International audience; Each edition of the challenge on Detection and Classification of Acoustic Scenes and Events (DCASE) contained several tasks involving sound event detection in different setups. DCASE 2017 presented participants with three such tasks, each having ... View more
 P. Foggia, N. Petkov, A. Saggese, N. Strisciuglio, and M. Vento, “Audio surveillance of roads: A system for detecting anomalous sounds,” IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 1, pp. 279-288, Jan 2016.
 D. Chakrabarty and M. Elhilali, “Abnormal sound event detection using temporal trajectories mixtures,” in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2016, pp. 216-220.
 D. Stowell and D. Clayton, “Acoustic event detection for multiple overlapping similar sources,” in IEEE Workshop on Applications of Signal Processing to Audio and Acoustic (WASPAA), October 2015.
 S. Goetze, N. Moritz, J.-E. Appell, M. Meis, C. Bartsch, and J. Bitzer, “Acoustic user interfaces for ambient-assisted living technologies,” Informatics for Health and Social Care, vol. 35, no. 3-4, pp. 125-143, 2010.
 E. Principi, D. Droghini, S. Squartini, P. Olivetti, and F. Piazza, “Acoustic cues from the floor: A new approach for fall classification,” Expert Systems with Applications, vol. 60, pp. 51 - 61, 2016. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0957417416301658
 G. Dekkers, S. Lauwereins, B. Thoen, M. W. Adhana, H. Brouckxon, T. van Waterschoot, B. Vanrumste, M. Verhelst, and P. a. Karsmakers, “The SINS database for detection of daily activities in a home environment using an acoustic sensor network,” in Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017), November 2017, pp. 32-36.
 N. Takahashi, M. Gygli, and L. V. Gool, “Aenet: Learning deep audio features for video analysis,” IEEE Transactions on Multimedia, vol. 20, no. 3, pp. 513-524, March 2018.
 J. Salamon, C. Jacoby, and J. P. Bello, “A dataset and taxonomy for urban sound research,” in 22st ACM International Conference on Multimedia (ACM-MM'14), Nov. 2014.
 A. Mesaros, T. Heittola, A. Diment, B. Elizalde, A. Shah, E. Vincent, B. Raj, and T. Virtanen, “DCASE2017 challenge setup: Tasks, datasets and baseline system,” in Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017), November 2017, pp. 85-92.
 A. S. Bregman, Auditory Scene Analysis. Cambridge: MIT Press, 1990.