Machine Learning for Multimodal Interaction: 4th International Workshop, MLMI 2007, Brno, Czech Republic, June 28-30, 2007, Revised Selected Papers

Medientyp: E-Book; Konferenzbericht

Titel: Machine Learning for Multimodal Interaction : 4th International Workshop, MLMI 2007, Brno, Czech Republic, June 28-30, 2007, Revised Selected Papers

Beteiligte: Popescu-Belis, Andrei [Sonstige Person, Familie und Körperschaft]; Bourlard, Hervé [Sonstige Person, Familie und Körperschaft]; Renals, Steve [Sonstige Person, Familie und Körperschaft]

Erschienen: Berlin, Heidelberg: Springer Berlin Heidelberg, 2008

Umfang: Online-Ressource (digital)

Sprache: Englisch

DOI: 10.1007/978-3-540-78155-4

ISBN: 9783540781554

Identifikator:

RVK-Notation: SS 4800 : Lecture notes in computer science

Schlagwörter: Telekonferenz > Dokumentverarbeitung > Sprachverarbeitung > Lernendes System
Mensch-Maschine-Kommunikation > Automatische Spracherkennung > Dialogsystem > Lernendes System
Mensch-Maschine-Kommunikation > Affective Computing > Bilderkennung > Lernendes System
Multimodales System > Lernendes System > Benutzermodell

Entstehung:

Anmerkungen:

Beschreibung: 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.

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