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whisper-medium-nepali-openslr
Dragneel/whisper-medium-nepali-openslr
whisper-medium-nepali-openslr is a automatic speech recognition model from Dragneel. Use it when you need speech turned into text. The card lists the license as apache-2.0.
This model is a fine-tuned version of openai/whisper-medium on the OpenSLR 54 (Nepali Speech Corpus) dataset.
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At a glance
- Task
- Automatic Speech Recognition
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Nov 26, 2025
- Updated
- Nov 26, 2025
- SHA
- a435aa8b
Base models
Datasets
Model card
From the Hugging Face model README
Whisper Medium Fine-tuned on Nepali (OpenSLR 54)
This model is a fine-tuned version of openai/whisper-medium on the OpenSLR 54 (Nepali Speech Corpus) dataset.
Model Details
- Model: Whisper Medium (769M Parameters)
- Dataset: ~154 Hours of Nepali Audio
- Language: Nepali
- Hardware: NVIDIA A100 80GB
Results
- WER: 14.04%
- Loss: 0.0710
Usage
from transformers import pipeline
transcriber = pipeline(
"automatic-speech-recognition",
model="Dragneel/whisper-medium-nepali-openslr"
)
text = transcriber("path_to_audio.mp3")
print(text["text"])
- Task
- Automatic Speech Recognition
- Type
- whisper
- License
- apache-2.0
- Languages
- ne
- Created
- Nov 26, 2025
- Updated
- Nov 26, 2025