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Onsets and Frames model trained for multi-instrument transcription on the Slakh dataset

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greenbech/multi-instrument-onsets-and-frames

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Multi-instrument Onsets and Frames

This repository enables mult-instrument automatic music transcription by using the Slakh dataset.

Installation

Using poetry

This repository uses poetry for dependencies and virtual environment management. Look at the official documentation for installation instructions.

Install dependencies

poetry install

Install pre-commit hooks

poetry run pre-commit install

Look at my other project, Slakh PyTorch Dataset, for how to download and use the dataset.

Usage

Look at the /experiments folder for how to run different experiments using this codebase. To run experiment 6, currently the stream-multi-instrument branch must be used.

Acknowledgement

This repository is based on Jong Wook Kim's Onsets and Frames implementation.

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Onsets and Frames model trained for multi-instrument transcription on the Slakh dataset

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