DeepDrummer

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Making the world a better place through AI-generated beats & grooves

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# DeepDrummer

DeepDrummer is a drum machine that uses a deep learning model to generate drum loops. The model is trained interactively based on user ratings (like/dislike), and tries to approximate user preferences. It is a tool for quickly exploring new musical ideas.

<p align="center">
A video showcasing DeepDrummer in action is available on <a href="https://www.youtube.com/watch?v=EPKsUf5YBeM">YouTube</a>:<br>
<a href="https://www.youtube.com/watch?v=EPKsUf5YBeM"><img src="https://img.youtube.com/vi/EPKsUf5YBeM/0.jpg" alt="DeepDrummer demo video"></a>
</p>

The accompanying [DeepDrummer paper](https://arxiv.org/abs/2008.04391) is available on arXiV.org.

## Installation

Dependencies:
- Python 3.6+
- PyTorch 1.0+
- torchaudio
- soundfile
- sounddevice
- numpy
- matplotlib
- scipy
- six
- tkinter

Installing the Python 3 package:

```
git clone git@github.com:mila-iqia/DeepDrummer.git
cd DeepDrummer
pip3 install -e .
```

Running the standalone GUI application:
```
python3 -m deepdrummer.standalone
```

DeepDrummer

DeepDrummer Latest Version Download

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