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Project to use ML and AI techniques to automatically chart songs to play in Clone Hero.

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maple-buice/chart-hero

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chart-hero

Project to use ML and AI techniques to automatically chart songs to play in Clone Hero.

Project Status

This project has been significantly updated to use a modern transformer-based architecture for drum transcription. Key features include:

  • Audio Spectrogram Transformer (AST): Utilizes an 85M+ parameter model for improved accuracy.
  • PyTorch Lightning: Employs a robust training pipeline with mixed precision support.
  • Memory-Efficient Data Processing: Capable of handling large datasets.
  • Multi-Environment Support: Configured for both local (M1-Max) and cloud (Google Colab) training.

For detailed information on model training, see model_training/README.md. For the refactoring plan and current progress, see TRANSFORMER_REFACTORING_PLAN.md.

Quick Start

Refer to model_training/README.md for data preparation and training commands.

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Project to use ML and AI techniques to automatically chart songs to play in Clone Hero.

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License

GPL-3.0, GPL-3.0 licenses found

Licenses found

GPL-3.0
LICENSE
GPL-3.0
LICENSE.md

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