Deep Learning Techniques for Music Generation - Companion Mini Web Site - Related Resources

Deep Learning Techniques for Music Generation - Companion Mini Web Site - Related Resources

We list some various types of resources such as blogs, architectures descriptions, live demonstrations, courses, projects and resources collections.
For papers, please look at the bibliography/references within the book (or the arXiv version), although this is not a complete list.

IMPORTANT: I did this page in 2019. And obviously, although many basic info/papers remain pertinent, some may have disappear and there are many new infos and achievements since then !
You may also have a look at Additions to the book.

Resources Collections

Deep Learning meets Music (DL4M), Yann Bayle, 2019.
Deep Learning meets Music, Gogul Ilango, 30/09/2018.

Blogs and News

OpenAI's MuseNet generates AI music at the push of a button, Jon Porter, The Verge, 26/04/2019.
This Never-Ending Livestream of AI-Generated Death Metal Is Giving Us Serious Anxiety, David Nield, ScienceAlert, 24/04/2019.
Musical Artificial Intelligence - 6 Applications of AI for Audio, Kumba Sennaar, EMERJ, 9/02/2019.
Generating Classical Music with Neural Networks (Interview of Christine McLeavey Payne about Clara System), Charlie Harrington, FloydHub, 28/11/2018.
Neural networks for music: a journey through its history Jordi Pons, 31/08/2018.
AI's Growing Role in Musical Composition, Miaozhen Zhang, Synced, 9/09/2018.
Analyzing Six Deep Learning Tools For Music Generation, Frank Brinkkemper, The Asimov Institute, 5/10/2016.

Projects

Magenta, Google
- Make Music and Art Using Machine Learning
Sony CSL Music Project, Sony

Architectures

MuseNet, Christine Payne, OpenAI, 25/04/2019.
Generating music with Python and Neural Networks using Magenta for TensorFlow, Sam Agnew, 18/12/2018.
Music Generation Using Deep Learning (A deep learning Case Study), Gaurav Sharma, 17/10/2018.
Music Generation using Deep Learning, jonathanhans31, 14/09/2018.
Clara: A Neural Net Music Generator, Christine McLeavey Payne, 29/08/2018.
Composing Jazz Music with Deep Learning, Shubham Gupta, HackerEarth, 29/05/2018.
MuseGAN, Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang and Yi-Hsuan Yang, Music and AI Lab, Academia Sinica, 2018.
Using Keras & Theano for deep learning driven jazz generation, Ji-Sung Kim.
folkRNN - generate a folk tune with a recurrent neural network, Bob L. Sturm, 2017.
Music Generation with Azure Machine Learning, Erika Menezes, Microsoft, 6/12/2017.
- Deep Learning for Music Generation - The Code, 8/02/2018.
- Deep Learning for Music Generation - The Code (Followup), 20/02/2018.
- The Code Behind Deep Learning For Music Generation, Interview by Frank La Vigne, Frank's World, 20/02/2018.
Deep Symphony, Shaofan Lai, 11/2017.
Deep Learning Music Generation Project, FeedForward, 2018.
Hands-On AI Part 22: Deep Learning for Music Generation 1 - Choosing a Model and Data Preprocessing, Intel® AI Developer Program Documentation, 29/10/2017.
Deep learning for assisting the process of music composition, Bob L. Sturm.
- part 1, 11/08/2015.
- part 2 12/08/2015.

Live Presentations

Music Generation using Deep-Learning, Applied AI Course, 11/09/2018.
Generating Songs With Neural Networks (Neural Composer), CodeParade, 24/07/2018.

Jean-Pierre.Briot, 27/01/2025; 10/08/2019.