The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Pattern Recognition and Machine Learning (Information Science and Statistics)
Pattern Recognition and Machine Learning (Information Science and Statistics)
Sociometry Based Multiparty Audio Recordings Summarization
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 02
Broadcast news story segmentation using social network analysis and hidden markov models
Proceedings of the 15th international conference on Multimedia
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Predicting the dominant clique in meetings through fusion of nonverbal cues
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Social signal processing: state-of-the-art and future perspectives of an emerging domain
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Initial study on automatic identification of speaker role in broadcast news speech
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Social signal processing: Survey of an emerging domain
Image and Vision Computing
Automatic nonverbal analysis of social interaction in small groups: A review
Image and Vision Computing
SIGdial '08 Proceedings of the 9th SIGdial Workshop on Discourse and Dialogue
RoleNet: movie analysis from the perspective of social networks
IEEE Transactions on Multimedia - Special issue on integration of context and content
The AMI meeting corpus: a pre-announcement
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
IEEE Transactions on Multimedia
Automatic role recognition based on conversational and prosodic behaviour
Proceedings of the international conference on Multimedia
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Proceedings of the international conference on Multimedia
Speaker role recognition to help spontaneous conversational speech detection
Proceedings of the 2010 international workshop on Searching spontaneous conversational speech
Proceedings of the 2nd international workshop on Social signal processing
Modelling and analyzing multimodal dyadic interactions using social networks
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
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Automatic analysis of social interactions attracts increasing attention in the multimedia community. This letter considers one of the most important aspects of the problem, namely the roles played by individuals interacting in different settings. In particular, this work proposes an automatic approach for the recognition of roles in both production environment contexts (e.g., news and talk-shows) and spontaneous situations (e.g., meetings). The experiments are performed over roughly 90 h of material (one of the largest databases used for role recognition in the literature) and show that the recognition effectiveness depends on how much the roles influence the behavior of people. Furthermore, this work proposes the first approach for modeling mutual dependences between roles and assesses its effect on role recognition performance.