Machine Learning for Multimodal Interaction

4th International Workshop, MLMI 2007, Brno, Czech Republic, June 28-30, 2007, Revised Selected Papers

  • Editors
  • Andrei Popescu-Belis
  • Steve Renals
  • Hervé Bourlard
Conference proceedings MLMI 2007

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4892)

Table of contents

  1. Front Matter
    PDF

  2. Invited Paper

    1. Robust Real Time Face Tracking for the Analysis of Human Behaviour
      Damien Douxchamps, Nick Campbell
      Pages 1-10

  3. Multimodal Processing

    1. Conditional Sequence Model for Context-Based Recognition of Gaze Aversion
      Louis-Philippe Morency, Trevor Darrell
      Pages 11-23
    2. Meeting State Recognition from Visual and Aural Labels
      Jan Cuřín, Pascal Fleury, Jan Kleindienst, Robert Kessl
      Pages 24-35
    3. Object Category Recognition Using Probabilistic Fusion of Speech and Image Classifiers
      Kate Saenko, Trevor Darrell
      Pages 36-47

  4. HCI, User Studies and Applications

    1. Automatic Annotation of Dialogue Structure from Simple User Interaction
      Matthew Purver, John Niekrasz, Patrick Ehlen
      Pages 48-59
    2. Interactive Pattern Recognition
      Enrique Vidal, Luis Rodríguez, Francisco Casacuberta, Ismael García-Varea
      Pages 60-71
    3. User Specific Training of a Music Search Engine
      David Little, David Raffensperger, Bryan Pardo
      Pages 72-83
    4. An Ego-Centric and Tangible Approach to Meeting Indexing and Browsing
      Denis Lalanne, Florian Evequoz, Maurizio Rigamonti, Bruno Dumas, Rolf Ingold
      Pages 84-95
    5. Integrating Semantics into Multimodal Interaction Patterns
      Ronnie Taib, Natalie Ruiz
      Pages 96-107
    6. Towards an Objective Test for Meeting Browsers: The BET4TQB Pilot Experiment
      Andrei Popescu-Belis, Philippe Baudrion, Mike Flynn, Pierre Wellner
      Pages 108-119

  5. Image and Video Processing

    1. Face Recognition in Smart Rooms
      Hazım Kemal Ekenel, Mika Fischer, Rainer Stiefelhagen
      Pages 120-131
    2. Gaussian Process Latent Variable Models for Human Pose Estimation
      Carl Henrik Ek, Philip H. S. Torr, Neil D. Lawrence
      Pages 132-143

  6. Discourse and Dialogue Processing

    1. Automatic Labeling Inconsistencies Detection and Correction for Sentence Unit Segmentation in Conversational Speech
      Sébastien Cuendet, Dilek Hakkani-Tür, Elizabeth Shriberg
      Pages 144-155
    2. Term-Weighting for Summarization of Multi-party Spoken Dialogues
      Gabriel Murray, Steve Renals
      Pages 156-167
    3. Automatic Decision Detection in Meeting Speech
      Pei-Yun Hsueh, Johanna D. Moore
      Pages 168-179
    4. Czech Text-to-Sign Speech Synthesizer
      Zdeněk Krňoul, Jakub Kanis, Miloš Železný, Luděk Müller
      Pages 180-191

  7. Speech and Audio Processing

    1. Using Prosodic Features in Language Models for Meetings
      Songfang Huang, Steve Renals
      Pages 192-203
    2. Posterior-Based Features and Distances in Template Matching for Speech Recognition
      Guillermo Aradilla, Hervé Bourlard
      Pages 204-214
    3. A Study of Phoneme and Grapheme Based Context-Dependent ASR Systems
      John Dines, Mathew Magimai Doss
      Pages 215-226

About these proceedings

Keywords

classification context-awareness contextual information error correction face recognition human factors human-computer interaction human-computer interaction (HCI) intelligent agents intelligent user interfaces learning learning algorithms machine learning machine translation mod

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-78155-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-78154-7
  • Online ISBN 978-3-540-78155-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book