DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs

3 August 2021

Papers citing "DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs"

45 / 45 papers shown

Title
Signal Representations for Synthesizing Audio Textures with Generative Adversarial Networks Chitralekha Gupta Purnima Kamath L. Wyse 35 9 0 12 Mar 2021
Self-Supervised VQ-VAE for One-Shot Music Style Transfer Ondřej Cífka A. Ozerov Umut Simsekli G. Richard 50 27 0 10 Feb 2021
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Jungil Kong Jaehyeon Kim Jaekyoung Bae 160 1,918 0 12 Oct 2020
DrumGAN: Synthesis of Drum Sounds With Timbral Feature Conditioning Using Generative Adversarial Networks J. Nistal Stefan Lattner G. Richard GAN 42 55 0 27 Aug 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement William S. Peebles John Peebles Jun-Yan Zhu Alexei A. Efros Antonio Torralba 56 114 0 24 Aug 2020
Comparing Representations for Audio Synthesis Using Generative Adversarial Networks J. Nistal Stefan Lattner G. Richard GAN 27 24 0 16 Jun 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 98 731 0 30 Apr 2020
Multi-Representation Knowledge Distillation For Audio Classification Liang Gao Kele Xu Huaimin Wang Yuxing Peng 86 25 0 22 Feb 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 262 10,591 0 17 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 119 417 0 10 Feb 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 138 1,068 0 21 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 258 5,769 0 03 Dec 2019
Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram Ryuichi Yamamoto Eunwoo Song Jae-Min Kim 52 817 0 25 Oct 2019
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis Kundan Kumar Rithesh Kumar T. Boissière L. Gestin Wei Zhen Teoh Jose M. R. Sotelo A. D. Brébisson Yoshua Bengio Aaron Courville GAN 116 945 0 08 Oct 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 269 240 0 25 Sep 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 115 1,119 0 25 Jul 2019
Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds Cyran Aouameur P. Esling Gaëtan Hadjeres 38 21 0 04 Jul 2019
Universal audio synthesizer control with normalizing flows P. Esling Naotake Masuda Adrien Bardet R. Despres Axel Chemla-Romeu-Santos 35 45 0 01 Jul 2019
MelNet: A Generative Model for Audio in the Frequency Domain Sean Vasquez M. Lewis DiffM 48 131 0 04 Jun 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 134 2,679 0 18 Mar 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 76 388 0 23 Feb 2019
Fréchet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms Kevin Kilgour Mauricio Zuluaga Dominik Roblek Matthew Sharifi 64 189 0 20 Dec 2018
TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer Sicong Huang Qiyang Li Cem Anil Xuchan Bao Sageev Oore Roger C. Grosse 69 97 0 22 Nov 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 235 5,363 0 28 Sep 2018
Text-to-image Synthesis via Symmetrical Distillation Networks Mingkuan Yuan Yuxin Peng DiffM 43 37 0 21 Aug 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
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation Ehsan Hosseini-Asl Yingbo Zhou Caiming Xiong R. Socher 30 54 0 27 Mar 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 130 609 0 12 Feb 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 99 1,478 0 04 Jan 2018
Parallel-Data-Free Voice Conversion Using Cycle-Consistent Adversarial Networks Takuhiro Kaneko Hirokazu Kameoka 61 202 0 30 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 109 7,318 0 27 Oct 2017
Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks Yuki Saito Shinnosuke Takamichi Hiroshi Saruwatari 59 199 0 23 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 201 8,807 0 25 Aug 2017
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders Jesse Engel Cinjon Resnick Adam Roberts Sander Dieleman Douglas Eck Karen Simonyan Mohammad Norouzi 104 620 0 05 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 155 9,509 0 31 Mar 2017
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 112 1,377 0 12 Dec 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 391 3,204 0 30 Oct 2016
SoundNet: Learning Sound Representations from Unlabeled Video Y. Aytar Carl Vondrick Antonio Torralba SSL 101 1,040 0 27 Oct 2016
Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data Nicolas Papernot Martín Abadi Ulfar Erlingsson Ian Goodfellow Kunal Talwar 66 1,012 0 18 Oct 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 331 7,361 0 12 Sep 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 437 8,999 0 10 Jun 2016
Recurrent Neural Network Training with Dark Knowledge Transfer Zhiyuan Tang Dong Wang Zhiyong Zhang 47 109 0 18 May 2015
Transferring Knowledge from a RNN to a DNN William Chan Nan Rosemary Ke Ian Lane 43 75 0 07 Apr 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 286 19,523 0 09 Mar 2015
Do Deep Nets Really Need to be Deep? Lei Jimmy Ba R. Caruana 158 2,114 0 21 Dec 2013