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@@ -42,11 +42,28 @@ translated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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  print(translated_text)
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  ```
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- ## Results: BLEU scores on MuST-C v1.0 tst-COMMON
 
 
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  | Model | De | Es | Fr | It | Nl | Pt | Ro | Ru | Average |
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  |:-------------------------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:-------:|
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  | [nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M) (original) | 32.7 | 36.9 | 45.2 | 32.2 | 36.0 | 37.4 | 30.3 | 21.0 | 34.0 |
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  | [nllb-200-distilled-600M_mustc_en-to-8](https://huggingface.co/johntsi/nllb-200-distilled-600M_mustc_en-to-8) | 34.4 | 38.8 | 44.6 | 34.7 | 39.0 | 41.6 | 32.1 | 22.4 | 35.9 |
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  | [nllb-200-distilled-1.3B](https://huggingface.co/facebook/nllb-200-distilled-1.3B) (original) | 34.6 | 38.6 | 46.8 | 33.7 | 38.2 | 39.6 | 31.8 | 23.2 | 35.8 |
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- | [nllb-200-distilled-1.3B_mustc_en-to-8](https://huggingface.co/johntsi/nllb-200-distilled-1.3B_mustc_en-to-8) | 35.3 | 39.9 | 45.8 | 36.0 | 40.6 | 43.1 | 32.6 | 23.9 | 37.2 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  print(translated_text)
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  ```
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+ ## Results
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+
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+ #### BLEU scores on MuST-C v1.0 tst-COMMON
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  | Model | De | Es | Fr | It | Nl | Pt | Ro | Ru | Average |
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  |:-------------------------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:-------:|
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  | [nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M) (original) | 32.7 | 36.9 | 45.2 | 32.2 | 36.0 | 37.4 | 30.3 | 21.0 | 34.0 |
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  | [nllb-200-distilled-600M_mustc_en-to-8](https://huggingface.co/johntsi/nllb-200-distilled-600M_mustc_en-to-8) | 34.4 | 38.8 | 44.6 | 34.7 | 39.0 | 41.6 | 32.1 | 22.4 | 35.9 |
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  | [nllb-200-distilled-1.3B](https://huggingface.co/facebook/nllb-200-distilled-1.3B) (original) | 34.6 | 38.6 | 46.8 | 33.7 | 38.2 | 39.6 | 31.8 | 23.2 | 35.8 |
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+ | [nllb-200-distilled-1.3B_mustc_en-to-8](https://huggingface.co/johntsi/nllb-200-distilled-1.3B_mustc_en-to-8) | 35.3 | 39.9 | 45.8 | 36.0 | 40.6 | 43.1 | 32.6 | 23.9 | 37.2 |
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+
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+ ## Citation
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+
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+ If you find these models useful for your research, please cite our paper :)
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+
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+ ```
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+ @misc{tsiamas2024pushing,
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+ title={{Pushing the Limits of Zero-shot End-to-End Speech Translation}},
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+ author={Ioannis Tsiamas and Gerard I. Gállego and José A. R. Fonollosa and Marta R. Costa-jussà},
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+ year={2024},
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+ eprint={2402.10422},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL}
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+ }
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+ ```