Search results for "DCASE"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Annamaria Mesaros, Toni Heittola, Tuomas Virtanen	A multi-device dataset for urban acoustic scene classification.	DCASE	2018	DBLP BibTeX RDF
1	Shengyun Wei, Kele Xu, Dezhi Wang, Feifan Liao, Huaimin Wang, Qiuqiang Kong	Sample mixed-based data augmentation for domestic audio tagging.	DCASE	2018	DBLP BibTeX RDF
1	Kele Xu, Boqing Zhu, Dezhi Wang, Yuxing Peng 0001, Huaimin Wang, Lilun Zhang, Bo Li	Meta learning based audio tagging.	DCASE	2018	DBLP BibTeX RDF
1	Mario Lasseck	Acoustic bird detection with deep convolutional neural networks.	DCASE	2018	DBLP BibTeX RDF
1	Changsong Yu, Karim Said Barsim, Qiuqiang Kong, Bin Yang 0009	Multi-level attention model for weakly supervised audio classification.	DCASE	2018	DBLP BibTeX RDF
1	Qiuqiang Kong, Turab Iqbal, Yong Xu 0004, Wenwu Wang 0001, Mark D. Plumbley	DCASE 2018 Challenge Surrey cross-task convolutional neural network baseline.	DCASE	2018	DBLP BibTeX RDF
1	Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer	Iterative knowledge distillation in R-CNNs for weakly-labeled semi-supervised sound event detection.	DCASE	2018	DBLP BibTeX RDF
1	Robert Harb, Franz Pernkopf	Sound event detection using weakly labelled semi-supervised data with GCRNNs, VAT and self-adaptive label refinement.	DCASE	2018	DBLP BibTeX RDF
1	Hossein Zeinali, Lukás Burget, Jan Honza Cernocký	Convolutional neural networks and x-vector embedding for DCASE2018 Acoustic Scene Classification challenge.	DCASE	2018	DBLP BibTeX RDF
1	Zhicun Xu, Peter Smit, Mikko Kurimo	The Aalto system based on fine-tuned AudioSet features for DCASE2018 task2 - general purpose audio tagging.	DCASE	2018	DBLP BibTeX RDF
1	Léo Cances, Thomas Pellegrini, Patrice Guyot	Sound event detection from weak annotations: weighted-GRU versus multi-instance-learning.	DCASE	2018	DBLP BibTeX RDF
1	Wootaek Lim, Sangwon Suh, Youngho Jeong	Weakly labeled semi-supervised sound event detection using CRNN with inception module.	DCASE	2018	DBLP BibTeX RDF
1	Turab Iqbal, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang 0001	General-purpose audio tagging from noisy labels using convolutional neural networks.	DCASE	2018	DBLP BibTeX RDF
1	Jee-weon Jung, Hee-Soo Heo, Hye-jin Shim, Ha-Jin Yu	DNN based multi-level feature ensemble for acoustic scene classification.	DCASE	2018	DBLP BibTeX RDF
1	Il-Young Jeong, Hyungui Lim	Audio tagging system using densely connected convolutional networks.	DCASE	2018	DBLP BibTeX RDF
1	Marcel Lederle, Benjamin Wilhelm	Combining high-level features of raw audio waves and mel-spectrograms for audio tagging.	DCASE	2018	DBLP BibTeX RDF
1	Sidrah Liaqat, Narjes Bozorg, Neenu Jose, Patrick Conrey, Antony Tamasi, Michael T. Johnson	Domain tuning methods for bird audio detection.	DCASE	2018	DBLP BibTeX RDF
1	Shota Ikawa, Kunio Kashino	Acoustic event search with an onomatopoeic query: measuring distance between onomatopoeic words and sounds.	DCASE	2018	DBLP BibTeX RDF
1	Kevin Wilkinghoff	General-purpose audio tagging by ensembling convolutional neural networks based on multiple features.	DCASE	2018	DBLP BibTeX RDF
1	Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen 0003, Douglas L. Jones, Woon-Seng Gan	DCASE 2018 task 2: iterative training, label smoothing, and background noise normalization for audio event tagging.	DCASE	2018	DBLP BibTeX RDF
