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FSD50K: An Open Dataset of Human-Labeled Sound Events

1 October 2020

Xavier Serra

Papers citing "FSD50K: An Open Dataset of Human-Labeled Sound Events"

28 / 78 papers shown

Title
Learning Sound Event Classifiers from Web Audio with Noisy Labels Eduardo Fonseca Manoj Plakal D. Ellis F. Font Xavier Favory Xavier Serra NoLa 62 111 0 04 Jan 2019
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies Xavier Favory Eduardo Fonseca F. Font Xavier Serra 33 7 0 21 Nov 2018
Unsupervised adversarial domain adaptation for acoustic scene classification Shayan Gharib Konstantinos Drossos Emre Çakir Dmitriy Serdyuk Tuomas Virtanen 38 44 0 17 Aug 2018
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline Eduardo Fonseca Manoj Plakal F. Font D. Ellis Xavier Favory Jordi Pons Xavier Serra 88 148 0 26 Jul 2018
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 35 380 0 25 Jul 2018
Data-Efficient Weakly Supervised Learning for Low-Resource Audio Event Detection Using Deep Learning Veronica Morfi D. Stowell 49 15 0 17 Jul 2018
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification Eduardo Fonseca Rong Gong Xavier Serra 38 12 0 19 Jun 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 79 148 0 26 Apr 2018
A Closer Look at Weak Label Learning for Audio Events Ankit Parag Shah Anurag Kumar Alexander G. Hauptmann Bhiksha Raj 72 65 0 24 Apr 2018
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN J. Gao Zijian Guo Zerui Li Ram Nevatia VLM 107 20 0 21 Nov 2017
Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results G. Lafay Emmanouil Benetos Mathieu Lagrange 44 21 0 15 Nov 2017
Unsupervised Learning of Semantic Audio Representations A. Jansen Manoj Plakal R. Pandya D. Ellis Shawn Hershey Jiayang Liu R. C. Moore Rif A. Saurous SSL 88 131 0 06 Nov 2017
Large-Scale Domain Adaptation via Teacher-Student Learning Jinyu Li M. Seltzer Xi Wang Rui Zhao Jiawei Liu 142 141 0 17 Aug 2017
WebVision Database: Visual Learning and Understanding from Web Data Wen Li Limin Wang Wei Li E. Agustsson Luc Van Gool VLM 79 440 0 09 Aug 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 191 2,401 0 10 Jul 2017
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection Emre Çakir Giambattista Parascandolo Toni Heittola H. Huttunen Tuomas Virtanen ObjD 45 546 0 21 Feb 2017
Audio Event and Scene Recognition: A Unified Approach using Strongly and Weakly Labeled Data Anurag Kumar Bhiksha Raj SSL 34 41 0 12 Nov 2016
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 123 2,506 0 29 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,813 0 25 Aug 2016
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification Justin Salamon J. P. Bello 70 1,304 0 15 Aug 2016
Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings Giambattista Parascandolo H. Huttunen Tuomas Virtanen 49 319 0 04 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,547 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
An open dataset for research on audio field recording archives: freefield1010 D. Stowell Mark D. Plumbley 42 63 0 20 Sep 2013