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Study on Enhancement of Spoken Language Processing Using Dialogue Corpus Annotated with Discourse Information

Research Project

Project/Area Number 11480073
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionThe University of Electro-Communications

Principal Investigator

KUREMATSU Akira  The Univ. of Electro-Communications, Graduate School of Electro-Communications, Professor, 大学院・電気通信学研究科, 教授 (90251701)

Co-Investigator(Kenkyū-buntansha) 伝 康晴  千葉大学, 文学部, 助教授 (70291458)
山下 洋一  立命館大学, 理工学部, 教授 (80174689)
荒木 雅弘  京都工芸繊維大学, 工芸学部, 助教授 (50252490)
中里 収  名桜大学, 国際学部, 助教授 (90257197)
石崎 雅人  北陸先端科学技術大学院大学, 知識科学研究科, 助教授 (30303340)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥13,100,000 (Direct Cost: ¥13,100,000)
Fiscal Year 2001: ¥2,600,000 (Direct Cost: ¥2,600,000)
Fiscal Year 2000: ¥4,000,000 (Direct Cost: ¥4,000,000)
Fiscal Year 1999: ¥6,500,000 (Direct Cost: ¥6,500,000)
KeywordsSpoken Dialogue Corpus / Goal Oriented Dialogue / Dialogue Tag / Prosody / Morphological Information / Dialogue Act / Dialogue Segment / 課題逐行対話
Research Abstract

Dialogue corpora are indispensable to speech and language research. We developed a Japanese dialogue corpus annotated with multi-level information. The annotation information consists of speech, transcription delimited by slash unite, prosodic, part of speech, dialogue acts and dialogue segmentation. The corpus consists of 40 goal-oriented dialogues collected at different research groups. The tagging scheme was evaluated On an experimental basis. A method to infer the utterance-unit tag from both the text corpus and its ,morpheme analysis was proposed. The GUI-based annotation environment was developed which enables the users to predict dialogue acts and relevance information using machine laming techniques and to store the annotated data in the XML format.
The autonomous model for turn-taking was proposed, predicting the distribution of smooth transitions between speakers. A method of tagging lubricant words which include discourse markers, fillers and acknowledgement tokens. A discourse level tagging tool using Transformation-based Learning from training corpus was developed. A rule based approach to extract dialogue acts and topics from utterances was investigated. Studies on identifying dialogue acts based on prosodic information and key words information were undertaken and the use of prosodic information was shown to be effective for dialogue tagging. Linguistic cues for dialogue act classification based on statistical analysis were explored. A tool to generate dialogue patterns based on automatically generated Voice XML from dialogue corpus. The disagreements of topic boundaries caused by different strategies were analyzed. The high correlation was shown between the degree of topic break and prosodic parameters by analyzing the topic segment tags and prosody.

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (47 results)

All Other

All Publications (47 results)

