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Prediction model for naturalness of spoken Japanese

Research Project

Project/Area Number 17K02705
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Linguistics
Research InstitutionShokei University

Principal Investigator

Yamakawa Kimiko  尚絅大学, 文化言語学部, 准教授 (80455196)

Co-Investigator(Kenkyū-buntansha) 天野 成昭  愛知淑徳大学, 人間情報学部, 教授 (90396119)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2017: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords日本語音声 / 自然性 / 相対時間長 / 相対基本周波数 / 相対強度 / 日本語学習者 / 自然性予測の定量的モデル / 音響特徴量 / 相対周波数 / 時間長 / 強度 / 基本周波数 / VOA / 音声学 / 日本語 / 音響特徴 / 音声知覚
Outline of Final Research Achievements

Japanese spoken by non-native Japanese speakers is often perceived as "unnatural Japanese" by native Japanese speakers. To explore a cause of the unnaturalness, phoneme duration, fundamental frequency, and intensity were analyzed in Japanese speech by non-native speakers. It was revealed that unnaturalness is caused mostly by deviation of phoneme duration and fundamental frequency from those in Japanese speech by naive Japanese speakers. Their deviation effects on naturalness were measured with a rating scale method for a stimulus continuum of phoneme duration and fundamental frequency. From A quantitative predicting model of naturalness of Japanese speech was developed using a multiple regression equation with the phoneme duration and fundamental frequency.

Academic Significance and Societal Importance of the Research Achievements

本研究の成果は,これまで不明だった日本語音声の自然性に関する特性・原理を科学的に解明し,総合的に理解するための第一歩として学術的価値が高い。また,その知見に基づいた教育方法や音声教育ソフトウェア等の開発により,非日本語母語話者に対するIT機器による合理的・効果的な日本語音声教育の実現に寄与が期待できる。この日本語音声教育の実現は,国内外の非日本語母語話者との音声コミュニケーションの円滑化をはかり,文化・政治・経済等における日本と世界各国との連携強化のための基盤として重要な役割を果たすと言える。

Report

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

    (14 results)

All 2020 2019 2018 2017

All Journal Article (1 results) (of which Open Access: 1 results) Presentation (13 results) (of which Int'l Joint Research: 6 results)

  • [Journal Article] 非日本語母語話者による日本語音声の自然性の原因解明に向けた音響解析2020

    • Author(s)
      山川仁子,天野成昭
    • Journal Title

      尚絅大学研究紀要 A. 人文・社会科学編

      Volume: 52 Pages: 152-167

    • NAID

      130007882218

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Presentation] Identifying acoustic features that cause unnaturalness of non-native speakers' Japanese2019

    • Author(s)
      Kimiko Yamakawa, Shigeaki Amano
    • Organizer
      The 18th International Congress of Phonetic Sciences
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Logarithmic duration to predict and discriminate singleton and geminate consonants in Japanese2019

    • Author(s)
      Shigeaki Amano, Kimiko Yamakawa, Mariko Kondo
    • Organizer
      The 18th International Congress of Phonetic Sciences
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 撥音と鼻子音の生成範疇境界を表す変数2019

    • Author(s)
      天野成昭,山川仁子
    • Organizer
      日本音響学会季春研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 撥音と鼻子音の生成範疇境界を表す変数2019

    • Author(s)
      天野成昭,山川仁子
    • Organizer
      日本音響学会春季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] Identifying acoustic features that cause unnaturalness of non-native speakers' Japanese2019

    • Author(s)
      Kimiko Yamakawa, Shigeaki Amano
    • Organizer
      International Congress of Phonetic Sciences 2019
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Logarithmic duration to predict and discriminate singleton and geminate consonants in Japanese2019

    • Author(s)
      Shigeaki Amano, Kimiko Yamakawa, Mariko Kondo
    • Organizer
      International Congress of Phonetic Sciences ICPhS 2019
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 非日本語母語話者の発声した日本語の自然性に関わる変数2018

    • Author(s)
      山川仁子,天野成昭
    • Organizer
      日本音響学会秋季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] 破裂音/t/, 摩擦音/s/,破擦音/ch/の促音・非促音の生成範疇境界を表す変数2018

    • Author(s)
      天野成昭,山川仁子
    • Organizer
      日本音響学会秋季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] 促音・非促音を含む単語における発声速度と母音無声化率2018

    • Author(s)
      天野成昭,山川仁子
    • Organizer
      日本音響学会春季研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] Perception boundary of Japanese singleton and geminate stops with devoiced vowels.2017

    • Author(s)
      Shigeaki Amano, Kimiko Yamakawa
    • Organizer
      International Symposium on Monolingual and Bilingual Speech 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Two-dimensional mapping of Japanese fricative and affricates spoken by Japanese and Korean speakers.2017

    • Author(s)
      Kimiko Yamakawa, Shigeaki Amano
    • Organizer
      International Symposium on Monolingual and Bilingual Speech 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 母音の無声化を伴う促音・非促音の知覚範疇境界を表す変数2017

    • Author(s)
      天野成昭,山川仁子
    • Organizer
      日本音響学会秋季研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] 中国語母語話者における日本語の促音・非促音の知覚2017

    • Author(s)
      天野成昭,山川仁子
    • Organizer
      日本音響学会聴覚研究会
    • Related Report
      2017 Research-status Report

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

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