Multi-Representation Knowledge Distillation For Audio Classification

22 February 2020

Kele Xu

Papers citing "Multi-Representation Knowledge Distillation For Audio Classification"

26 / 26 papers shown

Title
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification Qi. Wang Xiang He Xuelong Li 102 198 0 07 May 2019
Weakly supervised CRNN system for sound event detection with large-scale unlabeled in-domain data Dezhi Wang Lilun Zhang C. Bao Kele Xu Boqing Zhu Qiuqiang Kong 18 6 0 01 Nov 2018
General audio tagging with ensembling convolutional neural network and statistical features Kele Xu Boqing Zhu Qiuqiang Kong Haibo Mi Bo Ding Dezhi Wang Huaimin Wang 26 30 0 30 Oct 2018
Sample Mixed-Based Data Augmentation for Domestic Audio Tagging Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang Qiuqiang Kong 248 38 0 12 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 43 147 0 26 Jul 2018
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 25 378 0 25 Jul 2018
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 262 475 0 12 Jun 2018
Sample Dropout for Audio Scene Classification Using Multi-Scale Dense Connected Convolutional Neural Network Dawei Feng Kele Xu Haibo Mi Feifan Liao Yan Zhou 23 8 0 12 Jun 2018
Environmental Sound Classification Based on Multi-temporal Resolution Convolutional Neural Network Combining with Multi-level Features Boqing Zhu Kele Xu Dezhi Wang Lilun Zhang Bo Li Yuxing Peng 23 14 0 24 May 2018
Mixup-Based Acoustic Scene Classification Using Multi-Channel Convolutional Neural Network Kele Xu Dawei Feng Haibo Mi Boqing Zhu Dezhi Wang Lilun Zhang Hengxing Cai S. Liu 28 92 0 18 May 2018
Large scale distributed neural network training through online distillation Rohan Anil Gabriel Pereyra Alexandre Passos Róbert Ormándi George E. Dahl Geoffrey E. Hinton FedML 314 405 0 09 Apr 2018
Paraphrasing Complex Network: Network Compression via Factor Transfer Jangho Kim Seonguk Park Nojun Kwak 51 545 0 14 Feb 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 236 9,687 0 25 Oct 2017
Large-scale weakly supervised audio classification using gated convolutional neural network Yong-mei Xu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 49 232 0 01 Oct 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 113 1,645 0 01 Jun 2017
Cooperative Learning with Visual Attributes Tanmay Batra Devi Parikh 49 29 0 16 May 2017
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms Jongpil Lee Jiyoung Park Keunhyoung Luke Kim Juhan Nam 52 189 0 06 Mar 2017
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition Tom Sercu Vaibhava Goel VLM 51 55 0 28 Nov 2016
SoundNet: Learning Sound Representations from Unlabeled Video Y. Aytar Carl Vondrick Antonio Torralba SSL 80 1,040 0 27 Oct 2016
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 190 476 0 14 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 622 36,599 0 25 Aug 2016
Label Tree Embeddings for Acoustic Scene Classification Huy P Phan L. Hertel M. Maass P. Koch Alfred Mertins 16 33 0 25 Jun 2016
Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks Shizhao Sun Wei Chen Jiang Bian Xiaoguang Liu Tie-Yan Liu FedML 24 29 0 02 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 228 19,523 0 09 Mar 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 891 99,991 0 04 Sep 2014