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whisper-large-v3-turbo-korean
ghost613/whisper-large-v3-turbo-korean
whisper-large-v3-turbo-korean is a automatic speech recognition model from ghost613. Use it when you need speech turned into text.
Fine-tuning Whisper Large V3 Turbo on zeroth Korean dataset.
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At a glance
- Task
- Automatic Speech Recognition
- Model type
- whisper
- Access
- Public
- Created
- Oct 15, 2024
- Updated
- Oct 25, 2024
- SHA
- eddbfbef
Base models
Datasets
Model card
From the Hugging Face model README
Description
Fine-tuning Whisper Large V3 Turbo on zeroth Korean dataset.
Dataset split:
- The test dataset from Korean zeroth is divided to test and validation -> 50% validation, 50% test
- Train set duration: 206 hours 43 minutes
- Validation set duration: 2 hours 22 minutes
- Test set duration: 2 hours 22 minutes
Results:
- initial validation WER: 26.26%
- final validation WER: 4.90%
- initial validation CER: 6.67%
- final validation CER: 1.78%
- initial test WER: 26.75%
- final test WER: 4.89%
- initial test CER: 7.58%
- final test CER: 2.06%
Notes
- Models did not converge, better results are possible.
- Task
- Automatic Speech Recognition
- Type
- whisper
- Languages
- ko
- Created
- Oct 15, 2024
- Updated
- Oct 25, 2024