Machine Learning for Multimodal Interaction

First International Workshop, MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers

By: Samy Bengio (Editor), HervÃ© Bourlard (Editor)

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Paperback | 1 March 2005

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This book contains a selection of refereed papers presented at the 1st Wo- shop on Machine Learning for Multimodal Interaction (MLMI 2004), held at the "Centre du Parc," Martigny, Switzerland, during June 21-23, 2004. The workshop was organized and sponsored jointly by three European projects, - AMI, Augmented Multiparty Interaction, http://www.amiproject.org - PASCAL, Pattern Analysis, Statistical Modeling and Computational Learning, http://www.pascal-network.org - M4, Multi-modal Meeting Manager, http://www.m4project.org as well as the Swiss National Centre of Competence in Research (NCCR): - IM2: Interactive Multimodal Information Management, http://www.im2.ch MLMI 2004 was thus sponsored by the European Commission and the Swiss National Science Foundation. Given the multiple links between the above projects and several related - search areas, it was decided to organize a joint workshop bringing together - searchers from the di?erent communities working around the common theme of advanced machine learning algorithms for processing and structuring mul- modal human interaction in meetings. The motivation for creating such a forum, which could be perceived as a number of papers from di?erent research dis- plines, evolved from a real need that arose from these projects and the strong motivation of their partners for such a multidisciplinary workshop. This asse- ment was indeed con?rmed by the success of this ?rst MLMI workshop, which attracted more than 200 participants.

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Non-Fiction Computing & I.T.Computer Science Mathematical Theory of Computation Artificial Intelligence Natural Language & Machine Translation Human-Computer Interaction User Interface Design & Usability Information Technology General Issue Ethical & Social Aspects of IT Operating Systems Graphical & Digital Media Applications

Computer Networking & Communications Computer Programming & Software Development Software Engineering Image Processing Audio Processing Computer Vision

Accessing multimodal meeting data : systems, problems and possibilities	p. 1
Browsing recorded meetings with Ferret	p. 12
Meeting modelling in the context of multimodal research	p. 22
Artificial companions	p. 36
Zakim - a multimodal software system for large-scale teleconferencing	p. 46
Towards computer understanding of human interactions	p. 56
Multistream dynamic Bayesian network for meeting segmentation	p. 76
Using static documents as structured and thematic interfaces to multimedia meeting archives	p. 87
An integrated framework for the management of video collection	p. 101
The NITE XML toolkit meets the ICSI meeting corpus : import, annotation, and browsing	p. 111
S-SEER : selective perception in a multimodal office activity recognition system	p. 122
Mapping from speech to images using continuous state space models	p. 136
An online algorithm for hierarchical phoneme classification	p. 146
Towards predicting optimal fusion candidates : a case study on biometric authentication tasks	p. 159
Mixture of SVMs for face class modeling	p. 173
AV16.3 : an audio-visual corpus for speaker localization and tracking	p. 182
The 2004 ICSI-SRI-UW meeting recognition system	p. 196
On the adequacy of baseform pronunciations and pronunciation variants	p. 209
Tandem connectionist feature extraction for conversational speech recognition	p. 223
Long-term temporal features for conversational speech recognition	p. 232
Speaker indexing in audio archives using Gaussian mixture scoring simulation	p. 243
Speech transcription and spoken document retrieval in Finnish	p. 253
A mixed-lingual phonological component which drives the statistical prosody control of a polyglot TTS synthesis system	p. 263
Shallow dialogue processing using machine learning algorithms (or not)	p. 277
ARCHIVUS : a system for accessing the content of recorded multimodal meetings	p. 291
Piecing together the emotion jigsaw	p. 305
Emotion analysis in man-machine interaction systems	p. 318
A hierarchical system for recognition, tracking and pose estimation	p. 329
Automatic pedestrian tracking using discrete choice models and image correlation techniques	p. 341
A shape based, viewpoint invariant local descriptor	p. 349
Table of Contents provided by Blackwell. All Rights Reserved.

Machine Learning for Multimodal Interaction

First International Workshop, MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers

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