Machine Learning
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Identifying the addressee in human-human-robot interactions based on head pose and speech
Proceedings of the 6th international conference on Multimodal interfaces
Human perception of intended addressee during computer-assisted meetings
Proceedings of the 8th international conference on Multimodal interfaces
Simultaneous prediction of dialog acts and address types in three-party conversations
Proceedings of the 9th international conference on Multimodal interfaces
Multimodalcues for addressee-hood in triadic communication with a human information retrieval agent
Proceedings of the 9th international conference on Multimodal interfaces
Comparison of child-human and child-computer interactions based on manual annotations
Proceedings of the 2nd Workshop on Child, Computer and Interaction
Multimodal floor control shift detection
Proceedings of the 2009 international conference on Multimodal interfaces
Dialog in the open world: platform and applications
Proceedings of the 2009 international conference on Multimodal interfaces
Multi-modal features for real-time detection of human-robot interaction categories
Proceedings of the 2009 international conference on Multimodal interfaces
Prosodic turn-yielding cues with and without optical feedback
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Learning to predict engagement with a spoken dialog system in open-world settings
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Turn-yielding cues in task-oriented dialogue
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Multiparty turn taking in situated dialog: study, lessons, and directions
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Fun and fair: influencing turn-taking in a multi-party game with a virtual agent
Proceedings of the 12th International Conference on Interaction Design and Children
Managing chaos: models of turn-taking in character-multichild interactions
Proceedings of the 15th ACM on International conference on multimodal interaction
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Addressee identification is an element of all language-based interactions, and is critical for turn-taking. We examine the particular problem of identifying when each child playing an interactive game in a small group is speaking to an animated character. After analyzing child and adult behavior, we explore a family of machine learning models to integrate audio and visual features with temporal group interactions and limited, task-independent language. The best model performs identification about 20% better than the model that uses the audio-visual features of the child alone.