レメイン ジェラード B., 中島 祥好
    • Organizer
      日本音響学会春季研究発表会(コロナウィルス感染防止のため開催が中止されたが,発表したと見なされることを学会が公表)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 聴力検査の利用に向けたモザイク音声の明瞭度について2019

    • Author(s)
      尾中達郎,中島祥好,上田和夫,ジェラード B. レメイン
    • Organizer
      日本音響学会聴覚研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Locally time-scrambled mosaic speech2019

    • Author(s)
      Hikaru EGUCHI, Kazuo UEDA, Gerard B. REMIJN, Yoshitaka NAKAJIMA
    • Organizer
      日本音響学会聴覚研究会
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 絶対音感保持者及び非保持者における楽譜・音名・ピッチ間の視聴覚ストループ課題2019

    • Author(s)
      山下英吾,中島祥好,上田和夫,ジェラード B. レメイン
    • Organizer
      日本音響学会聴覚研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 楽譜,ピアノ音,文字を用いた視聴覚ストループ効果について2019

    • Author(s)
      八木 美紀,中島 祥好,上田 和夫,ジェラード B. レメイン
    • Organizer
      日本音響学会聴覚研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Perceptual restoration of interrupted locally time-reversed speech: Effects of noise levels and segment duration2019

    • Author(s)
      Kazuo Ueda, Valter Ciocca, Gerard B. Remijn, and Yoshitaka Nakajima
    • Organizer
      Fechner Day 2019: the 35th Annual Meeting of the International Society for Psychophysics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Perceptual restoration of interrupted locally time-reversed speech: Effects of noise levels2019

    • Author(s)
      Kazuo Ueda, Valter Ciocca, Gerard B. Remijn, and Yoshitaka Nakajima
    • Organizer
      The 83rd Annual Convention of the Japanese Psychological Association
    • Related Report
      2019 Annual Research Report
  • [Presentation] Investigation of subcortical volume abnormalities in patients with schizophrenia and bipolar disorder2019

    • Author(s)
      Hirano Y, Sato J, Hirakawa N, Kanba S,Onitsuka T
    • Organizer
      The 21st Annual ISBD Conference on Bipolar Disorders and Depression
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sensory processing dysfunction and abnormal neural oscillation in schizophrenia2019

    • Author(s)
      Hirano Y
    • Organizer
      UNSW Sydney Psychiatry Lecture
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Abnormal Cortical Activities in Schizophrenia -Potential Novel Targets for Clinical Applications-2019

    • Author(s)
      Hirano Y
    • Organizer
      Asia Pacific Society for Biology and Medical Sciences 2019 Annual Meeting
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spontaneous Gamma Activity in Schizophrenia2019

    • Author(s)
      Hirano Y
    • Organizer
      6th Congress of Asian College of Neuropsychopharmacology
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spontaneous and Evoked Auditory Gamma Abnormalities in First-Episode Schizophrenia: A Longitudinal Study2019

    • Author(s)
      Hirano Y, Oribe N, del Re E, Kanba S, Onitsuka T, Levin M, McCarley RW, Spencer KM
    • Organizer
      The ACNP Annual Meeting
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 日本精神神経学会PCN編集委員会の活動について2019

    • Author(s)
      平野羊嗣, 神庭重信, 加藤忠史
    • Organizer
      第115回日本精神神経学会総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] プログレスレポート2019

    • Author(s)
      平野羊嗣
    • Organizer
      第41回日本生物学的精神医学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Sensory Processing and Neural Oscillation Deficits in Schizophrenia: Towards Asian Consortium on EEG studies in Psychosis(シンポジウム23)2019

    • Author(s)
      平野羊嗣
    • Organizer
      第41回日本生物学的精神医学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 急性期統合失調症の病態と治療2019

    • Author(s)
      平野羊嗣
    • Organizer
      精神身体合併症研究会
    • Related Report
      2019 Annual Research Report
  • [Book] 有斐閣 現代心理学辞典2021

    • Author(s)
      子安 増生、丹野 義彦、箱田 裕司(監修),上田和夫 他
    • Total Pages
      1002
    • Publisher
      有斐閣
    • ISBN
      9784641002661
    • Related Report
      2020 Annual Research Report
  • [Book] 知覚・認知心理学2020

    • Author(s)
      箱田裕司 編,光藤宏行,上田和夫,河邉隆寛,河原純一郎,広瀬雄彦,改田明子,中村奈良江,中村國則,小松佐穂子,岩原昭彦
    • Total Pages
      192
    • Publisher
      遠見書房
    • ISBN
      9784866160573
    • Related Report
      2019 Annual Research Report
  • [Book] 美しさと魅力の心理2019

    • Author(s)
      三浦 佳世,河原 純一郎 編著,上田和夫,他 50 名
    • Total Pages
      216
    • Publisher
      ミネルヴァ書房
    • ISBN
      9784623086597
    • Related Report
      2019 Annual Research Report
  • [Book] 生き物と音の事典2019

    • Author(s)
      生物音響学会編,上田和夫,松尾行雄,他 132 名
    • Total Pages
      464
    • Publisher
      朝倉書店
    • ISBN
      9784254171679
    • Related Report
      2019 Annual Research Report
  • [Remarks]

    • URL

      https://hyoka.ofc.kyushu-u.ac.jp/search/details/K002356/english.html

    • Related Report
      2020 Annual Research Report
  • [Remarks]

    • URL

      https://hyoka.ofc.kyushu-u.ac.jp/search/details/K002356/index.html

    • Related Report
      2020 Annual Research Report
  • [Remarks] Ueda Laboratory

    • URL

      https://www.design.kyushu-u.ac.jp/~ueda/index.html

    • Related Report
      2020 Annual Research Report
  • [Remarks] Ueda Laboratory

    • URL

      https://www.design.kyushu-u.ac.jp/~ueda/uedalab_home_j.html

    • Related Report
      2020 Annual Research Report

URL: 

Published: 2019-04-18   Modified: 2023-07-19  

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