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2011 Fiscal Year Final Research Report

Analysis of infant-directed speech by acoustic and computational modeling methods.

Research Project

  • PDF
Project/Area Number 21610028
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Children studies (Studies of environment on children)
Research InstitutionThe Institute of Physical and Chemical Research

Principal Investigator

MAZUKA Reiko  独立行政法人理化学研究所, 言語発達研究チーム, チームリーダー (00392126)

Co-Investigator(Kenkyū-buntansha) KIKUCHI Hideaki  早稲田大学, 人間科学学術院, 准教授 (70308261)
Co-Investigator(Renkei-kenkyūsha) ICHIKAWA Akira  早稲田大学, 人間科学学術院, 教授 (80241933)
TAJIMA Keiichi  法政大学, 文学部, 准教授 (70366821)
Research Collaborator MIYAZAWA Kouki  独立行政法人理化学研究所, 言語発達研究チーム, Junior Research Associate,研究員 (90631656)
RICARDO Hoffman bion  Stanford University, Stanford CA, USA, Department of Psychology, Graduate Student
Project Period (FY) 2009 – 2011
Keywordsシミュレーション / 母音獲得 / 長短母音 / 対乳児音声 / SOM
Research Abstract

The goal of the present project was to investigate how the nature of infant-directed speech(IDS) differs from that of adult-directed speech(ADS), and what functions the properties of IDS may play for infants phonological acquisition. In particular, we focused on the vowel category acquisition. In acquiring vowel categories, based on the quality differences(i. e.,/a/,/i/,/u/,/e/,/o/), SOM models that were developed for ADS were able to learn similar categories from IDS as well. The distinction between short and long vowels, however, turned out to be particularly challenging. That was because the actual duration of the vowels varied widely independent of whether it is phonologically short or long, and we are continuing our research into what additional information will be necessary for a model to acquire the long-short vowel distinction.

  • Research Products

    (14 results)

All 2012 2011 2010 2009

All Journal Article (7 results) (of which Peer Reviewed: 3 results) Presentation (7 results)

  • [Journal Article] 対乳児発話の母音のフォルマント遷移と明瞭性:理研日本語母子対話コーパスに基づく解析2012

    • Author(s)
      宮澤幸希、菊池英明、馬塚れい子
    • Journal Title

      日本音響学会講演論文集

      Pages: 615-616

  • [Journal Article] マルチタイムスケール音韻獲得モデルを用いた対乳児音声の特性解析2012

    • Author(s)
      宮澤幸希、菊池英明、馬塚れい子
    • Journal Title

      信学技報

      Pages: 19-24

  • [Journal Article] The multi timescale phoneme acquisition model of the self-organizing based on the dynamic features2011

    • Author(s)
      宮澤幸希、三浦英朗、菊池英明、馬塚れい子
    • Journal Title

      Proceedings of Interspeech

      Pages: 749-752

    • Peer Reviewed
  • [Journal Article] 連続音声からの音韻カテゴリ獲得モデルに関する考察2011

    • Author(s)
      宮澤幸希、三浦英朗、菊池英明、馬塚れい子
    • Journal Title

      2011年度人工知能学会全国大会(第25回)予稿集

      Pages: 1-3

    • Peer Reviewed
  • [Journal Article] 対乳児発話の音韻の明瞭性:理研日本語母子対話コーパスによる解析2011

    • Author(s)
      宮澤幸希、菊池英明、馬塚れい子
    • Journal Title

      日本音響学会2011年春季研究発表会講演論文集

      Pages: 487-490

  • [Journal Article] Unsupervised learning of vowels from continuous speech based on self-organized phoneme acquisition model2010

    • Author(s)
      宮澤幸希、菊池英明、馬塚れい子
    • Journal Title

      Proceedings of Interspeech

      Pages: 2914-2917

    • Peer Reviewed
  • [Journal Article] 対乳児発話の母音の時間構造:理研日本語母子対話コーパスを用いた分析2009

    • Author(s)
      宮澤幸希、菊池英明、新谷敬人、馬塚れい子
    • Journal Title

      信学技報

      Pages: 67-72

  • [Presentation] 対乳児発話の母音のフォルマント遷移と明瞭性:理研日本語母子対話コーパスに基づく解析2012

    • Author(s)
      宮澤幸希
    • Organizer
      日本音響学会2012年春季研究発会
    • Place of Presentation
      神奈川、日本
    • Year and Date
      2012-03-15
  • [Presentation] マルチタイムスケール音韻獲得モデルを用いた対乳児音声の特性解析2012

    • Author(s)
      宮澤幸希
    • Organizer
      電子情報通信学会音声研究会
    • Place of Presentation
      埼玉、日本
    • Year and Date
      2012-03-08
  • [Presentation] The multi timescale phoneme acquisition model of the self-organizing based on the dynamic features2011

    • Author(s)
      宮澤幸希
    • Organizer
      Interspeech 2011
    • Place of Presentation
      フローレンス、イタリア
    • Year and Date
      2011-08-30
  • [Presentation] 連続音声からの音韻カテゴリ獲得モデルに関する考察2011

    • Author(s)
      宮澤幸希
    • Organizer
      2011年度人工知能学会全国大会(第25回)
    • Place of Presentation
      岩手、日本
    • Year and Date
      2011-06-01
  • [Presentation] 対乳児発話の音韻の明瞭性:理研日本語母子対話コーパスによる解析2011

    • Author(s)
      宮澤幸希
    • Organizer
      日本音響学会2011年春季研究会
    • Place of Presentation
      東京、日本
    • Year and Date
      2011-03-09
  • [Presentation] Unsupervised learning of vowels from continuous speech based on self-organized phoneme acquisition model2010

    • Author(s)
      宮澤幸希
    • Organizer
      Interspeech 2010
    • Place of Presentation
      千葉、日本
    • Year and Date
      2010-09-30
  • [Presentation] 対乳児発話の母音の時間構造-理研日本語母子対話コーパスを用いた分析-2009

    • Author(s)
      宮澤幸希
    • Organizer
      電子情報通信学会音声研究会
    • Place of Presentation
      静岡、日本
    • Year and Date
      2009-11-27

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Published: 2013-07-31  

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