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