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mozilla-ai_faster-whisper-large-v3-turbo-fi
mpasila/mozilla-ai_faster-whisper-large-v3-turbo-fi
mozilla-ai_faster-whisper-large-v3-turbo-fi is a machine learning model from mpasila. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
This is a faster-whisper conversion of mozilla-ai/whisper-large-v3-turbo-fi.
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At a glance
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Aug 20, 2025
- Updated
- Aug 20, 2025
- SHA
- 12ba51b0
Base models
Datasets
Model card
From the Hugging Face model README
This is a faster-whisper conversion of mozilla-ai/whisper-large-v3-turbo-fi.
Original modelcard:
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
- Library
- transformers
- License
- apache-2.0
- Languages
- fi
- Created
- Aug 20, 2025
- Updated
- Aug 20, 2025