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Development of vocal disorder diagnosis method by using concentrated mass model

Research Project

Project/Area Number 17H03192
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Dynamics/Control
Research InstitutionKyushu University

Principal Investigator

Ishikawa Satoshi  九州大学, 工学研究院, 准教授 (60612124)

Co-Investigator(Kenkyū-buntansha) 木庭 洋介  九州大学, 工学研究院, 技術専門職員 (20380602)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,940,000 (Direct Cost: ¥13,800,000、Indirect Cost: ¥4,140,000)
Fiscal Year 2019: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2018: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥11,310,000 (Direct Cost: ¥8,700,000、Indirect Cost: ¥2,610,000)
Keywords発声障害診断 / 音声生成解析 / 声帯振動 / 自励振動 / 集中系モデル / 喉頭がん / 声帯ポリープ / 声帯麻痺 / 診断 / 発声障害 / 音声生成
Outline of Final Research Achievements

In this study, we propose a method for diagnosing vocal dysfunction in which air in a vocal tract is modeled as a concentrated mass model and flow velocity waveform in the vocal folds are inversely analyzed from voice data measured by a microphone. During the research period, a vocalization model (simple model and detailed model) imitating human vocalization mechanism was produced, and the velocity waveform in the vocal cords was inversely analyzed from the sound at the model exit, and the validity of the diagnostic method was verified. Then, we analyzed the velocity waveform in the vocal cords using the voice data of dysphonia patients, and classified the velocity waveforms for each disease such as vocal cord polyps, polyp-like vocal cords, and vocal cord paralysis. Furthermore, we made a speech generation analysis model including vocal cord vibrations, clarified the human vocalization mechanism, and simulated some vocalization disorders.

Academic Significance and Societal Importance of the Research Achievements

喉頭がん,声帯ポリープなどの発声障害は早期発見が重要である.発声障害の診断では,画像診断の他に音声検査(GRBAS尺度)が行われているが客観性に乏しい.音声から声帯部の流速変動(声帯音源波)を推定できれば,声帯の病変が直接的に影響するため,病変をより正確に知ることができる.
本研究では,マイクで測定した音声から声帯音源波形を逆解析する診断手法を提案した.提案手法は計算負荷の少ない診断手法であるため,音声障害診断への適用のみならず集団検診やインターネットを利用したスクリーニング診断にも展開できる.また,音声生成解析モデルを作成し,発声メカニズムや疾患による音声変化のメカニズムの一部を明確にした.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (10 results)

All 2020 2019 2018 2017

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (9 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] Inverse analysis of vocal sound source using an analytical model of the vocal tract2019

    • Author(s)
      Kazuya Yokota, Satoshi Ishikawa, Yosuke Koba, Shinya Kijimoto, Shohei Sugiki
    • Journal Title

      Applied Acoustics

      Volume: 150 Pages: 89-103

    • DOI

      10.1016/j.apacoust.2019.02.005

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Presentation] 声道解析モデルを用いた医療応用技術の開発2020

    • Author(s)
      竹崎公祐,横田和哉,石川諭, 木庭洋介, 雉本信哉
    • Organizer
      日本機械学会機械力学・計測制御部門講演会2020
    • Related Report
      2019 Annual Research Report
  • [Presentation] モード解析を用いた音声生成解析モデルの開発2020

    • Author(s)
      横田和哉,石川諭,竹崎公祐,木庭洋介,雉本信哉
    • Organizer
      日本機械学会機械力学・計測制御部門講演会2020
    • Related Report
      2019 Annual Research Report
  • [Presentation] INVERSE ANALYSIS OF VOCAL SOUND SOURCE BY ACOUSTIC ANALYSIS OF THE VOCAL TRACT2019

    • Author(s)
      Kazuya Yokota, Satoshi Ishikawa, Yosuke Koba, Shinya Kijimoto
    • Organizer
      26th International Congress on Sound and Vibration
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 声道解析モデルを用いた音声診断技術の開発2019

    • Author(s)
      横田和也, 石川諭, 雉本信哉, 木庭洋介
    • Organizer
      日本機械学会機械力学・計測制御部門講演会2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] INVERSE ANALYSIS OF VOCAL SOUND SOURCE BY ACOUSTIC ANALYSIS OF THE VOCAL TRACT2019

    • Author(s)
      Yokota Kazuya, Ishikawa Satoshi, Koba Yosuke, Kijimoto Shinya
    • Organizer
      The 26th International Congress on Sound and Vibration
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 声道解析モデルを用いた音声診断技術の開発2018

    • Author(s)
      横田 和哉, 石川 諭, 雉本 信哉, 木庭 洋介
    • Organizer
      日本機械学会 機械力学・計測制御部門講演会2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 声道解析モデルを用いた発声障害診断技術の開発2018

    • Author(s)
      横田 和哉, 石川 諭, 雉本 信哉, 木庭 洋介
    • Organizer
      生体医工学シンポジウム2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] Acoustic diagnosis of voice disturbance using analytical model of the vocal tract2018

    • Author(s)
      Kazuya Yokota, Satoshi Ishikawa, Shinya Kijimoto, and Yosuke Koba
    • Organizer
      25th International Congress on Sound and Vibration
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 声道解析モデルを用いた医療応技術の開発2017

    • Author(s)
      横田 和哉,石川 諭,雉本 信哉,木庭 洋介,杉木 昭平
    • Organizer
      機械力学・計測制御部門講演会2017
    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2021-02-19  

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