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Machine Learning for Multimodal Interaction

Third International Workshop, MLMI 2006, Bethesda, MD, USA, May 1-4, 2006, Revised Selected Papers

  • Conference proceedings
  • © 2006

Overview

Editors:
  1. Steve Renals

    1. University of Edinburgh, Edinburgh, Scotland

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  2. Samy Bengio

    1. IDIAP Research Institute, Martigny, Switzerland

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  3. Jonathan G. Fiscus

    1. National Institute Of Standards and Technology, Gaithersburg, 20899

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4299)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: MLMI 2006.

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Table of contents (40 papers)

  1. Front Matter

    Download chapter PDF

  2. MLMI’06

    1. Invited Paper

      1. Model-Based, Multimodal Interaction in Document Browsing
        • Parisa Eslambolchilar, Roderick Murray-Smith
        Pages 1-12

    2. Multimodal Processing

      1. The NIST Meeting Room Corpus 2 Phase 1
        • Martial Michel, Jerome Ajot, Jonathan Fiscus
        Pages 13-23
      2. Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers
        • Marc Al-Hames, Thomas Hain, Jan Cernocky, Sascha Schreiber, Mannes Poel, Ronald Müller et al.
        Pages 24-35
      3. A Multimodal Analysis of Floor Control in Meetings
        • Lei Chen, Mary Harper, Amy Franklin, Travis R. Rose, Irene Kimbara, Zhongqiang Huang et al.
        Pages 36-49
      4. Combining User Modeling and Machine Learning to Predict Users’ Multimodal Integration Patterns
        • Xiao Huang, Sharon Oviatt, Rebecca Lunsford
        Pages 50-62
      5. Using Audio, Visual, and Lexical Features in a Multi-modal Virtual Meeting Director
        • Marc Al-Hames, Benedikt Hörnler, Christoph Scheuermann, Gerhard Rigoll
        Pages 63-74

    3. Image and Video Processing

      1. A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room
        • Sileye O. Ba, Jean-Marc Odobez
        Pages 75-87
      2. Multi-person Tracking in Meetings: A Comparative Study
        • Kevin Smith, Sascha Schreiber, Igor Potúcek, Vítzslav Beran, Gerhard Rigoll, Daniel Gatica-Perez
        Pages 88-101
      3. Gaussian Mixture Models for CHASM Signature Verification
        • Andreas Humm, Jean Hennebert, Rolf Ingold
        Pages 102-113
      4. Kalman Tracking with Target Feedback on Adaptive Background Learning
        • Aristodemos Pnevmatikakis, Lazaros Polymenakos
        Pages 114-122
      5. Da Vinci’s Mona Lisa
        • Dennis Lin, Jilin Tu, Shyamsundar Rajaram, Zhenqiu Zhang, Thomas Huang
        Pages 123-128

    4. HCI and Applications

      1. The Connector Service-Predicting Availability in Mobile Contexts
        • Maria Danninger, Erica Robles, Leila Takayama, QianYing Wang, Tobias Kluge, Rainer Stiefelhagen et al.
        Pages 129-141
      2. Multimodal Input for Meeting Browsing and Retrieval Interfaces: Preliminary Findings
        • Agnes Lisowska, Susan Armstrong
        Pages 142-153

    5. Discourse and Dialogue

      1. Gesture Features for Coreference Resolution
        • Jacob Eisenstein, Randall Davis
        Pages 154-165
      2. Syntactic Chunking Across Different Corpora
        • Weiqun Xu, Jean Carletta, Johanna Moore
        Pages 166-177
      3. Multistream Recognition of Dialogue Acts in Meetings
        • Alfred Dielmann, Steve Renals
        Pages 178-189
      4. Text Based Dialog Act Classification for Multiparty Meetings
        • Matthias Zimmermann, Dilek Hakkani-Tür, Elizabeth Shriberg, Andreas Stolcke
        Pages 190-199
      5. Detecting Action Items in Multi-party Meetings: Annotation and Initial Experiments
        • Matthew Purver, Patrick Ehlen, John Niekrasz
        Pages 200-211
      6. Overlap in Meetings: ASR Effects and Analysis by Dialog Factors, Speakers, and Collection Site
        • Özgür Çetin, Elizabeth Shriberg
        Pages 212-224
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  1. Machine Learning for Multimodal Interaction

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Editors and Affiliations

  • University of Edinburgh, Edinburgh, Scotland

    Steve Renals

  • IDIAP Research Institute, Martigny, Switzerland

    Samy Bengio

  • National Institute Of Standards and Technology, Gaithersburg, 20899

    Jonathan G. Fiscus

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