From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends

7 April 2020

Papers citing "From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends"

29 / 29 papers shown

Title
The GigaMIDI Dataset with Features for Expressive Music Performance Detection Keon Ju M. Lee J. Ens Sara Adkins Pedro Sarmento M. Barthet Philippe Pasquier 78 1 0 24 Feb 2025
Learning to Traverse Latent Spaces for Musical Score Inpainting Ashis Pati Alexander Lerch Gaëtan Hadjeres 40 54 0 02 Jul 2019
Deep Music Analogy Via Latent Representation Disentanglement Ruihan Yang Dingsu Wang Ziyu Wang Tianyao Chen Junyan Jiang Gus Xia CoGe DRL 35 69 0 09 Jun 2019
Counterpoint by Convolution Cheng-Zhi Anna Huang Tim Cooijmans Adam Roberts Aaron Courville Douglas Eck BDL 39 149 0 18 Mar 2019
A Functional Taxonomy of Music Generation Systems Dorien Herremans C. Chuan E. Chew BDL MLAU 28 143 0 11 Dec 2018
Music Transformer Cheng-Zhi Anna Huang Ashish Vaswani Jakob Uszkoreit Noam M. Shazeer Ian Simon Curtis Hawthorne Andrew M. Dai Matthew D. Hoffman Monica Dinculescu Douglas Eck 132 478 0 12 Sep 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 48 476 0 13 Mar 2018
DeepJ: Style-Specific Music Generation H. H. Mao Taylor Shin G. Cottrell 37 92 0 03 Jan 2018
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 62 127 0 09 Dec 2017
Interactive Music Generation with Positional Constraints using Anticipation-RNNs Gaëtan Hadjeres Frank Nielsen 19 30 0 19 Sep 2017
GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures Gaëtan Hadjeres Frank Nielsen F. Pachet DRL 33 65 0 14 Jul 2017
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms Ahmed Elgammal Bingchen Liu Mohamed Elhoseiny Marian Mazzone GAN 30 464 0 21 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 278 129,831 0 12 Jun 2017
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation Li-Chia Yang Szu-Yu Chou Yi-Hsuan Yang GAN MGen 55 461 0 31 Mar 2017
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 57 597 0 22 Dec 2016
Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints Stefan Lattner M. Grachten Gerhard Widmer 29 66 0 14 Dec 2016
DeepBach: a Steerable Model for Bach Chorales Generation Gaëtan Hadjeres F. Pachet Frank Nielsen 60 435 0 03 Dec 2016
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 83 516 0 29 Nov 2016
Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control Natasha Jaques S. Gu Dzmitry Bahdanau José Miguel Hernández-Lobato Richard Turner Douglas Eck 50 171 0 09 Nov 2016
The Machine Learning Algorithm as Creative Musical Tool R. Fiebrink Baptiste Caramiaux 61 73 0 01 Nov 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 227 7,361 0 12 Sep 2016
Music transcription modelling and composition using deep learning Bob L. T. Sturm J. F. Santos Oded Ben-Tal I. Korshunova 22 172 0 29 Apr 2016
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 27 2,847 0 26 Aug 2015
Generative Adversarial Networks Ian Goodfellow Jean Pouget-Abadie M. Berk Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio GAN 112 2,191 0 10 Jun 2014
A Clockwork RNN Jan Koutník Klaus Greff Faustino J. Gomez Jürgen Schmidhuber 32 498 0 14 Feb 2014
AI Methods in Algorithmic Composition: A Comprehensive Survey Jose D. Fernández F. Vico 28 328 0 04 Feb 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 315 16,972 0 20 Dec 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 75 4,025 0 04 Aug 2013
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription Nicolas Boulanger-Lewandowski Yoshua Bengio Pascal Vincent 62 700 0 27 Jun 2012