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license: mit
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---
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---
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license: mit
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datasets:
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- mozilla-foundation/common_voice_13_0
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language:
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- ca
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- bg
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- cs
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- fi
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- gl
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- hi
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- hu
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- pl
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- ro
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- sk
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- ta
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---
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## About
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Multilingual Distilwhisper allows for better inference in target languages by adding lightweight CLSR modules on top of whisper-small.
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These modules are trained on a mix of cross-entropy (ASR) and knowledge distillation losses, where whisper-large-v2 is used as teacher.
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## Inference
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Loader will be made available soon at https://github.com/naver
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## Citation (submitted to ICASSP 2024)
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```
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@article{ferraz2023distilwhisper,
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title={DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts},
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author={Ferraz, Thomas Palmeira and Boito, Marcely Zanon and Brun, Caroline and Nikoulina, Vassilina},
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journal={arXiv preprint arXiv:2311.01070},
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year={2023}
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}
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```
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