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mozilla-ai_faster-whisper-large-v3-turbo-fi – AI Model by mpasila | AlphaNeural AI

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mpasila/
mozilla-ai_faster-whisper-large-v3-turbo-fi

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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