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Study of automatic captioning based on unified modeling of spontaneous speech recognition and automatic editing

Research Project

Project/Area Number 25730112
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Research InstitutionKyoto University

Principal Investigator

Akita Yuya  京都大学, 経済学研究科, 講師 (90402742)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords音声認識 / 自動整形 / 話し言葉 / 字幕
Outline of Final Research Achievements

A variety of redundant and colloquial expressions are observed in spontaneous speech such as classroom lectures and academic talks. Thus, automatic speech recognition (ASR) systems need to cover these kinds of spontaneous expressions to make accurate transcripts, while these expressions in the transcripts are then edited and/or removed for better captions. In this research, models of ASR and automatic editing are considered as transformation to/from the style of spontaneous speech. Characteristics of spontaneous speech are modeled, then the model is applied to ASR and automatic editing. We have developed an automatic captioning system based on this framework for lectures.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (7 results)

All 2015 2014 2013

All Presentation (7 results) (of which Int'l Joint Research: 2 results)

  • [Presentation] Automatic classification of usability of ASR result for real-time captioning of lectures2015

    • Author(s)
      Yuya Akita, Nobuhiro Kuwahara, Tatsuya Kawahara
    • Organizer
      APSIPA ASC
    • Place of Presentation
      香港(中国)
    • Year and Date
      2015-12-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 音声認識を用いた講義・講演の字幕作成・編集システム2015

    • Author(s)
      秋田祐哉, 三村正人, 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
      早稲田大学(東京都新宿区)
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] Language model adaptation for academic lectures using character recognition result of presentation slides2015

    • Author(s)
      Yuya Akita, Yizheng Tong, Tatsuya Kawahara
    • Organizer
      IEEE-ICASSP
    • Place of Presentation
      ブリスベン(オーストラリア)
    • Year and Date
      2015-04-19
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 講演音声認識結果の誤り箇所の復唱入力を用いたノートテイクシステム2015

    • Author(s)
      大田健翔, 秋田祐哉, 河原達也
    • Organizer
      情報処理学会全国大会
    • Place of Presentation
      京都大学(京都市左京区)
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 講演スライドの文字認識結果を用いた音声認識の改善2014

    • Author(s)
      童弋正, 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
      ホテル花巻(岩手県花巻市)
    • Year and Date
      2014-07-24 – 2014-07-26
    • Related Report
      2014 Research-status Report
  • [Presentation] 音声認識結果の有用性の自動判定に基づく 講義のリアルタイム字幕付与システム2014

    • Author(s)
      桑原暢弘, 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
      日本大学(東京都千代田区)
    • Related Report
      2013 Research-status Report
  • [Presentation] 音声認識を用いたオンライン自動字幕作成・編集システム2013

    • 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
      豊橋技術科学大学(愛知県豊橋市)
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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