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TheseriesofworkshopsonMachineLearningforMultimodalInteraction(MLMI)
celebratesthisyearits?fthanniversary.Onthisoccasion,
anumberofinnovations havebeenintroducedin the
reviewingandpublicationprocedures, while keeping the focus onthe
samescienti?c topics. For the ?rst time, the reviewing process has
been adapted in order to p- parethe proceedings in time for the
workshop, held on September 8-10,2008, in Utrecht, The Netherlands.
The 47 submissions received by the Program C- mittee were ?rst
reviewed by three PC members each, and then advocated by an Area
Chair. Overall, 12 oral presentations (ca. 25% of all submissions)
and 15 poster presentations were selected. Authors were given one
month to revise their papers according to the reviews, and the ?nal
versions were brie?y checked by the two Program Co-chairs. Both
types of presentation have been give equal space in the present
proceedings. The 32 papers gathered in this volume cover a wide
range of topics - lated to human-human communication modeling and
processing, as well as to human-computer interaction, using several
communication modalities. A sign- icant number of papers focus on
the analysis of non-verbal communication cues, such as the
expression of emotions, laughter, face turning, or gestures, which
demonstrates a growing interest for social signal processing. Yet,
another large set of papers targets the analysis of communicative
content, with a focus on the
abstractionofinformationfrommeetingsintheformofsummaries,
actionitems,
ordialogueacts.OthertopicspresentedatMLMI2008includeaudio-visualscene
analysis, speech processing, interactive systems and applica
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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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Ships in 10 - 15 working days
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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 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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