1	Zhao Ren, Qiuqiang Kong, Kun Qian 0003, Mark D. Plumbley, Björn W. Schuller	Attention-based convolutional neural networks for acoustic scene classification.	DCASE	2018	DBLP BibTeX RDF
1	Benjamin R. Hammond, Philip J. B. Jackson	Robust median-plane binaural sound source localization.	DCASE	2018	DBLP BibTeX RDF
1	Yuanbo Hou, Qiuqiang Kong, Jun Wang, Shengchen Li	Polyphonic audio tagging with sequentially labelled data using CRNN with learnable gated linear units.	DCASE	2018	DBLP BibTeX RDF
1	Bongjun Kim, Madhav Ghei, Bryan Pardo, Zhiyao Duan	Vocal Imitation Set: a dataset of vocally imitated sound events using the AudioSet ontology.	DCASE	2018	DBLP BibTeX RDF
1	Christian Roletscheck, Tobias Watzka, Andreas Seiderer, Dominik Schiller, Elisabeth André	Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification.	DCASE	2018	DBLP BibTeX RDF
1	Helen L. Bear, Emmanouil Benetos	An extensible cluster-graph taxonomy for open set sound scene analysis.	DCASE	2018	DBLP BibTeX RDF
1	Qingkai Wei, Yanfang Liu, Xiaohui Ruan	A report on audio tagging with deeper CNN, 1D-ConvNet and 2D-ConvNet.	DCASE	2018	DBLP BibTeX RDF
1	Brian Margolis, Madhav Ghei, Bryan Pardo	Applying triplet loss to siamese-style networks for audio similarity ranking.	DCASE	2018	DBLP BibTeX RDF
1	Ivan Himawan, Michael Towsey, Paul Roe	3D convolutional recurrent neural networks for bird sound detection.	DCASE	2018	DBLP BibTeX RDF
1	Félix Gontier, Pierre Aumond, Mathieu Lagrange, Catherine Lavandier, Jean-François Petiot	Towards perceptual soundscape characterization using event detection algorithms.	DCASE	2018	DBLP BibTeX RDF
1	Yunpeng Li, Ivan Kiskin, Marianne Sinka, Davide Zilli, Henry Chan, Eva Herreros-Moya, Theeraphap Chareonviriyaphap, Rungarun Tisgratog, Kathy Willis, Stephen J. Roberts	Fast mosquito acoustic detection with field cup recordings: an initial investigation.	DCASE	2018	DBLP BibTeX RDF
1	Mark D. Plumbley, Christian Kroos, Juan Pablo Bello, Gaël Richard, Daniel P. W. Ellis, Annamaria Mesaros (eds.)	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2018, Surrey, UK, November 19-20, 2018	DCASE	2018	DBLP BibTeX RDF
1	Tomasz Maka	Audio feature space analysis for acoustic scene classification.	DCASE	2018	DBLP BibTeX RDF
1	Veronica Morfi, Dan Stowell	Data-efficient weakly supervised learning for low-resource audio event detection using deep learning.	DCASE	2018	DBLP BibTeX RDF
1	Octave Mariotti, Matthieu Cord, Olivier Schwander	Exploring deep vision models for acoustic scene classification.	DCASE	2018	DBLP BibTeX RDF
1	Inês Nolasco, Emmanouil Benetos	To bee or not to bee: Investigating machine learning approaches for beehive sound recognition.	DCASE	2018	DBLP BibTeX RDF
1	Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra	General-purpose tagging of Freesound audio with AudioSet labels: task description, dataset, and baseline.	DCASE	2018	DBLP BibTeX RDF
1	Matthias Dorfer, Gerhard Widmer	Training general-purpose audio tagging networks with noisy labels and iterative self-verification.	DCASE	2018	DBLP BibTeX RDF
1	Shayan Gharib, Konstantinos Drossos, Emre Cakir, Dmitriy Serdyuk, Tuomas Virtanen	Unsupervised adversarial domain adaptation for acoustic scene classification.	DCASE	2018	DBLP BibTeX RDF
