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whisper-large-v3-gl
mozilla-ai/whisper-large-v3-gl
whisper-large-v3-gl is a automatic speech recognition model from mozilla-ai. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Apr 2, 2025
- Updated
- Apr 9, 2025
- SHA
- 05b09835
Base models
Datasets
Model card
From the Hugging Face model README
Finetuned penai/whisper-large-v3 on 116954 Galician training audio samples from cv-corpus-21.0-2025-03-14/gl.
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
Evaluation results on 29239 audio samples of Galician:
Baseline model (before finetuning) on Galician
- Word Error Rate (Normalized): 20.140
- Word Error Rate (Orthographic): 25.293
- Character Error Rate (Normalized): 7.427
- Character Error Rate (Orthographic): 6.224
- Loss: 1.905
Finetuned model (after finetuning) on Galician
- Word Error Rate (Normalized): 5.143
- Word Error Rate (Orthographic): 8.320
- Character Error Rate (Normalized): 1.865
- Character Error Rate (Orthographic): 2.446
- Loss: 0.126 """
Finetuned model (after finetuning) on the Galician FLEURS test set (total of 927 samples)
- Word Error Rate (Normalized): 9.804
- Word Error Rate (Orthographic): 13.147
- Character Error Rate (Normalized): 5.827
- Character Error Rate (Orthographic): 5.007
- Loss: 0.383
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- gl
- Created
- Apr 2, 2025
- Updated
- Apr 9, 2025