naver / multilingual-distilwhisper-28k

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Total runs: 10
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30-day runs: 3
Model's Last Updated: August 26 2024
automatic-speech-recognition

Introduction of multilingual-distilwhisper-28k

Model Details of multilingual-distilwhisper-28k

About

Multilingual Distilwhisper allows for better ASR performance in target languages by adding lightweight CLSR modules on top of whisper-small. These modules are trained on a mix of cross-entropy (ASR) and knowledge distillation losses, where whisper-large-v2 is used as teacher.

Inference

Code for training and inference at: https://github.com/naver/multilingual-distilwhisper

Citation
@inproceedings{ferraz2024distilwhisper,
  title={Multilingual DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts},
  author={Ferraz, Thomas Palmeira and Boito, Marcely Zanon and Brun, Caroline and Nikoulina, Vassilina},
  booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2024},
  organization={IEEE}
}

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