Applications and Advances of Artificial Intelligence in Music Generation:A Review

3 September 2024

Papers citing "Applications and Advances of Artificial Intelligence in Music Generation:A Review"

22 / 22 papers shown

Title
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models Ziyu Wang Lejun Min Gus Xia DiffM 42 10 0 16 May 2024
MuseCoco: Generating Symbolic Music from Text Peiling Lu Xin Xu C. Kang Botao Yu Chengyi Xing Xuejiao Tan Jiang Bian 76 42 0 31 May 2023
A Review of Intelligent Music Generation Systems Lei Wang Ziyi Zhao Han Liu Junwei Pang Yi-qiang Qin Qidi Wu MGen 47 35 0 16 Nov 2022
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling Yusong Wu Ethan Manilow Yi Deng Rigel Swavely Kyle Kastner Tim Cooijmans Aaron Courville Cheng-Zhi Anna Huang Jesse Engel 61 45 0 17 Dec 2021
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music Qiuqiang Kong Bochen Li Jitong Chen Yuxuan Wang 366 80 0 11 Oct 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 152 1,457 0 21 Sep 2020
HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis Jiawei Chen Xu Tan Jian Luan Tao Qin Tie-Yan Liu VLM 78 93 0 03 Sep 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 113 746 0 30 Apr 2020
Common Voice: A Massively-Multilingual Speech Corpus Rosana Ardila Megan Branson Kelly Davis Michael Henretty M. Kohler Josh Meyer Reuben Morais Lindsay Saunders Francis M. Tyers Gregor Weber VLM 91 1,595 0 13 Dec 2019
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow Gordon Wichern Prem Seetharaman Jonathan Le Roux 65 126 0 18 Sep 2019
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training Chris Donahue H. H. Mao Yiting Li G. Cottrell Julian McAuley 80 118 0 10 Jul 2019
Learning to Groove with Inverse Sequence Transformations Jon Gillick Adam Roberts Jesse Engel Douglas Eck David Bamman SLR BDL 41 81 0 14 May 2019
A Functional Taxonomy of Music Generation Systems Dorien Herremans C. Chuan E. Chew BDL MLAU 44 146 0 11 Dec 2018
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset Curtis Hawthorne Andriy Stasyuk Adam Roberts Ian Simon Cheng-Zhi Anna Huang Sander Dieleman Erich Elsen Jesse Engel Douglas Eck 404 451 0 29 Oct 2018
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer Gino Brunner Andres Konrad Yuyi Wang Roger Wattenhofer 62 133 0 20 Sep 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 135 612 0 12 Feb 2018
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment Hao-Wen Dong Wen-Yi Hsiao Li-Chia Yang Yi-Hsuan Yang MGen GAN 123 545 0 19 Sep 2017
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation Li-Chia Yang Szu-Yu Chou Yi-Hsuan Yang GAN MGen 138 462 0 31 Mar 2017
FMA: A Dataset For Music Analysis M. Defferrard Kirell Benzi P. Vandergheynst Xavier Bresson 108 440 0 06 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 7,391 0 12 Sep 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 253 14,008 0 19 Nov 2015
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription Nicolas Boulanger-Lewandowski Yoshua Bengio Pascal Vincent 173 703 0 27 Jun 2012