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https://github.com/musikalkemist/generativemusicaicourse

Resources for the Generative Music AI Course on The Sound of AI YouTube channel.
https://github.com/musikalkemist/generativemusicaicourse

Last synced: 3 months ago
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Resources for the Generative Music AI Course on The Sound of AI YouTube channel.

Host: GitHub
URL: https://github.com/musikalkemist/generativemusicaicourse
Owner: musikalkemist
License: mit
Created: 2023-10-31T12:01:37.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-12-08T15:35:10.000Z (about 1 year ago)
Last Synced: 2024-11-08T13:38:39.287Z (3 months ago)
Language: Jupyter Notebook
Size: 28.3 MB
Stars: 148
Watchers: 13
Forks: 12
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

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project-awesome - musikalkemist/generativemusicaicourse - Resources for the Generative Music AI Course on The Sound of AI YouTube channel. (Jupyter Notebook)

README

        # Generative Music AI Course

## Repository content

This repository contains the resources for the Generative Music AI Course on 

[The Sound of AI YouTube 

channel](https://www.youtube.com/channel/UCZPFjMe1uRSirmSpznqvJfQ).

Content is organised per lecture. Each lecture has a dedicated folder with the 

following structure:

- Slides: PDF slides for the lecture (if available)

- Code: Code examples for the lecture (if available)

## Organisers

The course is produced by [The Sound of AI](https://thesoundofai.com/) in 

collaboration with the [Music Technology Group](https://www.upf.edu/web/mtg)

at Universitat Pompeu Fabra, 

Barcelona.

## Instructors

There are 3 main instructors for the course:

- [Valerio Velardo](https://thesoundofai.com/), founder of The Sound of AI

- [Iran Roman](https://steinhardt.nyu.edu/people/iran-r-roman), 

  post-doctoral researcher at the Music and Research Lab at NYU.

- [Xavier Serra](https://www.upf.edu/web/xavier-serra), director of the Music Technology Group at Universitat Pompeu Fabra, Barcelona.

## Video lectures

All the videos of the course are available in this [YouTube 

playlist](https://www.youtube.com/playlist?list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D) on The Sound of AI channel.

## The Sound of AI Slack community

Join [The Sound of AI Slack community](https://valeriovelardo.com/the-sound-of-ai-community/) to discuss the topics of the course. 

Use the 

#generative-music-ai-course channel.

## Generative Music AI Workshop in Barcelona (Dec 11 - 15, 2023)

After the video lectures end in the first week of December 2023, there'll 

be an in-person workshop. 

You can get more info about the event and 

register at this [website](https://www.upf.edu/web/mtg/generative-music-ai-workshop).

## Coding environement

The code examples in Part 2 of the course are written in Python 3.8.

## Installing dependencies

Create a Python virtual environment. 

Then, run the following code in the root directory:

*$ pip install -r requirements.txt* 

## Syllabus

### Part 1: Foundations

- [Course overview](https://www.youtube.com/watch?v=NpJWprrqlFw&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=2)

- [What's generative music?](https://www.youtube.com/watch?v=9QNG56fc_l8&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=2)

- [History of generative music](https://www.youtube.com/watch?v=3znKoIUrgDI&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=3)

- [Use cases](https://www.youtube.com/watch?v=Fg3TGfbEL64&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=4)

- [Ethical implications](https://www.youtube.com/watch?v=DCaE5776Rqg&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=5)

- [Symbolic vs audio generation](https://www.youtube.com/watch?v=VYxcHHJNTR0&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=6)

- [Generative techniques](https://www.youtube.com/watch?v=W-_eWSrQ_vU&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=7)

- [Limitations and future vision](https://www.youtube.com/watch?v=viR9q61wV4Q&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=8)

### Part 2: Technical dive

- [Generative grammars](https://www.youtube.com/watch?v=h0uuVelImro&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=9)

- [Chord generation with generative grammars](https://www.youtube.com/watch?v=ozCxNbOBmUs&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=10)

- [Markov chains](https://www.youtube.com/watch?v=gn-_ocUaGYo&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=11)

- [Melody generation with markov chains](https://www.youtube.com/watch?v=V7OPB6zmSdM&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=12)

- [Cellular automata](https://www.youtube.com/watch?v=YoRPjU_Fbq0&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=13)

- [Drum generation with cellular automata](https://www.youtube.com/watch?v=GIoLWVPb8mc&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=14)

- [Genetic algorithms](https://www.youtube.com/watch?v=CAVy7OZ87mE&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=15)

- [Melody harmonization with genetic algorithms](https://www.youtube.com/watch?v=AmtLrd-cYSY&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=16)

- [Transformers - Part 1](https://www.youtube.com/watch?v=FtXT-AFzSvg&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=17)

- [Transformers - Part 2](https://www.youtube.com/watch?v=ctbvMnbylsA&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=19)

- [Melody generation with transformers]()

### Part 3: Generative music tools for musicians

- [Audio generation with RAVE](https://www.youtube.com/watch?v=j4LABY2d7k4&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=19)

- [Piano generation with Compose & Embellish](https://www.youtube.com/watch?v=Zfn9p_z-L2U&list=PL-wATfeyAMNqAPjwGT3ikEz3gMo23pl-D&index=21)

- [Text-to-music generaation with Mustango]()