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Machine Learning for Multimodal Interaction - 4th International Workshop, MLMI 2007, Brno, Czech Republic, June 28-30, 2007, Revised Selected Papers (Paperback, 2008 ed.)
Andrei Popescu-Belis, Steve Renals, Herve Bourlard
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R1,567
Discovery Miles 15 670
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This book contains a selection of revised papers from the 4th
Workshop on Machine Learning for Multimodal Interaction (MLMI
2007), which took place in Brno, Czech Republic, during June 28-30,
2007. As in the previous editions of the MLMI series, the 26
chapters of this book cover a large area of topics, from multimodal
processing and human-computer interaction to video, audio, speech
and language processing. The application of machine learning
techniques to problems arising in these ?elds and the design and
analysis of software s-
portingmultimodalhuman-humanandhuman-computerinteractionarethetwo
overarching themes of this post-workshop book. The MLMI 2007
workshop featured 18 oral presentations-two invited talks, 14
regular talks and two special session talks-and 42 poster
presentations. The participants were not only related to the
sponsoring projects, AMI/AMIDA (http://www.amiproject.org) and IM2
(http://www.im2.ch), but also to other largeresearchprojects
onmultimodalprocessingand multimedia browsing,such as CALO and
CHIL. Local universities were well represented, as well as other
European, US and Japanese universities, research institutions and
private c- panies, from a dozen countries overall.
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.
This book provides a synthesis of the multifaceted field of
interactive multimodal information management. The subjects treated
include spoken language processing, image and video processing,
document and handwriting analysis, identity information and
interfaces. The book concludes with an overview of the highlights
of the progress of the field during the past ten years, as well as
the problems that are now under investigation and that offer the
most promising results for the future. The book is addressed to the
graduate student/postdoc level, but much of the book will be
accessible to all those with a general background in information
processing.
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