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Development of a diagnostic tool for children with autism spectrum disorder based on preverbal vocalization using speech synthesis technology

Research Project

Project/Area Number 16K01556
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Rehabilitation science/Welfare engineering
Research InstitutionUniversity of Miyazaki

Principal Investigator

Nakai Yasushi  宮崎大学, 教育学部, 准教授 (80462050)

Co-Investigator(Kenkyū-buntansha) 大歳 太郎  関西医療大学, 保健医療学部, 教授 (40336483)
Research Collaborator TAKADA Satoshi  
TAKIGUCHI Tetsuya  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywords自閉スペクトラム症 / 音声合成 / 診断ツール / 音声解析 / プロソディ / 無意味発声 / 診断
Outline of Final Research Achievements

The qualitative elements of speech are collectively called prosody. Prosody abnormalities are observed in the speech of children with autistic spectrum disorder. Therefore, the purpose of this study was to use speech synthesis technology to quantitatively characterize prosody abnormalities in children with autism spectrum disorder. The outcome of this study is to quantify some of the prosody abnormalities of speech in children with autism spectrum disorder. The results of this study were published in an international journal. This suggests that accumulating the methods and techniques that this research has been working on may lead to the development of ultra-early diagnostic tools for children with autism spectrum disorders based on prosody abnormalities.

Academic Significance and Societal Importance of the Research Achievements

自閉スペクトラム症児のプロソディ異常のパターンの一端を定量的に示すことができた。これにより、これまで人間の聴覚による主観的評価に基づいていた知見が客観的に支持された。また、自閉スペクトラム症児に限らず、定型発達児も含め、言語発達の評価方法について、従来の量的側面を重視したものから、新たな質的側面を重視したものの重要性を示唆した。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (10 results)

All 2019 2018 2017 2016 Other

All Journal Article (4 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results) Presentation (4 results) Book (1 results) Remarks (1 results)

  • [Journal Article] 自閉スペクトラム症児の発達的変化に応じた保護者支援 -学校段階別の気になる行動の観点から-2018

    • Author(s)
      中井靖、山田美季、神垣彬子
    • Journal Title

      宮崎大学教育学部紀要

      Volume: 91 Pages: 88-93

    • NAID

      120007120645

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Detecting Abnormal Word Utterances in Children With Autism Spectrum Disorders: Machine-Learning-Based Voice Analysis Versus Speech Therapists.2017

    • Author(s)
      Nakai Y, Takiguchi T, Matsui G, Yamaoka N, Takada S
    • Journal Title

      Perceptual and Motor Skills

      Volume: 124 Issue: 5 Pages: 961-973

    • DOI

      10.1177/0031512517716855

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Autonomic nerve activities during sleep in children with severe motor and intellectual disabilities2017

    • Author(s)
      松井学洋、中井靖、高田哲
    • Journal Title

      NO TO HATTATSU

      Volume: 49 Issue: 4 Pages: 260-266

    • DOI

      10.11251/ojjscn.49.260

    • NAID

      130005757890

    • ISSN
      0029-0831, 1884-7668
    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] 微細運動と言語能力の発達からみた模倣動作「バイバイ」2017

    • Author(s)
      松井学洋、中井靖、高田哲
    • Journal Title

      小児保健研究

      Volume: 76 Pages: 601-607

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] 微細運動と言語能力の発達からみた模倣動作「バイバイ」2018

    • Author(s)
      松井学洋、中井靖、高田哲
    • Organizer
      第121回日本小児科学会学術集会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 学齢期の自閉スペクトラム症児における感覚刺激に対する年齢別反応特性2018

    • Author(s)
      大歳太郎、五十嵐千尋、倉澤茂樹、中井靖、大歳美和
    • Organizer
      第52回日本作業療法学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 自閉スペクトラム症児における感覚刺激に対する年齢別反応特性-第2報-2018

    • Author(s)
      五十嵐千尋、大歳太郎、片山裕代、中井靖、大歳美和
    • Organizer
      第52回日本作業療法学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Behavioral development related to joint attention in low-risk very and extremely low birth weight infants at around 19 months of age2016

    • Author(s)
      Noriko Yamaoka, Yasushi Nakai, Satoshi Takada
    • Organizer
      The 48th Asia-Pacific Academic Consortium for Public Health Conference
    • Place of Presentation
      Teikyo University
    • Year and Date
      2016-09-18
    • Related Report
      2016 Research-status Report
  • [Book] 実践に生かす障害児保育・特別支援教育2019

    • Author(s)
      前田泰弘、立元真、中井靖、小笠原明子
    • Total Pages
      226
    • Publisher
      萌文書林
    • ISBN
      9784893473264
    • Related Report
      2018 Annual Research Report
  • [Remarks] 中井靖の研究室

    • URL

      http://yas-nakai.jp/

    • Related Report
      2018 Annual Research Report 2017 Research-status Report 2016 Research-status Report

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Published: 2016-04-21   Modified: 2020-03-30  

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