1	Liping Yang 0001, Xinxing Chen, Lianjie Tao	Acoustic scene classification using multi-scale features.	DCASE	2018	DBLP BibTeX RDF
1	Yingmei Guo, Mingxing Xu, Jianming Wu, Yanan Wang 0002, Keiichiro Hoashi	Multi-scale convolutional recurrent neural network with ensemble method for weakly labeled sound event detection.	DCASE	2018	DBLP BibTeX RDF
1	Truc Nguyen, Franz Pernkopf	Acoustic scene classification using a convolutional neural network ensemble and nearest neighbor filters.	DCASE	2018	DBLP BibTeX RDF
1	Bogdan Pantic	Ensemble of convolutional neural networks for general-purpose audio tagging.	DCASE	2018	DBLP BibTeX RDF
1	Marc C. Green, Damian T. Murphy	Acoustic Scene Classification Using Spatial Features.	DCASE	2017	DBLP BibTeX RDF
1	Kun Qian 0003, Zhao Ren, Vedhas Pandit, Zijiang Yang 0007, Zixing Zhang 0001, Björn W. Schuller	Wavelets Revisited for the Classification of Acoustic Scenes.	DCASE	2017	DBLP BibTeX RDF
1	Donmoon Lee, Subin Lee, Yoonchang Han, Kyogu Lee	Ensemble of Convolutional Neural Networks for Weakly-supervised Sound Event Detection Using Multiple Scale Input.	DCASE	2017	DBLP BibTeX RDF
1	Il-Young Jeong, Subin Lee, Yoonchang Han, Kyogu Lee	Audio Event Detection Using Multiple-Input Convolutional Neural Network.	DCASE	2017	DBLP BibTeX RDF
1	Qing Zhou, Zuren Feng	Robust Sound Event Detection Through Noise Estimation and Source Separation Using NMF.	DCASE	2017	DBLP BibTeX RDF
1	Jongpil Lee, Jiyoung Park, Sangeun Kum, Youngho Jeong, Juhan Nam	Combining Multi-Scale Features Using Sample-Level Deep Convolutional Neural Networks for Weakly Supervised Sound Event Detection.	DCASE	2017	DBLP BibTeX RDF
1	Jakob Abeßer, Stylianos Ioannis Mimilakis, Robert Gräfe, Hanna M. Lukashevich	Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks.	DCASE	2017	DBLP BibTeX RDF
1	Hyungui Lim, Jeong-Soo Park 0001, Yoonchang Han	Rare Sound Event Detection Using 1D Convolutional Recurrent Neural Networks.	DCASE	2017	DBLP BibTeX RDF
1	Weiping Zheng, Yi Jiantao, Xiaotao Xing, Xiangtao Liu, Shao-Hu Peng	Acoustic Scene Classification Using Deep Convolutional Neural Network and Multiple Spectrograms Fusion.	DCASE	2017	DBLP BibTeX RDF
1	Shahin Amiriparian, Michael Freitag 0003, Nicholas Cummins, Björn W. Schuller	Sequence to Sequence Autoencoders for Unsupervised Representation Learning from Audio.	DCASE	2017	DBLP BibTeX RDF
1	Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj	DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features.	DCASE	2017	DBLP BibTeX RDF
1	Eduardo Fonseca, Rong Gong, Dmitry Bogdanov, Olga Slizovskaia, Emilia Gómez, Xavier Serra	Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks.	DCASE	2017	DBLP BibTeX RDF
1	Anastasios Vafeiadis, Dimitrios Kalatzis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen 0001, Raouf Hamzaoui	Acoustic Scene Classification: From a Hybrid Classifier to Deep Learning.	DCASE	2017	DBLP BibTeX RDF
1	Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard	Nonnegative Feature Learning Methods for Acoustic Scene Classification.	DCASE	2017	DBLP BibTeX RDF
1	Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Emmanuel Vincent 0001, Emmanouil Benetos, Benjamin Elizalde (eds.)	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2017, Munich, Germany, November 16-17, 2017	DCASE	2017	DBLP BibTeX RDF
