Common Voice Whisper
Collection
Whisper models finetuned on the Common Voice dataset using https://github.com/mozilla-ai/speech-to-text-finetune
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8 items
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Updated
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Finetuned openai/whisper-small on 3620 Greek training audio samples from mozilla-foundation/common_voice_17_0.
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
Evaluation results on 1701 audio samples of Greek:
Baseline model (before finetuning) on Greek
- Word Error Rate: 46.392
- Loss: 0.902
Finetuned model (after finetuning) on Greek
- Word Error Rate: 45.632
- Loss: 0.869
Finetuned model (after finetuning) on the Greek FLEURS test set (total of 649 samples)
- Word Error Rate (Normalized): 35.66
- Word Error Rate (Orthographic): 38.337
- Character Error Rate (Normalized): 14.041
- Character Error Rate (Orthographic): 13.634
- Loss: 1.3
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openai/whisper-small