Machine Learning for Multimodal Interaction: First International Workshop, MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers

✍ Scribed by Simon Tucker, Steve Whittaker (auth.), Samy Bengio, Hervé Bourlard (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2005
• Tongue: English
• Leaves: 371
• Series: Lecture Notes in Computer Science 3361 : Information Systems and Applications, incl. Internet/Web, and HCI
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Machine Learning for Multimodal Interaction, MLMI 2004, held in Martigny, Switzerland in June 2004.

The 30 revised full papers presented were carefully selected during two rounds of reviewing and revision. The papers are organized in topical sections on HCI and applications, structuring and interaction, multimodal processing, speech processing, dialogue management, and vision and emotion.

✦ Table of Contents

Front Matter....Pages -
Accessing Multimodal Meeting Data: Systems, Problems and Possibilities....Pages 1-11
Browsing Recorded Meetings with Ferret....Pages 12-21
Meeting Modelling in the Context of Multimodal Research....Pages 22-35
Artificial Companions....Pages 36-45
Zakim – A Multimodal Software System for Large-Scale Teleconferencing....Pages 46-55
Towards Computer Understanding of Human Interactions....Pages 56-75
Multistream Dynamic Bayesian Network for Meeting Segmentation....Pages 76-86
Using Static Documents as Structured and Thematic Interfaces to Multimedia Meeting Archives....Pages 87-100
An Integrated Framework for the Management of Video Collection....Pages 101-110
The NITE XML Toolkit Meets the ICSI Meeting Corpus: Import, Annotation, and Browsing....Pages 111-121
S-SEER: Selective Perception in a Multimodal Office Activity Recognition System....Pages 122-135
Mapping from Speech to Images Using Continuous State Space Models....Pages 136-145
An Online Algorithm for Hierarchical Phoneme Classification....Pages 146-158
Towards Predicting Optimal Fusion Candidates: A Case Study on Biometric Authentication Tasks....Pages 159-172
Mixture of SVMs for Face Class Modeling....Pages 173-181
AV16.3: An Audio-Visual Corpus for Speaker Localization and Tracking....Pages 182-195
The 2004 ICSI-SRI-UW Meeting Recognition System....Pages 196-208
On the Adequacy of Baseform Pronunciations and Pronunciation Variants....Pages 209-222
Tandem Connectionist Feature Extraction for Conversational Speech Recognition....Pages 223-231
Long-Term Temporal Features for Conversational Speech Recognition....Pages 232-242
Speaker Indexing in Audio Archives Using Gaussian Mixture Scoring Simulation....Pages 243-252
Speech Transcription and Spoken Document Retrieval in Finnish....Pages 253-262
A Mixed-Lingual Phonological Component Which Drives the Statistical Prosody Control of a Polyglot TTS Synthesis System....Pages 263-276
Shallow Dialogue Processing Using Machine Learning Algorithms (or Not)....Pages 277-290
ARCHIVUS: A System for Accessing the Content of Recorded Multimodal Meetings....Pages 291-304
Piecing Together the Emotion Jigsaw....Pages 305-317
Emotion Analysis in Man-Machine Interaction Systems....Pages 318-328
A Hierarchical System for Recognition, Tracking and Pose Estimation....Pages 329-340
Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques....Pages 341-348
A Shape Based, Viewpoint Invariant Local Descriptor....Pages 349-359
Back Matter....Pages -

✦ Subjects

User Interfaces and Human Computer Interaction; Artificial Intelligence (incl. Robotics); Language Translation and Linguistics; Computers and Society; Image Processing and Computer Vision