1	Karol J. Piczak	The Details That Matter: Frequency Resolution of Spectrograms in Acoustic Scene Classification.	DCASE	2017	DBLP BibTeX RDF
1	Wang Kaiwu, Liping Yang, Yang Bin	Audio Events Detection and classification using extended R-FCN Approach.	DCASE	2017	DBLP BibTeX RDF
1	Gert Dekkers, Steven Lauwereins, Bart Thoen, Mulu Weldegebreal Adhana, Henk Brouckxon, Bertold Van den Bergh, Toon van Waterschoot, Bart Vanrumste, Marian Verhelst, Peter Karsmakers	The SINS Database for Detection of Daily Activities in a Home Environment Using an Acoustic Sensor Network.	DCASE	2017	DBLP BibTeX RDF
1	Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah 0001, Emmanuel Vincent 0001, Bhiksha Raj, Tuomas Virtanen	DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System.	DCASE	2017	DBLP BibTeX RDF
1	Emre Cakir, Tuomas Virtanen	Convolutional Recurrent Neural Networks for Rare Sound Event Detection.	DCASE	2017	DBLP BibTeX RDF
1	Sangwook Park, Seongkyu Mun, Younglo Lee, Hanseok Ko	Acoustic Scene Classification Based on Convolutional Neural Network Using Double Image Features.	DCASE	2017	DBLP BibTeX RDF
1	Zhao Ren, Vedhas Pandit, Kun Qian 0003, Zijiang Yang 0007, Zixing Zhang 0001, Björn W. Schuller	Deep Sequential Image Features on Acoustic Scene Classification.	DCASE	2017	DBLP BibTeX RDF
1	Jee-Weon Jung, Hee-Soo Heo, Il-Ho Yang, Sung-Hyun Yoon, Hye-Jin Shim, Ha-Jin Yu	DNN-Based Audio Scene Classification for DCASE2017: Dual Input Features, Balancing Cost, and Stochastic Data Duplication.	DCASE	2017	DBLP BibTeX RDF
1	Seongkyu Mun, Sangwook Park, David K. Han, Hanseok Ko	Generative Adversarial Network Based Acoustic Scene Training Set Augmentation and Selection Using SVM Hyper-Plane.	DCASE	2017	DBLP BibTeX RDF
1	Sharath Adavanne, Tuomas Virtanen	Sound Event Detection Using Weakly Labeled Dataset with Stacked Convolutional and Recurrent Neural Network.	DCASE	2017	DBLP BibTeX RDF
1	Christian Kroos, Mark D. Plumbley	Neuroevolution for Sound Event Detection in Real Life Audio: A Pilot Study.	DCASE	2017	DBLP BibTeX RDF
1	Alexander Schindler, Thomas Lidy, Andreas Rauber	Multi-Temporal Resolution Convolutional Neural Networks for Acoustic Scene Classification.	DCASE	2017	DBLP BibTeX RDF
1	Yoonchang Han, Jeongsoo Park 0001	Convolutional Neural Networks with Binaural Representations and Background Subtraction for Acoustic Scene Classification.	DCASE	2017	DBLP BibTeX RDF
1	Julian Kürby, Rene Grzeszick, Axel Plinge, Gernot A. Fink	Bag-of-Features Acoustic Event Detection for Sensor Networks.	DCASE	2016	DBLP BibTeX RDF
1	Tatsuya Komatsu, Takahiro Toizumi, Reishi Kondo, Yuzo Senda	Acoustic Event Detection Method Using Semi-Supervised Non-Negative Matrix Factorization with Mixtures of Local Dictionaries.	DCASE	2016	DBLP BibTeX RDF
1	Jean-Remy Gloaguen, Arnaud Can, Mathieu Lagrange, Jean-François Petiot	Estimating Traffic Noise Levels Using Acoustic Monitoring a Preliminary Study.	DCASE	2016	DBLP BibTeX RDF
1	Angelos Pillos, Khalid Alghamidi, Noura Alzamel, Veselin Pavlov, Swetha Machanavajhala	A Real-Time Environmental Sound Recognition System for the Android OS.	DCASE	2016	DBLP BibTeX RDF
1	In Kyu Choi, Kisoo Kwon, Soo Hyun Bae, Nam Soo Kim	DNN-Based Sound Event Detection with Exemplar-Based Approach for Noise Reduction.	DCASE	2016	DBLP BibTeX RDF
1	Soo Hyun Bae, In Kyu Choi, Nam Soo Kim	Acoustic Scene Classification Using Parallel Combination of LSTM and CNN.	DCASE	2016	DBLP BibTeX RDF
