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Author Workshop on Machine Learning for Multimodal Interaction (5th : 2008 : Utrecht, Netherlands)

Title Machine learning for multimodal interaction : 5th international workshop, MLMI 2008, Utrecht, the Netherlands, September 8-10, 2008 ; proceedings / Andrei Popescu-Belis, Rainer Stiefelhagen (eds.)
Published Berlin : Springer, ©2008

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Description 1 online resource (xii, 364 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 5237
LNCS sublibrary. Information systems and application, incl. Internet/Web, and HCI ; SL 3
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
Lecture notes in computer science ; 5237.
Contents Face, Gesture and Nonverbal Communication -- Visual Focus of Attention in Dynamic Meeting Scenarios -- Fast and Robust Face Tracking for Analyzing Multiparty Face-to-Face Meetings -- What Does the Face-Turning Action Imply in Consensus Building Communication? -- Distinguishing the Communicative Functions of Gestures -- Optimised Meeting Recording and Annotation Using Real-Time Video Analysis -- Ambiguity Modeling in Latent Spaces -- Audio-Visual Scene Analysis and Speech Processing -- Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral -- Audio-Visual Clustering for 3D Speaker Localization -- A Hybrid Generative-Discriminative Approach to Speaker Diarization -- A Neural Network Based Regression Approach for Recognizing Simultaneous Speech -- Hilbert Envelope Based Features for Far-Field Speech Recognition -- Multimodal Unit Selection for 2D Audiovisual Text-to-Speech Synthesis -- Social Signal Processing -- Decision-Level Fusion for Audio-Visual Laughter Detection -- Detection of Laughter-in-Interaction in Multichannel Close-Talk Microphone Recordings of Meetings -- Automatic Recognition of Spontaneous Emotions in Speech Using Acoustic and Lexical Features -- Daily Routine Classification from Mobile Phone Data -- Human-Human Spoken Dialogue Processing -- Hybrid Multi-step Disfluency Detection -- Exploring Features and Classifiers for Dialogue Act Segmentation -- Detecting Action Items in Meetings -- Modeling Topic and Role Information in Meetings Using the Hierarchical Dirichlet Process -- Time-Compressing Speech: ASR Transcripts Are an Effective Way to Support Gist Extraction -- Meta Comments for Summarizing Meeting Speech -- HCI and Applications -- A Generic Layout-Tool for Summaries of Meetings in a Constraint-Based Approach -- A Probabilistic Model for User Relevance Feedback on Image Retrieval -- The AMIDA Automatic Content Linking Device: Just-in-Time Document Retrieval in Meetings -- Introducing Additional Input Information into Interactive Machine Translation Systems -- Computer Assisted Transcription of Text Images and Multimodal Interaction -- User Requirements and Evaluation of Meeting Browsers and Assistants -- Designing and Evaluating Meeting Assistants, Keeping Humans in Mind -- Making Remote 'Meeting Hopping' Work: Assistance to Initiate, Join and Leave Meetings -- Physicality and Cooperative Design -- Developing and Evaluating a Meeting Assistant Test Bed -- Extrinsic Summarization Evaluation: A Decision Audit Task
Summary Annotation This book constitutes the refereed proceedings of the 5th International Workshop on Machine Learning for Multimodal Interaction, MLMI 2008, held in Utrecht, The Netherlands, in September 2008. The 12 revised full papers and 15 revised poster papers presented together with 5 papers of a special session on user requirements and evaluation of multimodal meeting browsers/assistants were carefully reviewed and selected from 47 submissions. The papers cover a wide range of topics related to human-human communication modeling and processing, as well as to human-computer interaction, using several communication modalities. Special focus is given to the analysis of non-verbal communication cues and social signal processing, the analysis of communicative content, audio-visual scene analysis, speech processing, interactive systems and applications
Analysis computers
samenleving
society
beeldverwerking
image processing
machine vision
computerwetenschappen
computer sciences
kunstmatige intelligentie
artificial intelligence
taal
language
taalwetenschappen
linguistics
man-machine interaction
gebruikersinterfaces
user interfaces
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Bibliography Includes bibliographical references and index
Notes English
Print version record
Subject Machine learning -- Congresses
Human-computer interaction -- Congresses
Automatic speech recognition -- Congresses
Natural language processing (Computer science) -- Congresses
Speech processing systems -- Congresses
Nonverbal communication -- Congresses
Dialogue analysis -- Congresses
Automatic abstracting -- Congresses
Teams in the workplace -- Data processing -- Congresses
Informatique.
Automatic abstracting
Automatic speech recognition
Dialogue analysis
Human-computer interaction
Machine learning
Natural language processing (Computer science)
Nonverbal communication
Speech processing systems
Teams in the workplace -- Data processing
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Popescu-Belis, Andrei.
Stiefelhagen, Rainer.
ISBN 9783540858539
3540858539
3540858520
9783540858522
3540781552
9783540781554