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synthetic data and baselines #19

Merged
merged 5 commits into from
Mar 12, 2024
Merged

synthetic data and baselines #19

merged 5 commits into from
Mar 12, 2024

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alex2awesome
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Added synthetic data and code for baselines (hft and giantmidi):

  • Adds midi-> audio pipeline that randomly picks k of 7 piano-like instruments (piano, harpischord, organ, guitar, etc.) to convert the audio to. Takes the following hyperparameters:
    -> k= # synthetic augmentations to generate
    -> prob distribution= weight to give each instrument
  • Adds two baselines (hft and giantmidi) to the baselines folder, as well as cli code to run them

todo after this PR: make pipelines for evaluations:

  • maestro -> hft/giantmidi/ours
  • augment maestro -> hft/giantmidi/ours
  • dtw -> hft/giantmidi/ours

@CLAassistant
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CLAassistant commented Mar 12, 2024

CLA assistant check
Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you all sign our Contributor License Agreement before we can accept your contribution.
1 out of 2 committers have signed the CLA.

✅ loubbrad
❌ Alex Spangher


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@loubbrad
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Looks good, just need to remember to run make format for the linter

@loubbrad loubbrad merged commit 06abaff into EleutherAI:main Mar 12, 2024
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3 participants