Improving weakly supervised sound event detection with self-supervised
auxiliary tasks

Improving weakly supervised sound event detection with self-supervised auxiliary tasks

12 June 2021

Bhiksha Raj

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Papers citing "Improving weakly supervised sound event detection with self-supervised auxiliary tasks"

19 / 19 papers shown

Title
Sound Event Detection by Multitask Learning of Sound Events and Scenes with Soft Scene Labels Keisuke Imoto Noriyuki Tonami Yuma Koizumi Masahiro Yasuda Ryosuke Yamanishi Y. Yamashita 52 37 0 14 Feb 2020
Label-efficient audio classification through multitask learning and self-supervision Tyler Lee Ting Gong Suchismita Padhy Andrew Rouditchenko A. Ndirango SSL VLM 47 7 0 19 Oct 2019
Joint Analysis of Acoustic Events and Scenes Based on Multitask Learning Noriyuki Tonami Keisuke Imoto M. Niitsuma Ryosuke Yamanishi Y. Yamashita 31 13 0 27 Apr 2019
Towards joint sound scene and polyphonic sound event recognition Helen L. Bear I. Nolasco Emmanouil Benetos 31 30 0 23 Apr 2019
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
Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data Qiuqiang Kong Yong-mei Xu I. Sobieraj Wenwu Wang Mark D. Plumbley 46 115 0 12 Apr 2018
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
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,230 0 25 Jul 2017
Single Channel Audio Source Separation using Convolutional Denoising Autoencoders Emad M. Grais Mark D. Plumbley 163 108 0 23 Mar 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
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
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification Justin Salamon J. P. Bello 70 1,304 0 15 Aug 2016
Audio Event Detection using Weakly Labeled Data Anurag Kumar Bhiksha Raj 56 173 0 09 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Denoising without access to clean data using a partitioned autoencoder D. Stowell Richard Turner 26 16 0 20 Sep 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 1.6K 100,386 0 04 Sep 2014

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