Abstract is missing.
- Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural NetworksJakob Abeßer, Stylianos Ioannis Mimilakis, Robert Gräfe, Hanna M. Lukashevich. 7-11 [doi]
- Sound Event Detection Using Weakly Labeled Dataset with Stacked Convolutional and Recurrent Neural NetworkSharath Adavanne, Tuomas Virtanen. 12-16 [doi]
- Sequence to Sequence Autoencoders for Unsupervised Representation Learning from AudioShahin Amiriparian, Michael Freitag 0003, Nicholas Cummins, Björn W. Schuller. 17-21 [doi]
- Nonnegative Feature Learning Methods for Acoustic Scene ClassificationVictor Bisot, Romain Serizel, Slim Essid, Gaël Richard. 22-26 [doi]
- Convolutional Recurrent Neural Networks for Rare Sound Event DetectionEmre Cakir, Tuomas Virtanen. 27-31 [doi]
- The SINS Database for Detection of Daily Activities in a Home Environment Using an Acoustic Sensor NetworkGert Dekkers, Steven Lauwereins, Bart Thoen, Mulu Weldegebreal Adhana, Henk Brouckxon, Bertold Van den Bergh, Toon van Waterschoot, Bart Vanrumste, Marian Verhelst, Peter Karsmakers. 32-36 [doi]
- Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural NetworksEduardo Fonseca, Rong Gong, Dmitry Bogdanov, Olga Slizovskaia, Emilia Gómez, Xavier Serra. 37-41 [doi]
- Acoustic Scene Classification Using Spatial FeaturesMarc C. Green, Damian T. Murphy. 42-45 [doi]
- Convolutional Neural Networks with Binaural Representations and Background Subtraction for Acoustic Scene ClassificationYoonchang Han, Jeongsoo Park. 46-50 [doi]
- Audio Event Detection Using Multiple-Input Convolutional Neural NetworkIl-Young Jeong, Subin Lee, Yoonchang Han, Kyogu Lee. 51-54 [doi]
- DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random FeaturesAbelino Jimenez, Benjamin Elizalde, Bhiksha Raj. 55-58 [doi]
- DNN-Based Audio Scene Classification for DCASE2017: Dual Input Features, Balancing Cost, and Stochastic Data DuplicationJee-weon Jung, Hee-Soo Heo, Il-Ho Yang, Sung Hyun Yoon, Hye-jin Shim, Ha-Jin Yu. 59-63 [doi]
- Neuroevolution for Sound Event Detection in Real Life Audio: A Pilot StudyChristian Kroos, Mark D. Plumbley. 64-68 [doi]
- Combining Multi-Scale Features Using Sample-Level Deep Convolutional Neural Networks for Weakly Supervised Sound Event DetectionJongpil Lee, Jiyoung Park, Sangeun Kum, Youngho Jeong, Juhan Nam. 69-73 [doi]
- Ensemble of Convolutional Neural Networks for Weakly-supervised Sound Event Detection Using Multiple Scale InputDonmoon Lee, Subin Lee, Yoonchang Han, Kyogu Lee. 74-79 [doi]
- Rare Sound Event Detection Using 1D Convolutional Recurrent Neural NetworksHyungui Lim, Jeong-Soo Park 0001, Yoonchang Han. 80-84 [doi]
- DCASE2017 Challenge Setup: Tasks, Datasets and Baseline SystemAnnamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah 0001, Emmanuel Vincent 0001, Bhiksha Raj, Tuomas Virtanen. 85-92 [doi]
- Generative Adversarial Network Based Acoustic Scene Training Set Augmentation and Selection Using SVM Hyper-PlaneSeongkyu Mun, Sangwook Park, David K. Han, Hanseok Ko. 93-102 [doi]
- Acoustic Scene Classification Based on Convolutional Neural Network Using Double Image FeaturesSangwook Park, Seongkyu Mun, Younglo Lee, Hanseok Ko. 98-102 [doi]
- The Details That Matter: Frequency Resolution of Spectrograms in Acoustic Scene ClassificationKarol J. Piczak. 103-107 [doi]
- Wavelets Revisited for the Classification of Acoustic ScenesKun Qian 0003, Zhao Ren, Vedhas Pandit, Zijiang Yang, Zixing Zhang 0001, Björn W. Schuller. 108-112 [doi]
- Deep Sequential Image Features on Acoustic Scene ClassificationZhao Ren, Vedhas Pandit, Kun Qian 0003, Zijiang Yang, Zixing Zhang 0001, Björn W. Schuller. 113-117 [doi]
- Multi-Temporal Resolution Convolutional Neural Networks for Acoustic Scene ClassificationAlexander Schindler, Thomas Lidy, Andreas Rauber. 118-122 [doi]
- Acoustic Scene Classification: From a Hybrid Classifier to Deep LearningAnastasios Vafeiadis, Dimitrios Kalatzis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen 0001, Raouf Hamzaoui. 123-127 [doi]
- Audio Events Detection and classification using extended R-FCN ApproachWang Kaiwu, Liping Yang, Yang Bin. 128-132 [doi]
- Acoustic Scene Classification Using Deep Convolutional Neural Network and Multiple Spectrograms FusionWeiping Zheng, Yi Jiantao, Xiaotao Xing, Xiangtao Liu, Shao-Hu Peng. 133-137 [doi]
- Robust Sound Event Detection Through Noise Estimation and Source Separation Using NMFQing Zhou, Zuren Feng. 138-142 [doi]