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gudgud96 authored Sep 3, 2023
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Syntheon - [Pantheon](https://en.wikipedia.org/wiki/Pantheon,_Rome) for music synthesizers.

Syntheon aims to provide **parameter inference** for major music synthesizers using *deep learning models*. Given an audio sample, Syntheon infers the best parameter preset for a given synthesizer that can recreate the audio sample.
Syntheon provides **parameter inference** for music synthesizers using *deep learning models*. Given an audio sample, Syntheon infers the best parameter preset for a given synthesizer that can recreate the audio sample.

**Check out [this presentation](https://docs.google.com/presentation/d/1PA4fom6QvCW_YG8L0MMVumrAluljcymndNlaK2HW5t0/edit?usp=sharing) on the recent advances of synth parameter inference.

For now:
- [Vital](https://vital.audio/) is supported
- :heavy_check_mark: [Vital](https://vital.audio/) is supported
- [Dexed](https://asb2m10.github.io/dexed/) is work-in-progress

## Installation

Syntheon needs `python 3.9`. Clone this repo and install the dependencies using:

```
python3 -m pip install -r requirements.txt
python3 -m pip install syntheon
```

## Usage
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- Improving current model performance
- Incorporating new synthesizers
- Code refactoring 😅

This repo will only host the serving code, training code shall be released on a separate repo.

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