Machine Learning for Multimodal Interaction
Springer Berlin (Verlag)
978-3-540-85852-2 (ISBN)
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 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.
Erscheint lt. Verlag | 28.8.2008 |
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Reihe/Serie | Information Systems and Applications, incl. Internet/Web, and HCI | Lecture Notes in Computer Science |
Zusatzinfo | XII, 364 p. |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 574 g |
Themenwelt | Mathematik / Informatik ► Informatik ► Betriebssysteme / Server |
Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
Schlagworte | acoustic event detection • active camera • classification • computer assisted translation • confirmation of intention • context-awareness • contextual information • cooperative design • Design • dynamic bayesian network • error correction • face recognition • Hardcover, Softcover / Informatik, EDV/Betriebssysteme, Benutzeroberflächen • HCI • HC/Informatik, EDV/Betriebssysteme, Benutzeroberflächen • Human-Computer interaction • Human-Computer Interaction (HCI) • Human Fact • Human Factors • Intelligent Agents • Layout • Learning Algorithms • machine learning • Machine Translation • Maschinelles Lernen • meeting analysis • meeting assistant • meeting browser • meeting processing • multimedia meetings • multimodal interaction • Multimodality • multimodal meetings • multiparty conversation • Neural networks • Object recognition • person tracking • Speech processing • Speech Recognition • speech separation • Summarization • Support Vector Machines • translation services • user interface • User Requirements • verification • video 3D tracking • visual processing |
ISBN-10 | 3-540-85852-0 / 3540858520 |
ISBN-13 | 978-3-540-85852-2 / 9783540858522 |
Zustand | Neuware |
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