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020 _a9783540858539
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024 7 _a10.1007/978-3-540-85853-9
_2doi
050 4 _aQA76.9.U83
050 4 _aQA76.9.H85
072 7 _aUYZ
_2bicssc
072 7 _aCOM079010
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082 0 4 _a005.437
_223
082 0 4 _a004.019
_223
245 1 0 _aMachine Learning for Multimodal Interaction
_h[electronic resource] :
_b5th International Workshop, MLMI 2008, Utrecht, The Netherlands, September 8-10, 2008, Proceedings /
_cedited by Andrei Popescu-Belis, Rainer Stiefelhagen.
250 _a1st ed. 2008.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2008.
300 _aXII, 364 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v5237
505 0 _aFace, 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 UserRelevance 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.
520 _aThis 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.
650 0 _aUser interfaces (Computer systems).
_911681
650 0 _aHuman-computer interaction.
_96196
650 0 _aNatural language processing (Computer science).
_94741
650 0 _aArtificial intelligence.
_93407
650 0 _aComputers and civilization.
_921733
650 0 _aComputer vision.
_9150725
650 1 4 _aUser Interfaces and Human Computer Interaction.
_931632
650 2 4 _aNatural Language Processing (NLP).
_931587
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputers and Society.
_931668
650 2 4 _aComputer Vision.
_9150726
700 1 _aPopescu-Belis, Andrei.
_eeditor.
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_9150727
700 1 _aStiefelhagen, Rainer.
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_9150728
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783540859468
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v5237
_9150730
856 4 0 _uhttps://doi.org/10.1007/978-3-540-85853-9
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