Emotion recognition is attracting the attention of the research community due to its multiple applications in different fields, such as medicine or autonomous driving. In this paper, we proposed an automatic emotion recognizer system that consisted of a speech emotion recognizer (SER) and a facial emotion recognizer (FER). For the SER, we evaluated a pre-trained …
Emotion Recognition is attracting the attention of the research community due to the multiple areas where it can be applied, such as in healthcare or in road safety systems. In this paper, we propose a multimodal emotion recognition system that relies on speech and facial information. For the speech-based modality, we evaluated several transfer-learning techniques, …
Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning Read More »
Conversational interfaces have recently become a ubiquitous element in both the personal sphere by easing access to services, and industrial environments by the automation of services, improved customer support and its corresponding cost savings. However, designing the dialog model used by these interfaces to decide system responses is still a hard-to-accomplish task for complex conversational …
Griol, D., Callejas, Z., Molina, J.M., Sanchis, A. (2021) Adaptive dialogue management using intent clustering and fuzzy rules. Expert Systems, 2021;38:e12630. doi: 10.1111/exsy.12630
Kraus, M., Wagner, N., Callejas, Z., Minker, W. (2021) Discriminative Power of EEG-Based Biomarkers in Major Depressive Disorder: A Systematic Review. IEEE Access, 9. doi: 10.1109/ACCESS.2021.3103893 Repository link: https://ieeexplore.ieee.org/document/9509523
Greco, C., Matarazzo, O., Cordasco, G., Vinciarelli, A., Callejas, Z., Esposito, A. (2021) Discriminative Power of EEG-Based Biomarkers in Major Depressive Disorder: A Systematic Review. IEEE Access, 9. doi: 10.1109/ACCESS.2021.3103047 Repository link: https://ieeexplore.ieee.org/document/9508414
Artola, A., Callejas, Z., Griol, D. (2021). A Modular Architecture for Multi-Purpose Conversational System Development. Intelligent Environments 2021 – Workshop Proceedings of the 17th International Conference on Intelligent Environments, IOS Press. DOI: 10.3233/aise210077 Link to paper: https://ebooks.iospress.nl/volumearticle/57165
L. B. Letaifa and M. I. Torres, “Perceptual Borderline for Balancing Multi-Class Spontaneous Emotional Data,” in IEEE Access, vol. 9, pp. 55939-55954, 2021, doi: 10.1109/ACCESS.2021.3071485. https://ieeexplore.ieee.org/document/9398699 Repository link: http://hdl.handle.net/10810/50913
Esposito A., Callejas Z., Hemmje M.L., Fuchs M., Maldonato M.N., Cordasco G. (2021) Intelligent Advanced User Interfaces for Monitoring Mental Health Wellbeing. In: Reis T., Bornschlegl M.X., Angelini M., Hemmje M.L. (eds) Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications. AVI-BDA 2020, ITAVIS 2020. Lecture Notes in Computer Science, vol 12585. Springer, Cham. …
Intelligent Advanced User Interfaces for Monitoring Mental Health Wellbeing Read More »
Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, María Inés Torres, Raquel Justo, Anna Esposito, Gennaro Cordasco, Raymond Bond, Maurice Mulvenna, Edel Ennis, Siobhan O’Neill, Huiru Zheng, Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Gavin McConvey, Matthias Hemmje, Michael Fuchs, Neil Glackin and Gérard Chollet (2021). Towards conversational technology to promote, monitor and protect mental health. …
Towards conversational technology to promote, monitor and protect mental health Read More »