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Research Development and Evaluation of Speech-based in formation Retrieval Systems

Research Project

Project/Area Number 12680406
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報システム学(含情報図書館学)
Research InstitutionUniversity of Tsukuba (2003)
University of Library and Information Science (2000-2002)

Principal Investigator

ISHIKAWA Tetsuya  University of Tsukuba, Graduate school, Professor, 図書館情報学系, 教授 (20041808)

Co-Investigator(Kenkyū-buntansha) AKIBA Tomoyosi  AIST, Senior Researcher, 情報処理研究部門, 主任研究員
ITOU Katunobu  Nagoya University, Associate Professor, 大学院・情報科学研究科, 助教授 (30356472)
FUJII Atsushi  University of Tsukuba, Associate Professor, 図書館情報学系, 助教授 (30302433)
Project Period (FY) 2000 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2003: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2002: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 2001: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2000: ¥800,000 (Direct Cost: ¥800,000)
KeywordsSpeech recognition / Speech dialog / Information retrieval / Spontaneous speech / Language models / Discourse analysis / Question answering / Test collections / 講演音声検索 / 未知語問題 / WWWからの事典情報収集 / 言語横断検索 / 音声要約
Research Abstract

While the number of machine readable information accessible via the World Wide Web is growing, the digital divide problem caused by various barriers, such as keyboard literacy, has become crucial
To counter this problem, we developed a system that can be used via speech information and evaluated its performance by means of experiments
In research on automatic speech recognition and speech dialogue systems, a system with a limited vocabulary was usually applied to restricted domains. However, existing text retrieval systems have been targeted various types of texts, such those on the Web, and therefore the vocabulary size is much larger than that for speech recognition. Thus, we proposed a method to fill the gap between speech recognition and text retrieval in terms of the vocabulary size
Reflecting the rapid growth in utilization of machine readable multilingual texts, including those accessible via the Web, it is feasible that users are interested in retrieving information across languages. However, users who have difficulty formulating foreign queries cannot select and exploit foreign information. To resolve this problem, we integrated multi-lingual and cross-language information retrieval techniques to our retrieval system
Although researchers in the spoken language processing (SLP), information retrieval (IR), and natural language processing (NLP) communities share the target, i.e., human languages, researchers in the different communities have not fully collaborated to improve the quality of Human language technologies in past research project. Consequently, it is difficult for researchers in a community to understand the problems in the other communities. Our project was an example joint research, in which we developed a system including technologies proposed in the SLP, IR, and NLP communities

Report

(5 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • 2000 Annual Research Report
  • Research Products

    (35 results)

All Other

All Publications (35 results)

