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Construction and Summarization of Lecture Contents Using Both Slides and Lecture Speech

Research Project

Project/Area Number 23700115
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Media informatics/Database
Research InstitutionToyohashi University of Technology

Principal Investigator

TSUCHIYA Masatoshi  豊橋技術科学大学, 情報メディア基盤センター, 准教授 (70378256)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords自動要約 / 音声認識 / 固有表現 / 機能表現
Outline of Final Research Achievements

Because lecture speech contains spoken phenomena such as filled pauses and silent pauses, a robust automatic speech recoginition method is necessary in order to realize automatic summarization of lecture speech. Our method consists of two steps: 1st step is to predict filler insertion locations and pause insertion locations against loosely transcribed corpora which has no pause information using filler insertion model and pause insertion model learned from precisely transcribed corpora including filler information and pause information, and 2nd step is to construct a language model based on both loosely transcribed corpora and predicted information.
And more, a method to detect lecture specific named entities was developed. The human annotation scheme to map lecture slides and lecture speech transcriptions was also established.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (8 results)

All 2013 2012 2011 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (7 results)

  • [Journal Article] ポーズを考慮した話し言葉言語モデルの構築2012

    • Author(s)
      太田 健吾, 土屋 雅稔, 中川 聖一
    • Journal Title

      情報処理学会論文誌

      Volume: 53 Pages: 889-900

    • NAID

      110008767197

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] プライバシ保護のための音声からの人名除去とその評価2013

    • Author(s)
      川口 亮,土屋 雅稔,中川 聖一
    • Organizer
      日本音響学会2013年秋季研究発表会
    • Place of Presentation
      豊橋技術科学大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 整形された書き起こしからの整形・非整形部分の自動検出2012

    • Author(s)
      太田 健吾, 土屋 雅稔, 中川 聖一
    • Organizer
      第6回音声ドキュメント処理ワークショップ
    • Place of Presentation
      豊橋技術科学大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 代表・派生関係を利用した日本語機能表現の解析方式の評価2012

    • Author(s)
      鈴木 敬文, 阿部 佑亮, 宇津呂 武仁, 松吉 俊, 土屋 雅稔
    • Organizer
      言語処理学会第18回年次大会
    • Place of Presentation
      広島市立大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 『現代日本語書き言葉均衡コーパス』における複合辞の検出と評価2012

    • Author(s)
      鈴木 敬文, 阿部 佑亮, 宇津呂 武仁, 松吉 俊, 土屋 雅稔
    • Organizer
      コーパス日本語学ワークショップ
    • Place of Presentation
      国立国語研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] Detection of Precisely Transcribed Parts from Inexact Transcribed Corpus2011

    • Author(s)
      Kengo Ohta, Masatoshi Tsuchiya, Seiichi Nakagawa
    • Organizer
      Automatic Speech Recognition and Understanding Workshop
    • Place of Presentation
      アメリカ・ハワイ
    • Related Report
      2011 Research-status Report
  • [Presentation] Developing Partially-Transcribed Speech Corpus from Edited Transcriptions

    • Author(s)
      Kengo Ohta, Masatoshi Tsuchiya, Seiichi Nakagawa
    • Organizer
      The 8th International Conference on Language Resources and Evaluation (LREC2012)
    • Place of Presentation
      Istanbul, Turkey
    • Related Report
      2012 Research-status Report
  • [Presentation] 川口 亮, 土屋 雅稔, 中川 聖一

    • Author(s)
      音声ドキュメント中の人名抽出
    • Organizer
      日本音響学会2013年春季研究発表会
    • Place of Presentation
      東京工科大学
    • Related Report
      2012 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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