1	Yong Xu 0004, Qiang Huang 0007, Wenwu Wang 0001, Mark D. Plumbley	Hierarchical Learning for DNN-Based Acoustic Scene Classification.	DCASE	2016	DBLP BibTeX RDF
1	Yong Xu 0004, Qiang Huang 0007, Wenwu Wang 0001, Philip J. B. Jackson, Mark D. Plumbley	Fully DNN-Based Multi-Label Regression for Audio Tagging.	DCASE	2016	DBLP BibTeX RDF
1	Tomoki Hayashi, Shinji Watanabe 0001, Tomoki Toda, Takaaki Hori, Jonathan Le Roux, Kazuya Takeda	Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection.	DCASE	2016	DBLP BibTeX RDF
1	Thomas Lidy, Alexander Schindler	CQT-based Convolutional Neural Networks for Audio Scene Classification.	DCASE	2016	DBLP BibTeX RDF
1	Benjamin Elizalde, Anurag Kumar 0003, Ankit Shah 0001, Rohan Badlani, Emmanuel Vincent 0001, Bhiksha Raj, Ian R. Lane	Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording.	DCASE	2016	DBLP BibTeX RDF
1	Panagiotis Giannoulis, Gerasimos Potamianos, Petros Maragos, Athanasios Katsamanis	Improved Dictionary Selection and Detection Schemes in Sparse-CNMF-Based Overlapping Acoustic Event Detection.	DCASE	2016	DBLP BibTeX RDF
1	Jens Schröder, Jörn Anemüller, Stefan Goetze	Performance comparison of GMM, HMM and DNN based approaches for acoustic event detection within Task 3 of the DCASE 2016 challenge.	DCASE	2016	DBLP BibTeX RDF
1	Erik Marchi, Dario Tonelli, Xinzhou Xu, Fabien Ringeval, Jun Deng, Stefano Squartini, Björn W. Schuller	Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification.	DCASE	2016	DBLP BibTeX RDF
1	Matthias Zöhrer, Franz Pernkopf	Gated Recurrent Networks applied to Acoustic Scene Classification.	DCASE	2016	DBLP BibTeX RDF
1	Michele Valenti, Aleksandr Diment, Giambattista Parascandolo, Stefano Squartini, Tuomas Virtanen	DCASE 2016 Acoustic Scene Classification Using Convolutional Neural Networks.	DCASE	2016	DBLP BibTeX RDF
1	Gustavo Sena Mafra, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez	Acoustic Scene Classification: An evaluation of an extremely compact feature representation.	DCASE	2016	DBLP BibTeX RDF
1	Qiuqiang Kong, Iwona Sobieraj, Wenwu Wang 0001, Mark D. Plumbley	Deep Neural Network Baseline for DCASE Challenge 2016.	DCASE	2016	DBLP BibTeX RDF
1	Rafael Valle	ABROA: Audio-Based Room-Occupancy Analysis Using Gaussian Mixtures and Hidden Markov Models.	DCASE	2016	DBLP BibTeX RDF
1	Iwona Sobieraj, Mark D. Plumbley	Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection.	DCASE	2016	DBLP BibTeX RDF
1	Juana M. Gutiérrez-Arriola, Rubén Fraile, Alexander Camacho, Thibaut Durand, Jaime L. Jarrín, Shirley R. Mendoza	Synthetic Sound Event Detection based on MFCC.	DCASE	2016	DBLP BibTeX RDF
1	Niko Moritz, Jens Schröder, Stefan Goetze, Jörn Anemüller, Birger Kollmeier	Acoustic Scene Classification using Time-Delay Neural Networks and Amplitude Modulation Filter Bank Features.	DCASE	2016	DBLP BibTeX RDF
1	Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen	Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features.	DCASE	2016	DBLP BibTeX RDF
1	Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Mark D. Plumbley, Peter Foster, Emmanouil Benetos, Mathieu Lagrange (eds.)	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2016, Budapest, Hungary, September 3, 2016	DCASE	2016	DBLP BibTeX RDF

Publications at "DCASE"( http://dblp.L3S.de/Venues/DCASE )