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A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset

3 August 2021

Papers citing "A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset"

23 / 23 papers shown

Title
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters Pritish Chandna António Ramires Xavier Serra Emilia Gómez 55 4 0 21 May 2021
MP3net: coherent, minute-long music generation from raw audio with a simple convolutional GAN Korneel van den Broek MGen 66 7 0 12 Jan 2021
Can GAN originate new electronic dance music genres? -- Generating novel rhythm patterns using GAN with Genre Ambiguity Loss N. Tokui MGen GAN 42 10 0 25 Nov 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 161 1,468 0 21 Sep 2020
DrumGAN: Synthesis of Drum Sounds With Timbral Feature Conditioning Using Generative Adversarial Networks J. Nistal Stefan Lattner G. Richard GAN 66 56 0 27 Aug 2020
PopMAG: Pop Music Accompaniment Generation Yi Ren Jinzheng He Xu Tan Tao Qin Zhou Zhao Tie-Yan Liu 86 117 0 18 Aug 2020
DeepDrummer : Generating Drum Loops using Deep Learning and a Human in the Loop Guillaume Alain Maxime Chevalier-Boisvert Frédéric Osterrath Remi Piche-Taillefer HAI 50 6 0 10 Aug 2020
Evaluation of CNN-based Automatic Music Tagging Models Minz Won Andrés Ferraro Dmitry Bogdanov Xavier Serra VLM 363 101 0 01 Jun 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 128 756 0 30 Apr 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 321 5,829 0 03 Dec 2019
High-Level Control of Drum Track Generation Using Learned Patterns of Rhythmic Interaction Stefan Lattner M. Grachten 56 34 0 02 Aug 2019
MelNet: A Generative Model for Audio in the Frequency Domain Sean Vasquez M. Lewis DiffM 71 131 0 04 Jun 2019
Learning to Groove with Inverse Sequence Transformations Jon Gillick Adam Roberts Jesse Engel Douglas Eck David Bamman SLR BDL 53 81 0 14 May 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 103 392 0 23 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 617 10,590 0 12 Dec 2018
Generating Albums with SampleRNN to Imitate Metal, Rock, and Punk Bands CJ Carr Zack Zukowski MGen 25 20 0 16 Nov 2018
WaveGlow: A Flow-based Generative Network for Speech Synthesis R. Prenger Rafael Valle Bryan Catanzaro 155 1,036 0 31 Oct 2018
On GANs and GMMs Eitan Richardson Yair Weiss GAN 179 152 0 31 May 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 147 614 0 12 Feb 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 84 1,468 0 13 Jan 2018
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 111 599 0 22 Dec 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 406 7,421 0 12 Sep 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 486 9,073 0 10 Jun 2016