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unilux/whisper-small-v1-luxembourgish

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Model Card

unilux/whisper-small-v1-luxembourgish

Model Card

🧠 Model Details

—Model name: whisper-small-v1-luxembourgish
—Organization: University of Luxembourg — Department of Humanities
—Project: Luxembourgish Automatic Speech Recognition (LuxASR)
—Type: Speech-to-Text (ASR)
—Language: Luxembourgish (lb)
—Architecture: Whisper (Small)
—Model size: ~244M parameters
—License: Open Model, Data & Weights (open-mdw)

This model is part of the LuxASR open model family for Luxembourgish speech recognition. Fine-tuned on Luxembourgish audio–text pairs (≈150+ hours total initiative scale).

The tiny, base, small, and medium models are open-sourced; the larger flagship LuxASR model, used in the webservice, the API and the iOS and Android apps, remains closed-source.

🚀 Intended Use

—Transcribe Luxembourgish speech into text.
—Research and development of Luxembourgish ASR.
—Accessibility and media transcription.

⚙️ Usage Example

python

from transformers import pipeline

pipe = pipeline("automatic-speech-recognition", model="unilux/whisper-small-v1-luxembourgish")
result = pipe("example.wav")
print(result["text"])

🧡 Acknowledgements

Developed by the LuxASR team, University of Luxembourg. See luxasr.uni.lu for project details.