News

[01/09/2016] Special section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild
deadline: 25 November
, ACM TOMM.

[04/03/2016] The RECOLA database will be used for the ACM MM AVEC 2016 Challenge.

[10/12/2015] Contributions of the AV+EC 2015 Challenge have been added to the publication list.

[14/02/2015] The RECOLA database will be used for the ACM MM AV+EC 2015 Challenge.

[11/02/2015] Time stamps of the features and event probabilities have been added in the data set.

[02/02/2015] Multimodal feature sets have been added to the repository.

[15/11/2013] The RECOLA database is available for download!


Publications featuring RECOLA (19)

2016 A. Mencattini, E. Martinelli, F. Ringeval, B. Schuller and C. Di Natale: "Continuous estimation of emotions in speech by dynamic cooperative speaker models", in IEEE Transactions on Affective Computing, 14 pages, to appear. PDF
2016 A. Manandhar, K. D. Morton, P. A. Torrione and L. M. Collins: "Multivariate output-associative RVM for multi-dimensional affect predictions", in International Scholarly and Scientific Research & Innovation, Vol. 10, No. 3, pp. 365-372. PDF
2016 G. Trigeorgis, F. Ringeval, R. Brueckner, E. Marchi, M. Nicolaou, B. Schuller and S. Zafeiriou: "Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network", in Proceedings of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, Shanghai, China, April 2016, IEEE, 5 pages, to appear. PDF
2016 Z. Zhang, F. Ringeval, B. Dong, E. Coutinho, E. Marchi and B. Schuller: "Enhanced semi-supervised learning for multimodal emotion recognition", in Proceedings of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, Shanghai, China, April 2016, IEEE, 5 pages, to appear. PDF
2016 P. Khorrami, T. Le Paine, K. Brady, C. Dagli, T. S. Huang: "How deep neural networks can improve emotion recognition on video data", in arXiv preprint arXiv:1602.07377, February 2016. PDF
2016 X. Gong, S. Fong, R. K. Wong, S. Mohammed, J. Fiaidhi and A. V. Vasilakos: "Discovering sub-patterns from time series using a normalized cross-match algorithm", Journal of Supercomputing, pp. 1-18, Springer, February 2016. PDF
2015 M. Kachele, M. Schels, P. Thiam and F. Schwenker: "Fusion Mappings for Multimodal Affect Recognition", in proc. of IEEE Symposium Series on Computational Intelligence, pp. 307-313, Cape Town, South Africa, December 7-10 2015. PDF
2015 F. Ringeval, F. Eyben, E. Kroupi, A. Yuce, J.-P. Thiran, T. Ebrahimi, D. Lalanne and B. Schuller: "Prediction of Asynchronous Dimensional Emotion Ratings from Audio-visual and Physiological Data", Pattern Recognition Letters, ELSEVIER, vol. 66, pp. 22-30, November 2015. PDF
2015 F. Ringeval, B. Schuller, M. Valstar, R. Cowie and M. Pantic: "AV+EC 2015 – The 5th International Audio/Visual Emotion Challenge and Wokrshop", in proc. of ACM MM, pp. 1335-1336, Brisbane, Australia, October 26-30 2015. PDF
2015 F. Ringeval, B. Schuller, M. Valstar, S. Jaiswal, E. Marchi, D. Lalanne, R. Cowie and M. Pantic: "AV+EC 2015 – The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data", in proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 3-8, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 P. Cardinal, N. Dehak, A.L. Koerich, J. Alam and P. Boucher: "ETS System for AV+EC 2015 Challenge", in proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 17-23, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 L. Chao, J. Tao, M. Yang, Y. Li and Z. Wen: "Long Short Term Memory Recurrent Neural Network based Multimodal Dimensional Emotion Recognition", in proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 65-72, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 S. Chen and Q. Jin: "Multi-modal Dimensional Emotion Recognition using Recurrent Neural Networks", in proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 49-56, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 L. He, D. Jiang, L. Yang, E. Pei, P. Wu and H. Sahli: "Multimodal Affective Dimension Prediction Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks", in proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 73-80, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 Z. Huang, T. Dang, N. Cummins, B. Stasak, P. Le, V. Sethu and J. Epps: "An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction", in proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 41-48, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 M. K├Ąchele, P. Thiam, G. Palm, F. Schwenker and M. Schels: "Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges", in proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 9-16, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 A. Milchevski, A. Rozza and D. Taskovski: "Multimodal Affective Analysis combining Regularized Linear Regression and Boosted Regression Trees", In proc. of the 5th International Workshop on Audio/Visual Emotion Challenge (AVEC), pp. 33-39, ACM MM, Brisbane, Australia, 26 October 2015. PDF
2015 A. Mencattini, F. Ringeval, B. Schuller, E. Martinelli, and C. Di Natale:: "Continuous monitoring of emotions by a multimodal cooperative sensor system", in Procedia Engineering, Special Issue Eurosensors 2015, vol. 120, pp. 556-559, Elsevier, July 2015. PDF
2015 M. Abdelwahab and C. Busso: "Supervised domain adaptation for emotion recognition from speech", Proceedings of the 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5058-5062, Brisbane, Australia, April 2015. IEEE. PDF
2013 F. Ringeval, A. Sonderegger, J. Sauer, and D. Lalanne, "Introducing the RECOLA Multimodal Corpus of Remote Collaborative and Affective Interactions", Proceedings of the 2nd International Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space (EmoSPACE 2013), held in conjunction with the 10th International IEEE Conference on Automatic Face and Gesture Recognition (FG 2013), Shanghai, China, April 2013. IEEE. PDF

We strongly encourage researchers working on the RECOLA Database to inform us on their scientific publications: please send an email to diuf-recola[at]unifr.ch with the full citation of your paper in the core of the message and, if possible, with the PDF file attached. After checking, publications will be listed here to ease access to other researchers interested in this corpus, while facilitating its bibliography.