tensorflow / tensorflow/datasets
[data request] MAESTRO (Google Magenta)
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dataset request
- Dominant language
- Python
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Description
- Name of dataset: MAESTRO (MIDI and Audio Edited for Synchronous TRacks and Organization)
- URL of dataset: https://magenta.tensorflow.org/datasets/maestro
- License of dataset: CC BY-NC-SA 4.0
- Short description of dataset and use case(s): ~200 hours of virtuosic piano performances captured with fine alignment (~3 ms) between note labels (MIDI) and audio waveforms.
Folks who would also like to see this dataset in tensorflow/datasets, please thumbs-up so the developers can know which requests to prioritize.
I am very keen to contribute, and will look through the docs on adding a custom dataset.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with docs/add_dataset.md and the MAESTRO dataset page linked in the issue. Follow the custom-dataset requirements and verify that the resulting TFDS dataset includes the described aligned MIDI/audio data and license metadata.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 42/100