| Authors |
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| Publication date |
2008
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| Book title |
Proceedings of the Workshop on Affective Interaction in Natural Environments (AFFINE)
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| Event |
Workshop on Affective Interaction in Natural Environments (AFFINE), Chania, Greece
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| Pages (from-to) |
1-5
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| Organisations |
-
Faculty of Science (FNWI) - Informatics Institute (IVI)
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| Abstract |
In this work we present the application of Conditional Restricted Boltzmann Machines in Human Computer Interaction. These provide a well suited framework to model the complex temporal patterns produced from humans in the audio and video modalities. They can be trained in a semisupervised fashion and produce high accuracy, on-line inference results, while dealing with multiple concept groups. We present the results acquired in the task of speaker detection.
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| Document type |
Conference contribution
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| Published at |
http://www.science.uva.nl/research/isla/pub/noulasICMI08.pdf
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