Introduction to the use of datasets for the provided pre-trained models
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Description
Hi all!
What are the datasets used in the pre-trained model provided in the Google link?
Were 630k-audioset-best.pt and 630k-audioset-fusion-best.pt pre-trained models trained only on the Audioset and LAION-Audio-630k datasets? Do their training data include the Clotho and AudioCaps datasets?
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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 by reviewing the dataset information in the project documentation and the metadata for 630k-audioset-best.pt and 630k-audioset-fusion-best.pt linked in the issue. Verify whether the training data includes Audioset, LAION-Audio-630k, Clotho, and AudioCaps, then document the confirmed provenance and any remaining uncertainty.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100