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Studies on dialog control strategies and their information transmission efficiency

Research Project

Project/Area Number 08837011
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 談話(ディスコース)
Research InstitutionKyoto Institute of Technology

Principal Investigator

NIIMI Yasuhisa  Kyoto Institute of Technology, Faculty of Eng.and Design, Professor, 工芸学部, 教授 (00026030)

Co-Investigator(Kenkyū-buntansha) NISHIMOTO Takuya  Kyoto Institute of Technology, Faculty of Eng.and Design, Assistant, 工芸学部, 助手 (80283696)
KOBAYASHI Yutaka  Kyoto Institute of Technology, Faculty of Eng.and Design, Associate Professor (o, 工芸学部(平成9年度のみ), 助教授 (40027917)
Project Period (FY) 1996 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1998: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1997: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1996: ¥800,000 (Direct Cost: ¥800,000)
Keywordsspoken dialog / dialog control strategy / speech recognition errors / confirmation / discourse analysis / internet / reliability of speech recognition / information transmission efficiency / 情報項目 / 認識発話 / 対話インタフェース / 情報の組織化 / 操作発話 / 印象発話 / インタフェースの原則
Research Abstract

In this project we emphasized the following three points.
1. Modeling and analysis of dialog control strategies. Current speech recognizers make some errors. So spoken dialog system using such recognizers must confirm what they have recognized or ask its user to repeat utterances when recognition results are not so reliable. Under the assumption that the reliability of recognition results be available, we modeled such dialog control strategies with probabilistic state transition networks and evaluated them by two quantities. The first is the average number of turns taken between a dialog system and its user until an utterance including several information items has been accepted. The second is the probability that all of accepted items have been recognized correctly. We derived the quantitative relation of these quantities to the performance of the speech recognizer used in a spoken dialog system.
2. Discourse analysis in a spoken dialog system. A new method was proposed for discourse analysis in a spoken dialog system. The discourse analysis is important to correctly understanding user' s utterances and to predict what a user is likely to say next. The method was implemented in the spoken dialog system of which the task is a sightseeing guide and proved to successfully work. Furthermore, the proposed method was also used for predicting the content of user' s next utterance and evaluated by using a dialog corpus collected through OZ simulation.
3. A spoken dialog interface to the internet. To develop a spoken dialog interface to access databases on the internet, we collected a corpus of dialogs through OZ simulation and transcribed the dialogs, Based on the relation between words used in the dialogs and internet page images displayed, we developed a dialog control strategy to efficiently retrieve necessary information from the inter-net, and constructed a spoken dialog interface to the internet.

Report

(4 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • 1996 Annual Research Report
  • Research Products

    (23 results)

All Other

All Publications (23 results)

  • [Publications] Y.Niimi: "A dialog control strategy based on the reliability of speech recognition" Proc.of Int. Conf. on Spoken Language Processing. 534-537 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Nishimoto: "Spoken dialog system for database access on internet" Working Notes on Cross-Language Text and Speech Retrieval, AAAl Spring Symposium Series. 123-130 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 新美康永: "対話音声の認識と合成" 人工知能学会誌. 12巻1号. 13-17 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "Analysis of interactive strategy to recover from misrecognition of utterances including multiple information items" Proc.of European Conf. on Speech Communication and Technology. 2251-2254 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 新美康永: "音声対話システムの対話制御" 日本音響学会誌. 54巻11号. 791-796 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "Extraction of the dialog act and the topic from utterances in a spoken dialog system" Proc.of Int.Conf.on Spoken Language Processing. 2079-2082 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 堂下修司: "音声による人間と機械の対話" オーム社, 383 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "A dialog control strategy based on the reliability of speech recognition." Procl.of Int.Conf.on Spoken Language Process-ing. 534-537 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Nishimoto: "Spoken dialog system for database access on internet." Working Notes on Cross-Language and Text and Speech Retrieval, AAAI Spring Symposium Series. 123-130 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "Recognition and synthesis of spoken dialogs." Journal of Jpn.Soc.for Artificial Intelligence. 12-1 (in Japanese). 13-17 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "Analysis of interactive strategy to recover from mis-recognition of utterances including mutiple information items." Proc.on European Conf.on Speech Communication and Technology. 2251-2254 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "Dialog Control Strategies in Spoken Dialog Systems." Journal of Acoust.Soc.of Jpn.54-11, (in Japanese). 791-796 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "Extraction of the dialog act and the topic from utterances in a spoken dialog system." Proc.of Int.Conf.on Spoken Language Process-ing. 2079-2082 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Niimi: "Dialogue management in a spoken dialogue system, SDSKIT-3" Proc.Int.Workshop on Speech and Computer. 91-96 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] S.Doshita: Human-machine dialog by speech.Ohmsha, Corp (in Japanese), 1998

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 新美康永: "音声対話システムの対話制御" 日本音響学会誌. 54巻11号. 791-796 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Y.Niimi: "Extraction of the Dialog Act and the Topic from Utterances in a Spoken Dialog System" Proc.of Int.Conf.on Spoken Language Processing. 2079-2082 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Y.Niimi: "Dialogue Management in a Spoken Dialogue System,SDSKIT-3" Proc.of International Workshop on Speech and Computer. 91-96 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 堂下修司: "音声による人間と機械の対話" オーム社, 383 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 新美康永: "対話音声の認識と合成" 人工知能学会誌. 12巻1号. 13-17 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] Y.Niimi: "Analysis of interactive strategy to recover from misrecognition of utterances including multiple information items" Proc.of European Conf.on Speech Communication and Technology. 2251-2254 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] Y.Niimi: "A Dialogue Control Strategy Based on the Reliability of Speech Recognition" Proc.of Int.Conf.on Spoken Language Processing. 530-533 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] T.Nishimoto: "Spoken Dialog System for Database Access on Internet" Proc.of AAAI 1997 Spring Symposium on Cross-Language Text and Speech Retrieval. (in press). (1997)

    • Related Report
      1996 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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