Finetune for ASR
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- Dominant language
- Python
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Description
Thanks for your great work！
I want to try to train a audio encoder with CLAP and then use this encoder and ctc to fintune ASR datasets.
May I ask if this method is feasible, or if there are better suggestions? Thank you.
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First steps
- Read the whole issue, then the project's contributing guide.
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- Fork the repository and make your change on a branch.
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Research direction
No files, tests, or entry points are named. First clarify whether a CLAP-trained audio encoder should be combined with CTC for ASR, which datasets and evaluation criteria apply, and whether the request is feasibility guidance or an implementation; done would require an agreed design and validated ASR results.
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Assessment
- Tech stack
- python
- Domain
- audio-video-rtc, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100