🎵 ISMIR 2024 Tutorial: From White Noise to Symphony - Diffusion Models for Music and Sound

📋 Description

This repository contains the demo notebook for the ISMIR 2024 tutorial titled "From White Noise to Symphony: Diffusion Models for Music and Sound".

If you encounter any issues while running the code, please open an issue, and we'll do our best to assist you.

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Installation

Ensure you have Python 3.8+ and pip installed.

### Clone the Repository
git clone https://github.com/koichi-saito-sony/ismir2024_tutorial_demo.git
cd ismir2024_tutorial_demo

## Install Dependencies
pip install -r requirements.txt

# [OPTIONAL] If you prefer using Docker, you can set up the environment as follows:
docker bulid -t tutorial_demo .

Then, set your open_ai key in .env file.

📔 How to Run the Demo

You can explore the tutorial demo in ismir2024_tutorial_demo.ipynb.

📄 Citation

Comming soon

🙏 Acknowledgement

We borrow the codebase from the MusicMagus repository.