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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
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  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
    4. Transfer Learning for Tandem ASR Feature Extraction
      Joe Frankel, Özgür Çetin, Nelson Morgan
      Pages 227-236
    5. Spoken Term Detection System Based on Combination of LVCSR and Phonetic Search
      Igor Szöke, Michal Fapšo, Martin Karafiát, Lukáš Burget, František Grézl, Petr Schwarz et al.
      Pages 237-247
    6. Frequency Domain Linear Prediction for QMF Sub-bands and Applications to Audio Coding
      Petr Motlicek, Sriram Ganapathy, Hynek Hermansky, Harinath Garudadri
      Pages 248-258
    7. Modeling Vocal Interaction for Segmentation in Meeting Recognition
      Kornel Laskowski, Tanja Schultz
      Pages 259-270
    8. Binaural Speech Separation Using Recurrent Timing Neural Networks for Joint F0-Localisation Estimation
      Stuart N. Wrigley, Guy J. Brown
      Pages 271-282

  8. PASCAL Speech Separation Challenge II

    1. To Separate Speech
      John McDonough, Kenichi Kumatani, Tobias Gehrig, Emilian Stoimenov, Uwe Mayer, Stefan Schacht et al.
      Pages 283-294
    2. Microphone Array Beamforming Approach to Blind Speech Separation
      Ivan Himawan, Iain McCowan, Mike Lincoln
      Pages 295-305
  9. Back Matter
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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
  • Buy this book on publisher's site