Reproducibility of VGGSound
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- Dominant language
- Python
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Description
Thanks for sharing the amazing codebase. I am wondering if you will provide the script or other useful resources for reproducing results on VGGSound.
I tried to use the get_audio_embedding_from_filelist to get audio features. But I can only get ~45%, which is a huge gap between 75% (really impressive since A+V only gets 64.1%)
Looking forward to your reply.
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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 VGGSound reproduction context and the get_audio_embedding_from_filelist path mentioned in the issue. Compare the reported ~45% result with the expected 75% result and identify the missing script, resource, or reproduction detail; done means the VGGSound results can be reproduced or the discrepancy is explained.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100