Automatic Speech Recognition
Transformers
Safetensors
Finnish
whisper
finnish
dialects
speech-recognition
lora
Eval Results (legacy)
Instructions to use GAIK-project/whisper-large-v3-fi-dialects with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use GAIK-project/whisper-large-v3-fi-dialects with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="GAIK-project/whisper-large-v3-fi-dialects")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("GAIK-project/whisper-large-v3-fi-dialects") model = AutoModelForSpeechSeq2Seq.from_pretrained("GAIK-project/whisper-large-v3-fi-dialects", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 88,937 Bytes
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<text x="54.0" y="168.0" font-size="14" font-weight="700" fill="#1f2328" text-anchor="start">Ours, first model (v1.0)</text>
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<text x="54.0" y="202.0" font-size="14" font-weight="400" fill="#1f2328" text-anchor="start">Gemini 3.5 Flash, asked for standard Finnish</text>
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<text x="54.0" y="236.0" font-size="14" font-weight="400" fill="#1f2328" text-anchor="start">Whisper large-v3</text>
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<text x="24.0" y="662.0" font-size="12.5" font-weight="400" fill="#59636e" text-anchor="start">Google Chirp 3 repeated “se on” 1 262 times in one 50-word segment; without that segment it scores 35.0 %.</text>
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