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[PDF] Co-Adaptation of audio-visual speech and gesture ...
https://www.semanticscholar.org/paper/Co-Adaptation-of-audio-visual-speech-and-gesture-Christoudias-Saenko/e7072a4e3a376965ffb56e614db909b8f0f26f3d#:~:text=It%20is%20demonstrated%20that%20multimodal%20co-training%20can%20be,by%20leveraging%20the%20redundancy%20in%20the%20unlabeled%20data.
Co-Adaptation of Audio-Visual Speech and Gesture Classifiers
http://multicomp.cs.cmu.edu/wp-content/uploads/2017/09/2006_ICMI_christoudias_co-adaptation.pdf
Co-Adaptation of Audio-Visual Speech and Gesture Classifiers C. Mario Christoudias, Kate Saenko, Louis-Philippe Morency and Trevor Darrell Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology 32 Vassar Street, Cambridge, MA 02139, USA cmch,saenko,lmorency,[email protected] ABSTRACT
Co-Adaptation of audio-visual speech and gesture ...
https://dl.acm.org/doi/abs/10.1145/1180995.1181013
We apply co-training to two problems: audio-visual speech unit classification, and user agreement recognition using spoken utterances and head gestures. We demonstrate that multimodal co-training can be used to learn from only a few labeled examples in one or both of the audio-visual modalities. We also propose a co-adaptation algorithm, which adapts existing audio-visual …
[PDF] Co-Adaptation of audio-visual speech and gesture ...
https://www.semanticscholar.org/paper/Co-Adaptation-of-audio-visual-speech-and-gesture-Christoudias-Saenko/e7072a4e3a376965ffb56e614db909b8f0f26f3d
It is demonstrated that multimodal co-training can be used to learn from only a few labeled examples in one or both of the audio- visual modalities, and a co-adaptation algorithm is proposed, which adapts existing audio-visual classifiers to a particular user or noise condition by leveraging the redundancy in the unlabeled data. The construction of robust multimodal …
Co-Adaptation of Audio-Visual Speech and Gesture Classifiers
https://projects.csail.mit.edu/publications/abstracts/abstracts07/cmch/cmch.html
Co-adaptation experiments were performed in two different human-computer interaction tasks: audio-visual agreement recognition and speech unit classification. In the former task agreement is recognized from either the person's head gesture (head …
Co-Adaptation of audio-visual speech and gesture ...
https://www.researchgate.net/publication/221052175_Co-Adaptation_of_audio-visual_speech_and_gesture_classifiers
Co-adaptation is used for audio-visual speech recognition and gesture recognition [11]. The audio and visual models are jointly adapted using unseen data …
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