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Multimodal Signal Processing: Human Interactions in Meetings
Computer Science

Multimodal Signal Processing: Human Interactions in Meetings

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About This Book

Bringing together experts in multimodal signal processing, this book provides a detailed introduction to the area, with a focus on the analysis, recognition and interpretation of human communication. The technology described has powerful applications. For instance, automatic analysis of the outputs of cameras and microphones in a meeting can make sense of what is happening – who spoke, what they said, whether there was an active discussion and who was dominant in it. These analyses are layered to move from basic interpretations of the signals to richer semantic information. The book covers the necessary analyses in a tutorial manner, going from basic ideas to recent research results. It includes chapters on advanced speech processing and computer vision technologies, language understanding, interaction modeling and abstraction, as well as meeting support technology. This guide connects fundamental research with a wide range of prototype applications to support and analyze group interactions in meetings.

About the Author

Multimodal Signal Processing: Human Interactions in Meetings is authored by Steve Renals | Hervé Bourlard | Jean Carletta.

Product description Review Select Guide Rating Book Description A synthesis of recent advances in multimodal signal processing applications for human interaction analysis and meeting support technology. About the Author Steve Renals is Director of the Institute for Language, Computation, and Cognition (ILCC) and Professor of Speech Technology in the School of Informatics at the University of Edinburgh. He has over 150 publications in speech and language processing, is the co-editor-in-chief of the ACM Transactions on Speech and Language Processing and has led several large projects in the field. With Hervé Bourlard, he was the joint coordinator of the AMI and AMIDA European Integrated Projects, which form the basis for the book.Hervé Bourlard is Director of the Idiap Research Institute in Switzerland, Professor at the Swiss Federal Institute of Technology at Lausanne (EPFL) and founding Director of the Swiss National Center of Competence in Research on Interactive Multimodal Information Management (NCCR IM2). He has over 250 publications, has initiated and coordinated numerous international research projects and is the recipient of several scientific and entrepreneurship awards.Jean Carletta is a Senior Research Fellow at the Human Communication Research Centre, University of Edinburgh. She was the scientific manager of the AMI and AMIDA Integrated Projects. A former Marshall Scholar, she has been on the editorial boards of Computational Linguistics and Language Resources and Evaluation.Andrei Popescu-Belis is a senior researcher at the Idiap Research Institute, a lecturer at EPFL, and the head of Idiap's Natural Language Processing group. His research interests are in natural language processing, information retrieval, language resources, and the evaluation of linguistic and interactive systems. Read more

Book Highlights

Published by ‎ Cambridge University Press
Language: ‎ English
Publication date: ‎ 7 June 2012
Category: Computers & Internet > Computer Science
Dimensions: ‎ 17.78 x 1.91 x 25.4 cm
Weight: ‎ 720 g
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Book Specifications

ISBN-139781107022294
ISBN-101107022290
Publisher‎ Cambridge University Press
Language‎ English
Dimensions‎ 17.78 x 1.91 x 25.4 cm
Weight‎ 720 g
CategoryComputers & Internet › Computer Science

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