Eduardo Coutinho, George Trigeorgis, Stefanos Zafeiriou, and Björn Schuller. Automatically estimating emotion in music with deep longshort term memory recurrent neural networks. In Proc. of MediaEval Multimedia Benchmark Workshop, satellite of INTERSPEECH, volume 1436, Wurzen, Germany, September 2015. CEUR.
Eduardo Coutinho and Björn Schuller. Shared acoustic codes underlie emotional communication in music and speech – evidence from deep transfer learning. PLOS ONE, 12(e0179289):1–24, June 2017.
Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, and Björn Schuller. Non-linear prediction with lstm recurrent neural networks for acoustic novelty detection. In Proc. of International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, July 2015. IEEE.
Kun Qian, Zixing Zhang, Fabien Ringeval, and Björn Schuller. Bird sounds classification by large scale acoustic features and extreme learning machine. In Proc. of IEEE Global Conference on Signal and Information Processing (GlobalSIP), pages 1317–1321, Orlando, FL, December 2015. IEEE.
Kun Qian, Christoph Janott, Vedhas Pandit, Zixing Zhang, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, and Björn Schuller. Classification of the excitation location of snore sounds in the upper airway by acoustic multi-feature analysis. IEEE Transactions on Biomedical Engineering, 64(8):1731–1741, 2017.
Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martinez, Fernando De la Torre, Michel Valstar: A functional regression approach to facial landmark tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE, 2017
Dubuisson Duplessis, Guillaume; Clavel, Chloé; Landragin, Frédéric, Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction, 18th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), pp. 71-81, 2017
Catherine Pelachaud, Greta: a conversing socio-emotional agent, Workshop “Investigating Social Interactions with Artificial Agents” in 19th International Conference on Multimodal Interaction, ACM, 2017
Varun Jain, Chloé Clavel and Catherine Pelachaud, Beat Gesture Prediction using Prosodic Features, 3rd Workshop on Virtual Social Interaction VSI’17, Bieliefeld, June 2017
Soumia Dermouche, Catherine Pelachaud, Sequence-based Multimodal Behavior Modeling for Social Agents, ACM International Conference on Multimodal Interaction ICMI, Tokyo, Nov 2016