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Study of automatic style transformation of spoken transcripts based on statistical modeling of spontaneous speech

Research Project

Project/Area Number 21700193
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Perception information processing/Intelligent robotics
Research InstitutionKyoto University

Principal Investigator

AKITA Yuya  京都大学, 学術情報メディアセンター, 助教 (90402742)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords話し言葉 / 音声認識 / 自動整形 / モデル化
Research Abstract

To enhance the availability of spontaneous speech recognition, we conducted a study of automatic transformation of spoken transcripts to the document style. Since spoken transcripts contain a variety of colloquial and redundant expressions, and no punctuation marks are inserted, readability of such transcripts is quite low. In this study, we specifically focused on transformation of text styles by modeling the correspondence between spoken and documented texts, and automatic punctuation for spoken transcripts.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (22 results)

All 2012 2011 2010 2009

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (18 results)

  • [Journal Article] 会議録作成支援のための国会審議の音声認識システム2010

    • Author(s)
      秋田祐哉, 三村正人, 河原達也
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol.J93-D, No.9 Pages: 1736-1744

    • NAID

      110007123305

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical transformation of language and pronunciation models for spontaneous speech recognition2010

    • Author(s)
      Yuya Akita and Tatsuya Kawahara
    • Journal Title

      IEEE Trans. Audio Speech & Language Process

      Volume: Vol.18, No.6 Issue: 6 Pages: 1539-1549

    • DOI

      10.1109/tasl.2009.2037400

    • NAID

      120002511319

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical transformation of language and pronunciation models for spontaneous speech recognition2010

    • Author(s)
      Yuya Akita
    • Journal Title

      IEEE Trans.Audio, Speech & Language Process.

      Volume: 18(6) Pages: 1539-1549

    • NAID

      120002511319

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 会議録作成支援のための国会審議の音声認識システム2010

    • Author(s)
      秋田祐哉
    • Journal Title

      電子情報通信学会論文誌

      Volume: J93-D(9) Pages: 1736-1744

    • NAID

      110007123305

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 予稿の話し言葉変換に基づく言語モデルによる講演音声認識2012

    • Author(s)
      渡邉真人, 秋田祐哉, 河原達也
    • Organizer
      日本音響学会春季研究発表会
    • Place of Presentation
      神奈川大学(横浜市)
    • Year and Date
      2012-03-15
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 国会音声認識システムの音響・言語モデルの半自動更新2011

    • Author(s)
      秋田祐哉, 三村正人, Graham Neubig, 河原達也
    • Organizer
      情報処理学会音声言語情報処理研究会
    • Place of Presentation
      国立オリンピック記念青少年総合センター(東京都渋谷区)
    • Year and Date
      2011-12-20
    • Related Report
      2011 Final Research Report
  • [Presentation] Automatic comma insertion of lecture transcripts based on multiple annotations2011

    • Author(s)
      Yuya Akita and Tatsuya Kawahara
    • Organizer
      Interspeech 2011
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2011-08-31
    • Related Report
      2011 Final Research Report
  • [Presentation] Automatic Comma Insertion of Lecture Transcripts Based on Multiple Annotations2011

    • Author(s)
      Yuya Akita
    • Organizer
      Interspeech 2011
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2011-08-31
    • Related Report
      2011 Annual Research Report
  • [Presentation] 講演に対する読点の複数アノテーションに基づく自動挿入2011

    • Author(s)
      秋田祐哉, 河原達也
    • Organizer
      情報処理学会音声言語情報処理研究会
    • Place of Presentation
      定山渓グランドホテル瑞苑(札幌市)
    • Year and Date
      2011-07-21
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 衆議院会議録作成における音声認識システム-言語モデル-2011

    • Author(s)
      秋田祐哉, 河原達也, 政瀧浩和
    • Organizer
      日本音響学会春季研究発表会
    • Place of Presentation
      早稲田大学(東京都新宿区)
    • Year and Date
      2011-03-11
    • Related Report
      2011 Final Research Report
  • [Presentation] 衆議院会議録作成における音声認識システム-言語モデル-2011

    • Author(s)
      秋田祐哉
    • Organizer
      日本音響学会 春季研究発表会
    • Place of Presentation
      早稲田大学(東京都新宿区)
    • Year and Date
      2011-03-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] 国会音声認識システムの音響・言語モデルの半自動更新2010

    • Author(s)
      秋田祐哉
    • Organizer
      情報処理学会 音声言語情報処理研究会
    • Place of Presentation
      国立オリンピック記念青少年総合センター(東京都渋谷区)
    • Year and Date
      2010-12-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] Masato Mimura, Graham Neubig and Tatsuya Kawahara. Semi-automated update of automatic transcription system for the Japanese national congress2010

    • Author(s)
      Yuya Akita
    • Organizer
      Interspeech
    • Place of Presentation
      幕張メッセ(千葉市)
    • Year and Date
      2010-09-27
    • Related Report
      2011 Final Research Report
  • [Presentation] Semi-automated update of automatic transcription system for the Japanese national congress2010

    • Author(s)
      Yuya Akita
    • Organizer
      ISCA Interspeech 2010
    • Place of Presentation
      幕張メッセ(千葉市)
    • Year and Date
      2010-09-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 講演における読点の個人的傾向のモデル化と自動挿入2010

    • Author(s)
      秋田祐哉, 河原達也
    • Organizer
      日本音響学会秋季研究発表会
    • Place of Presentation
      関西大学(大阪府吹田市)
    • Year and Date
      2010-09-14
    • Related Report
      2011 Final Research Report
  • [Presentation] 講演における読点の個人的傾向のモデル化と自動挿入2010

    • Author(s)
      秋田祐哉
    • Organizer
      日本音響学会 秋季研究発表会
    • Place of Presentation
      関西大学(大阪府吹田市)
    • Year and Date
      2010-09-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] 国会音声における認識文と整形過程の分析2010

    • Author(s)
      秋田祐哉, 河原達也
    • Organizer
      日本音響学会春季研究発表会
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2010-03-09
    • Related Report
      2011 Final Research Report
  • [Presentation] 国会音声における認識文と整形過程の分析2010

    • Author(s)
      秋田祐哉
    • Organizer
      日本音響学会 春季研究発表会
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 講演の書き起こしに対する読点の自動挿入2009

    • Author(s)
      秋田祐哉, 河原達也
    • Organizer
      日本音響学会秋季研究発表会
    • Place of Presentation
      日本大学(福島県郡山市)
    • Year and Date
      2009-09-16
    • Related Report
      2011 Final Research Report
  • [Presentation] 講演の書き起こしに対する読点の自動挿入2009

    • Author(s)
      秋田祐哉
    • Organizer
      日本音響学会 秋季研究発表会
    • Place of Presentation
      日本大学(福島県郡山市)
    • Year and Date
      2009-09-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] Automatic transcription system for meetings of the Japanese National2009

    • Author(s)
      Yuya Akita, Masato Mimura and Tatsuya Kawahara
    • Organizer
      Congress. Interspeech
    • Place of Presentation
      Brighton, UK
    • Year and Date
      2009-09-07
    • Related Report
      2011 Final Research Report
  • [Presentation] Automatic Transcription System for Meetings of the Japanese National Congress2009

    • Author(s)
      Yuya Akita
    • Organizer
      ISCA Interspeech 2009
    • Place of Presentation
      Brighton Centre, Brighton, UK
    • Year and Date
      2009-09-07
    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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