  • [Publications] 秋葉友良, 伊藤克亘, 藤井敦: "N-gramの部分的強調による定型表現への言語モデル適応手法"電子情報通信学会論文誌 D-II. J86-D-II, No.12. 1727-1736 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou, T.Ishikawa: "Speech-Driven Text Retrieval"Information Retrieval Techniques for Speech Applications. 94-104 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou, T.Akiba, T.Ishikawa: "A Cross-media Retrieval System for Lecture Videos"Proc.the 8th European Conference on Speech Communication and Technology. 1149-1152 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou: "Building a Test Collection for Speech-Driven Web Retrieval"Proc.the 8th European Conference on Speech Communication and Technology. 1153-1156 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Akiba, K.Itou: "Adapting Language Models for Frequent Fixed Phrases by Emphasizing N-gram Subsets"Proc.the 8th European Conference on Speech Communication and Technology. 1469-1472 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou, T.Ishikawa: "A Method for Open-Vocabulary Speech-Driven Text Retrieval"Proc.EMNLP2002. 188-195 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Akiba, K.Itou, A.Fujii: "A Language Model Adaptation Method for Fixed Phrases by Emphasizing N-gram Subsets"The Transaction of IEICE, D-II. Vol.J86-D-II, No.12. 1727-1736 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou, T.Ishikawa: "Speech-Driven Text Retrieval"Information Retrieval Techniques for Speech Applications. 94-104 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou, T.Akiba, T.Ishikawa: "A Cross-media Retrieval System for Lecture Videos"Proc.the 8th European Conference on Speech communication and Technology. 1149-1152 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou: "Building a Test Collection for Speech-Driven Web Retrieval"Proc.the 8th European Conference on Speech communication and Technology. 1153-1156 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Akiba, K.Itou, A.Fujii: "Adapting Language Models for Frequent Fixed Phrases by Emphasizing N-gram Subsets"Proc.the 8th European Conference on Speech communication and Technology. 1469-1472 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Fujii, K.Itou, T.Ishikawa: "A Method for Open-Vocabulary Speech-Driven Text Retrieval"Proc.EMNLP2002. 188-195 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 秋葉 友良, 伊藤 克亘, 藤井 敦: "N-gramの部分的強調による定型表現への言語モデル適応手法"電子情報通信学会論文誌D-II. J86-D-II, No.12. 1727-1736 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Atsushi Fuiii, Katunohu Itou, Tomoyosi Akiba, Tetsuya Ishikawa: "A Cross-media Retrieval System for Lecture Videos"Proceedings of the 8th European Conference on Speech Communication and Technology. 1149-1152 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Atsushi Fujii, Katunobu Itou: "Building a Test Collection for Speech-Driven Web Retrieval"Proceedings of the 8th European Conference on Speech Communication and Technology. 1153-1156 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Tomoyosi Akiba, Katunobu Itou, Atsushi Fujii: "Adapting Language Models for Frequent Fixed Phrases by Emphasizing N-gram Subsets"Proceedings of the 8th European Conference on Speech Communication and Technology. 1469-1472 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Atsushi Fujii, Katunobu Itou, Tetsuya Ishikawa: "A Method for Open-Vocabulary Speech-Driven Text Retrieval"Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing. 188-195 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Kazuhiro Seki, Atsushi Fujii, Tetsuva Ishikawa: "A Probabilistic Method for Analyzing Japanese Anaphora Integrating Zero Pronoun Detection and Resolution"Proceedings of the 19th International Conference on Computational Linguistics. 911-917 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Tomoyosi Akiba, Katunobu Itou, Atsushi Fujii, Tetsuya Ishikawa: "Back-off Smoothing for Incorporating Grammatical Constraints into the N-gram language model"Proceedings of the 7th International Conference on Spoken Language Processing. 881-884 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 関 和広, 藤井 敦, 石川 徹也: "確率モデルを用いた日本語ゼロ代名詞の照応解析"自然言語処理. 9(3). 63-85 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Atsushi Fujii, Katunobu Itou: "Evaluating Speech-Driven Web Retrieval in the Third NTCIR Workshop"AAAI-03 Spring Symposium on Intelligent Multimedia Knowledge Management. (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Atsushi Fujii, Katunobu itou, Tetsuya Ishikawa: "A System for On-demand Video Lectures"AAAI-03 Spring Symposium on Intelligent Multimedia Knowledge Management. (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Atsushi Fujii, Katunobu Itou, Tetsuya Ishikawa: "Information Retrieval Techniques for Speech Applications, Springer Lecture Notes, LNCS 2273"Speech-Driven Text Retrieval : Using Target IR Collections for Statistical Language Model Adaptation in Speech Recognition. 94-104 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 藤井敦, 伊藤克亘, 秋葉友良, 石川徹也: "音声入力型文書検索システムの開発とテストコレクションの構築"情報処理学会研究報告. 2001-FI-63. 65-72 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Atsushi Fujii, Katunobu Itou, Tetsuya Ishikawa: "Speech-Driven Text Retrieval : Using Target IR Collections for Statistical Language Model Adaptation in Speech Recognition"Proceedings of ACM SIGIR'01 Workshop on Information Retrieval Techniques for Speech Applications. 35-40 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 伊藤克亘, 秋葉友良, 藤井敦, 石川徹也: "音声入力型テキスト検索システムのための音声認識"日本音響学会講演論文集. 193-194 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Katunobu Itou, Atsushi Fujii, Tetsuya Ishikawa: "Language Modeling for Multi-Domain Speech-Driven Text Retrieval"IEEE Automatic Speech Recognition and Understanding Workshop. (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 伊藤克亘, 藤井敦, 石川徹也: "音声文書検索を用いたオンデマンド講義システム"情報処理学会研究報告. 2001-SLP-39. 165-170 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 藤井敦, 石川徹也: "World Wide Webを用いた事典知識情報の抽出と組織化"電子情報通信学会論文誌. J-85-D-IINo.2. 300-307 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Atsushi Fujii,Tetsuya Ishikawa: "Japanese/English Cross-Language Information Retrieval : Exploration of Query Translation and Transliteration"Computers and the Humanities. (掲載予定).

    • Related Report
      2000 Annual Research Report
  • [Publications] 藤井敦,石川徹也: "質問翻訳と文書翻訳を統合した日英言語横断情報検索"電子情報通信学会論文誌. J84-D-II,No.2. 362-369 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 藤井敦,石川徹也: "音声言語データの構造化に基づく講演発表の自動要約"話し言葉の科学と工学ワークショップ講演予稿集. 173-177 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] T.oyosi Akiba,Katunobu Itou: "Semi-Automatic Language Model Acquisition without Large Corpora."Proceedings of 6th International Conference on Spoken Language Processing,. 4. 49-52 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 伊藤克亘,速水悟,田中和世: "単語発声の複数サンプルを利用した未知語の音韻系列の推定"電子情報通信学会論文誌. J83-D-II No.11. 2152-2159 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Atsushi Fujii,Tetsuya Ishikawa: "Utilizing the World Wide Wed as an Encyclopedia : Extracting Term Descriptions from Semi-Structured Texts"Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics. 488-495 (2000)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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