  • [Publications] 中里, 田本, 菊池, 吉村: "課題遂行対話における対話潤滑語の認定"人工知能学会誌. 14. 900-906 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Araki, M., Ueda, K., Nishimoto, T., Niimi, Y.: "A semantic tagging tool for spoken dialogue corpus"Proceedings of the 6^<th> International Conference on Spoken Language Processing. 4. 720-723 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 小椋, 伝: "談話行為型の認識に役立つ言語情報の同定"人工知能学会研究会資料. SIG-SLUD-9903. 31-36 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 小倉, 須藤, 松永, 石崎: "多レベルの知識を利用した課題遂行対話のためのセグメンテーション分割"人工知能学会研究会資料. SIG-SLUD-A0103. 33-38 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 大谷, 荒木, 西本, 新美: "対話例からの混合主導型音声対話システムの構築"人工知能学会研究会資料. SIG-SLUD-A0103. 21-26 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 中村, 榑松: "スケジューリングタスクにおける2進分類木による発話意図分類"人工知能学会研究会資料. SIG-SLUD-A0103. 13-20 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 石崎, 伝: "談話と対話"東京大学出版会. 239 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Araki, M., Ueda, K., Nishimoto, T. and Niimi, Y.: "A semantic tagging tool for spoken dialogue corpus"Proceedings of the 6^<th> International Conference on Spoken Language Processing. Vol.4. 720-723 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Araki, M., Kimura, Y., Nishimoto, T. and Niimi, Y.: "Development of a machine learnable discourse tagging tool"Proceedings of 2nd SIGDIAL Workshop on Discourse and Dialogue. 20-25 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Niimi, Y., Oku, T., Nishimoto, T. and Araki, M.: "A rule based approach to extraction of topics and dialog acts in a spoken dialog system"Proceedings of Eurospeech 2001. 2185-2188 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Ichikawa, A., Araki, M., Horiuchi, Y., Ishizaki, M., Itabashi, S., Itoh, T., Kashioka, H., Kato, K., Kikuchi, H., Koiso, H., Kumagai, T., Kurematsu, A., Maekawa, K., Nakazato, S., Tamato, M., Tutiya, S., Yamashita, Y. and Yoshimura, T.: "Evaluation of Annotation Schemes for Japanese Discourse"Proceedings of ACL '99 Workshop on Towards Standards and Tools for Discourse Tagging. 26-34 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Japanese Discourse Research Initiative: "Japanese Dialogue Corpus of Multi-level Annotation"Proceedings of the 1st SOGdial Workshop on Discourse and Dialogue. 1-8 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kurematsu, A., Hosoki, M., Morimoto, Y.: "Prosody Pattern Recognition and Identification of Utterance Intentions"Proceedings of ISCA Prosody Workshop. 93-96 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yamashita, Y. and Murai, M.: "An Annotation Scheme of Spoken Dialogues with Topic Break Indexes"Proceedings of the 6^<th> International Conference on Spoken Language Processing. Vol.1. 569-572 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 大沢, 荒木, 西本, 新美: "音声対話コーパスに対するタグ付け支援環境の開発"第8回言語処理学会年次大会. P2-7. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 小倉, 須藤, 松永, 石崎: "多レベルの知識を利用した課題遂行対話のためのセグメンテーション分割"人工知能学会 言語・音声理解と対話処理研究会. A0103. 33-38 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 大沢, 荒木, 西本, 新美: "対話例からの混合主導型音声対話システムの構築"人工知能学会 言語・音声理解と対話処理研究会. A0103. 21-26 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Kurematsu, A., et al.: "Prosody Pattern Recognition and Identification of Utterance Intentions"Proceedings of ISCA Prosody Workshop. 93-96 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 中里: "相槌のタイミングと話し手の発話速度との相関について"人工知能学会 言語・音声理解と対話処理研究会. A0103. 57-62 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 中村, 榑松: "スケジューリングタスクにおける2進分類木による発話意図分類"人工知能学会 言語・音声理解と対話処理研究会. A0103. 13-20 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 石崎, 伝: "東京大学出版会"談話と対話. 244 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 中里収: "異なる通信メディアによる対話内容の違いについて"第14回人工知能学会全国大会論文集. 189-190 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 植田喜代志,荒木雅弘,西本卓也,新美康永: "対話システムのための意味解析ツールの開発"2000年度人工知能学会全国大会論文集. 420-421 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] The Japanese Discourse Research Initiative: "Japanese Dialogue Corpus of Multi-Level Annotation."Proc. of 1st SIGdial Workshop on Discourse and Dialogue. 