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
Vocal communication of emotion: a review of research paradigms
Speech Communication - Special issue on speech and emotion
Video Surveillance of Interactions
VS '99 Proceedings of the Second IEEE Workshop on Visual Surveillance
Layered Representations for Human Activity Recognition
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Dynamic bayesian networks: representation, inference and learning
Dynamic bayesian networks: representation, inference and learning
The components of conversational facial expressions
APGV '04 Proceedings of the 1st Symposium on Applied perception in graphics and visualization
Toward adaptive conversational interfaces: Modeling speech convergence with animated personas
ACM Transactions on Computer-Human Interaction (TOCHI)
Automatic Analysis of Multimodal Group Actions in Meetings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reality mining: sensing complex social systems
Personal and Ubiquitous Computing
Evaluation campaigns and TRECVid
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Automatic detection of group functional roles in face to face interactions
Proceedings of the 8th international conference on Multimodal interfaces
Detection and application of influence rankings in small group meetings
Proceedings of the 8th international conference on Multimodal interfaces
Computers in Human Behavior
Using audio and video features to classify the most dominant person in a group meeting
Proceedings of the 15th international conference on Multimedia
Using the influence model to recognize functional roles in meetings
Proceedings of the 9th international conference on Multimodal interfaces
Human-Centred Intelligent Human Computer Interaction (HCI²): how far are we from attaining it?
International Journal of Autonomous and Adaptive Communications Systems
Honest Signals: How They Shape Our World
Honest Signals: How They Shape Our World
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Dominance detection in meetings using easily obtainable features
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Automatic Meeting Segmentation Using Dynamic Bayesian Networks
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia
Social signal processing: Survey of an emerging domain
Image and Vision Computing
Automated analysis of non-verbal affective and social behaviour
Proceedings of the 3rd international workshop on Affective interaction in natural environments
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Towards real-time affect detection based on sample entropy analysis of expressive gesture
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Embodied cooperation using mobile devices: presenting and evaluating the Sync4All application
Proceedings of the International Working Conference on Advanced Visual Interfaces
The 3rd international workshop on social behaviour in music: SBM2012
Proceedings of the 14th ACM international conference on Multimodal interaction
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Visual feedback on nonverbal communication: a design exploration with healthcare professionals
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
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Social Signal Processing (SSP) aims at the analysis of social behaviour in both Human-Human and Human-Computer interactions. SSP revolves around automatic sensing and interpretation of social signals, complex aggregates of nonverbal behaviours through which individuals express their attitudes towards other human (and virtual) participants in the current social context. As such, SSP integrates both engineering (speech analysis, computer vision, etc.) and human sciences (social psychology, anthropology, etc.) as it requires multimodal and multidisciplinary approaches. As of today, SSP is still in its early infancy, but the domain is quickly developing, and a growing number of works is appearing in the literature. This paper provides an introduction to nonverbal behaviour involved in social signals and a survey of the main results obtained so far in SSP. It also outlines possibilities and challenges that SSP is expected to face in the next years if it is to reach its full maturity.