Resources

A collection of resources used in the development process of this project, or that are just interesting and related. This is for those who want to learn more or dive deeper into audio programming.

AI and new technologies
Project Name Magenta Project Site https://magenta.tensorflow.org/ Project Description Magenta is a machine learning framework for creative uses. It is largely centered around music, but also has some visual use cases.
Project Name Audio Data Analysis Using Deep Lerning with Python Project Site https://www.kdnuggets.com/2020/02/audio-data-analysis-deep-learning-python-part-1.html Project Description This is a two part tutorial that walks through some key concepts of audio analysis and generation in Python.
Project Name Machine Learning for audio: Urban Sound Identification Project Site https://www.youtube.com/watch?v=SFBfzr0wZIc Project Description Sound, python, and AI tutorial using the Urban Sound dataset
Project Name Generative Adversarial Networks (GAN) using keras in python Project Site https://www.youtube.com/watch?v=Mng57Tj18pc Project Description Walk through tutorial from start to finish writing a GAN for the MNIST dataset.
Project Name Dadabots Project Site https://dadabots.com/ Project Description 24/7 stream of computer generated music.
Project Name Wavenet Project Site https://deepmind.com/blog/article/wavenet-generative-model-raw-audio Project Description Presentation and description of Wavenet, a paper proposing a solution for AI audio data generation.
Project Name Hands-On Music Generation with Magenta Project Site https://www.packtpub.com/product/hands-on-music-generation-with-magenta/9781838824419 Project Description A book that does what it says, walks through some different models and use cases for Magenta. Relatively beginner friendly, and also walks through the setup of Magenta which can be difficult.
Project Name Jukebox Project Site https://openai.com/blog/jukebox/ Project Description A project that uses AI to generate entire songs.

Similar projects
Project Name SoundPipe Project Site https://github.com/PaulBatchelor/Soundpipe Project Description A similar concept with small nodes that each are in charge of a specific DSP-related task.
Project Name SuperCollider Project Site https://supercollider.github.io/ Project Description An audio coding platform for creative use. One of the older and more well-known audio coding environments.
Project Name Pure Data Project Site https://puredata.info/ Project Description A modular and visual programming environment for audio and more.
Project Name Ossia Project Site https://ossia.io/ Project Description A library for non-linear sequencing and music creation. Contains Ossia Score which is a user interface and sequencer built on the library.

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