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Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data

12 April 2018

Papers citing "Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data"

31 / 31 papers shown

Title
DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning Tom Dooney Harsh Narola Stefano Bromuri R. L. Curier C. Broeck Sarah Caudill D. Tan 141 0 0 30 Jan 2025
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
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 79 148 0 26 Apr 2018
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection Shao-Yen Tseng Juncheng Billy Li Yun Wang Joseph Szurley Florian Metze Samarjit Das 55 4 0 27 Dec 2017
A joint separation-classification model for sound event detection of weakly labelled data Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley 41 29 0 08 Nov 2017
Audio Set classification with attention model: A probabilistic perspective Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley BDL 59 104 0 02 Nov 2017
Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network Sharath Adavanne Tuomas Virtanen NoLa 43 54 0 09 Oct 2017
Large-scale weakly supervised audio classification using gated convolutional neural network Yong-mei Xu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 62 232 0 01 Oct 2017
Attention and Localization based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging Yong-mei Xu Qiuqiang Kong Qiang Huang Wenwu Wang Mark D. Plumbley 46 67 0 17 Mar 2017
Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging Yong-mei Xu Qiuqiang Kong Qiang Huang Wenwu Wang Mark D. Plumbley 68 102 0 24 Feb 2017
A Joint Detection-Classification Model for Audio Tagging of Weakly Labelled Data Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley VLM 55 47 0 06 Oct 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
YouTube-8M: A Large-Scale Video Classification Benchmark Sami Abu-El-Haija Nisarg Kothari Joonseok Lee Apostol Natsev G. Toderici Balakrishnan Varadarajan Sudheendra Vijayanarasimhan VLM 151 1,270 0 27 Sep 2016
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging Yong-mei Xu Qiang Huang Wenwu Wang Peter Foster Siddharth Sigtia Philip J. B. Jackson Mark D. Plumbley 49 79 0 13 Jul 2016
Automatic tagging using deep convolutional neural networks Keunwoo Choi Gyorgy Fazekas Mark Sandler 150 329 0 01 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
Audio Event Detection using Weakly Labeled Data Anurag Kumar Bhiksha Raj 56 173 0 09 May 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
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 52 747 0 19 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,326 0 14 Dec 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 91 613 0 11 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Salient Object Detection: A Benchmark Ali Borji Ming-Ming Cheng Huaizu Jiang Jia Li 101 1,729 0 05 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
A Discriminative CNN Video Representation for Event Detection Zhongwen Xu Yi Yang Alexander G. Hauptmann 103 450 0 14 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 312 7,308 0 20 Dec 2013
Network In Network Min Lin Qiang Chen Shuicheng Yan 291 6,279 0 16 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,893 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,193 0 11 Nov 2013