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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9 items
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Updated
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Finetuned openai/whisper-large-v3-turbo on 2093 Finnish training audio samples from /home/kostis/cv-corpus-22.0-2025-06-20/fi.
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
Evaluation results on 1806 audio samples of Finnish:
Baseline model (before finetuning) on Finnish
- Word Error Rate (Normalized): 16.576
- Word Error Rate (Orthographic): 20.298
- Character Error Rate (Normalized): 3.808
- Character Error Rate (Orthographic): 4.498
- Loss: 2.112
Finetuned model (after finetuning) on Finnish
- Word Error Rate (Normalized): 11.972
- Word Error Rate (Orthographic): 15.884
- Character Error Rate (Normalized): 2.255
- Character Error Rate (Orthographic): 3.119
- Loss: 0.172
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Model tree for mozilla-ai/whisper-large-v3-turbo-fi
Base model
openai/whisper-large-v3
Finetuned
openai/whisper-large-v3-turbo