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eess.SP2022
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin +1
In this paper, we address the problem of multimodal emotion recognition from multiple physiological signals. We demonstrate that a Transformer-based approach is suitable for this t…
q-bio.NC2022★ 1 cited
Transformer-Based Self-Supervised Learning for Emotion Recognition
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin +1
In order to exploit representations of time-series signals, such as physiological signals, it is essential that these representations capture relevant information from the whole si…