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Audio Embeddings help to learn better dialogue policies
(IEEE, 2021-12)
Neural transformer architectures have gained a lot of interest for text-based dialogue management in the last few years. They have shown high learning capabilities for open domain dialogue with huge amounts of data and ...
Perceptual borderline for balancing multi-class spontaneous emotional data
(IEEE, 2021-04-07)
Speech is a behavioural biometric signal that can provide important information to understand the human intends as well as their emotional status. The paper is centered on the speech-based identification of the seniors’s ...
Ageing in the 21st century in Europe: social challenges and innovation opportunities to support elderly independency and wellbeing.
(2021-03-15)
This chapter describes the vision of the EMPATHIC project of social challenges and innovation opportunities to support elderly independency and well- being. Asanintroduction,wefirstidentifythemainchallengesthatresultfromthe ...