Machine Learning for Multimodal Interaction
Springer Berlin (Verlag)
978-3-540-78154-7 (ISBN)
Invited Paper.- Robust Real Time Face Tracking for the Analysis of Human Behaviour.- Multimodal Processing.- Conditional Sequence Model for Context-Based Recognition of Gaze Aversion.- Meeting State Recognition from Visual and Aural Labels.- Object Category Recognition Using Probabilistic Fusion of Speech and Image Classifiers.- HCI, User Studies and Applications.- Automatic Annotation of Dialogue Structure from Simple User Interaction.- Interactive Pattern Recognition.- User Specific Training of a Music Search Engine.- An Ego-Centric and Tangible Approach to Meeting Indexing and Browsing.- Integrating Semantics into Multimodal Interaction Patterns.- Towards an Objective Test for Meeting Browsers: The BET4TQB Pilot Experiment.- Image and Video Processing.- Face Recognition in Smart Rooms.- Gaussian Process Latent Variable Models for Human Pose Estimation.- Discourse and Dialogue Processing.- Automatic Labeling Inconsistencies Detection and Correction for Sentence Unit Segmentation in Conversational Speech.- Term-Weighting for Summarization of Multi-party Spoken Dialogues.- Automatic Decision Detection in Meeting Speech.- Czech Text-to-Sign Speech Synthesizer.- Speech and Audio Processing.- Using Prosodic Features in Language Models for Meetings.- Posterior-Based Features and Distances in Template Matching for Speech Recognition.- A Study of Phoneme and Grapheme Based Context-Dependent ASR Systems.- Transfer Learning for Tandem ASR Feature Extraction.- Spoken Term Detection System Based on Combination of LVCSR and Phonetic Search.- Frequency Domain Linear Prediction for QMF Sub-bands and Applications to Audio Coding.- Modeling Vocal Interaction for Segmentation in Meeting Recognition.- Binaural Speech Separation Using Recurrent Timing Neural Networks for Joint F0-Localisation Estimation.- PASCAL Speech Separation Challenge II.- To Separate Speech.- Microphone Array Beamforming Approach to Blind Speech Separation.
Erscheint lt. Verlag | 26.2.2008 |
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Reihe/Serie | Information Systems and Applications, incl. Internet/Web, and HCI | Lecture Notes in Computer Science |
Zusatzinfo | XI, 308 p. |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 498 g |
Themenwelt | Mathematik / Informatik ► Informatik ► Betriebssysteme / Server |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Schlagworte | classification • context-awareness • contextual information • error correction • face recognition • Hardcover, Softcover / Informatik, EDV/Betriebssysteme, Benutzeroberflächen • HCI • HC/Informatik, EDV/Betriebssysteme, Benutzeroberflächen • Human-Computer interaction • Human-Computer Interaction (HCI) • Human Factors • Intelligent Agents • intelligent user interfaces • learning • Learning Algorithms • machine learning • Machine Translation • MoD • Model Checking • multimedia meetings • multimodal interaction • multimodal meetings • multiparty meetings • Neural networks • Object recognition • Speech processing • speech separation • translation services • verification • visual processing |
ISBN-10 | 3-540-78154-4 / 3540781544 |
ISBN-13 | 978-3-540-78154-7 / 9783540781547 |
Zustand | Neuware |
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