1-8 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kurematsu,A.,Akegami,Y.,Burger,S.,Schults,T.: "Analysis of Japanese Spontaneous Spoken Dialogue Of Travel Arrangement Task"Proc. of Workshop on Multi-Lingual Speech Communication,. 106-109 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kurematsu,A.: "Meaning Extraction and Intention Identification for Japanese Spoken Dialogue"Proc. of 2000 Int. Symposium on Spoken Dialogue. 1-6 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Araki,M.,Ueda,K.,Nishimoto,T.,Niimi,Y.: "A Semantic Tagging Tool for Spoken Dialogue Corpus."Proc. 6th Int'l Conf. on Spoken Language Processing. Vol.4. 720-723 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yamashita,Y.,Murai,M.: "An Annotation Scheme of Spoken Dialogues with Topic Break Indexes"Proc. of 6th International Conference on Spoken Language Processing. Vol.1. 569-572 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kurematsu,A.,Shionoya,Y.: "Identification of Utterance Intention in Japanese Spontaneous Spoken Dialogue by Use of Prosody and Keyword Information"Proc. 6th Int'l Conf. on Spoken Language Processing. Vol.1. 98-101 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kurematsu,A.,Nakazaki,T.: "Meaning Extraction Based on Frame representation for Japanese spoken Dialogue"Proc. 6th Int'l Conf. on Spoken Language Processing. Vol.1. 560-564 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 荻原篤,榑松明: "メッセージ音声の意味抽出の検討"日本音響学会2000年秋季研究発表会講演論文集. 101-102 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 細木光宏,森本康夫,榑松明: "韻律を用いた自由発話対話の意図の判定"人工知能学会研究会資料. SING-SLUD-A003-5. 25-30 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 中里収: "コーパスに基づく相槌の時間的分析と考察"人工知能学会研究会資料. SIG-SLUD-A003-7. 37-42 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 木村幸彦,新美康永,荒木雅弘,西本卓也: "機械学習を用いた談話タグ推定手法"人工知能学会研究会資料. SIG-SLUD-A003. 43-48 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 伝康晴,浅原正幸: "リレーショナル・データベースによる統合的言語資源管理環境"話し言葉の科学と工学ワークショップ講演予稿集. 77-84 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 森本郁代,伝康晴: "会話に見られる主導権の移動と話題の移行…発話交換構造におけるフォローアップの機能を中心に"社会言語科学会第7回研究大会予稿集. 107-112 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 森本康夫,長井隆行,榑松明: "自由発話における基本周波数の立て直し現象の検討"日本音響学会2001年春季研究発表会講演論文集. 267-268 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] Wang,X.,Morimoto,Y.,Krematsu,A.: "Prosodic Pattern Recognition for Japanese Spontaneous Speech"日本音響学会2001年春季研究発表会講演論文集. 373-268 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] S.Itabashi,T.Itoh,H.Kashioka,K.Kato,H.Kikuchi,H.Koiso,T.Kumagai,A.Kurematsu,K.Maekawa,S.Nakazato,M.Tamoto,S.Tutiya,Y.Yamashita and T.Yoshimura: "Evaluation of Annotation Schemes for Japanese Discourse"Proc. of ACL '99 Workshop on Towards Standards and Tools for Discourse Tagging. ACL-WS'99. 26-34 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村井美智代,山下洋一: "音声対話に対する話題タグ付与における不一致分析"1999年度人工知能学会全国大会(第13回)論文集. 15-03. 225-228 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Hiroaki Noguchi,Kazuhisa Kiriyama,Hiroshi Matsuda,Miki Taniguchi,Yasuharu Den & Yasuhiro Katagiri: "Automatic labeling of Japanese prosody using J-ToBI style description"Proceedings of the 6th European Conference on Speech Communication and Technology. 2259-2262 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Akira Kurematsu,Atsusi Sukenori: "Language model selection based on the analysis of Japanese spontaneous speech database on travel arrangement"Proceedings of the 6th European Conference on Speech Communication and Technology. 2267-2270 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 榑松 明,塩ノ谷陽介: "スケジューリングタスク自由会話データにおける発話意図の抽"人工知能学会研究会資料. SIGSLUD-9903-5. 25-30 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村井美智代,山下洋一: "談話セグメントと韻律との関係について"人工知能学会研究会資料. SIGSLUD-9903-7. 37-44 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 野口 広彰,片桐 恭弘,伝 康晴: "あいづち挿入行動の実験的分析"人工知能学会研究会資料. SIGSLUD-9903-2. 7-12 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 小椋 敦子,伝 康晴: "談話行為型の認識に役立つ言語情報の特定"人工知能学会研究会資料. SIGSLUD-9903-6. 31-36 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 中里 収: "対話潤滑語の分析とその下位分類について"人工知能学会研究会資料. SIGSLUD-9903-10. 57-62 (2000)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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