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Sync API : Using LSTM NN to generate music

HackIllinois Backend for Sync

  • This service generates the background music for Sync and drives the in-game terrain
  • The model can be fine-tuned or conditioned on Spotify data

Run locally or deploy to Modal and use the web UI to generate and download beats.

Requirements

  • Python 3.11

Quick Start (Local)

python3.11 -m venv venv
source venv/bin/activate   # Windows: venv\Scripts\activate
pip install -r requirements.txt

Generate a track

python generate.py --weights path/to/checkpoint.hdf5

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