Poster Session I

Challenge Task 1 report
Annamaria Mesaros, Tuomas Virtanen, Toni Heittola

General-purpose tagging of Freesound audio with AudioSet labels: Task description, dataset, and baseline
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P.W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra

Challenge Task 3 report
Dan Stowell, Hervé Glotin, Yannis Stylianou, Mike Wood

Challenge Task 4 report
Romain Serizel, Hamid Eghbal-zadeh, Nicolas Turpault, Ankit Parag Shah

Challenge Task 5 report
Gert Dekkers, Peter Karsmakers, Lode Vuegen

Polyphonic audio tagging with sequentially labelled data using CRNN with learnable gated linear units
Yuanbo Hou, Qiuqiang Kong, Jun Wang, Shengchen Li

General-purpose audio tagging from noisy labels using convolutional neural networks
Turab Iqbal, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang

Sample mixed-based data augmentation for domestic audio tagging
Shengyun Wei, Kele Xu, Dezhi Wang, Feifan Liao, Huaimin Wang, Qiuqiang Kong

Applying triplet loss to Siamese-style networks for audio similarity ranking
Brian Margolis, Madhav Ghei, Bryan Pardo

DCASE 2018 task 2: Iterative training, label smoothing, and background noise normalization for audio event tagging
Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Douglas L. Jones, Woon Seng Gan

The Making Sense of Sounds Challenge
Christian Kroos, Oliver Bones, Yin Cao, Lara Harris, Philip J. B. Jackson, William J. Davies, Wenwu Wang, Trevor J. Cox, Mark D. Plumbley

Acoustic scene classification using a convolutional neural network ensemble and nearest neighbor filters
Truc Nguyen, Franz Pernkopf

Exploring deep vision models for acoustic scene classification
Octave Mariotti, Matthieu Cord, Olivier Schwander

Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification
Christian Roletscheck, Tobias Watzka, Andreas Seiderer, Dominik Schiller, Elisabeth André

Convolutional neural networks and x-vector embedding for DCASE2018 Acoustic Scene Classification challenge
Hossein Zeinali, Lukas Burget, Jan Honza Cernocky

Audio feature space analysis for acoustic scene classification
Tomasz Maka

DNN based multi-level feature ensemble for acoustic scene classification
Jee-weon Jung, Hee-soo Heo, Hye-jin Shim, Ha-jin Yu