Added citation

README.md

@@ -50,7 +50,9 @@ translated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
 print(translated_text)
 ```
 
-## Results: BLEU scores on CoVoST2 test (text part)
+## Results
+
+#### BLEU scores on CoVoST2 test
 
 | Model                    |   Ar   |   Ca   |   Cy   |   De   |   Et   |   Fa   |   Id   |   Ja   |   Lv   |   Mn   |   Sl   |   Sv   |   Ta   |   Tr   |   Zh   | Average |
 |:------------------------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:-------:|
@@ -58,3 +60,18 @@ print(translated_text)
 | [nllb-200-distilled-600M_covost2_en-to-15](https://huggingface.co/johntsi/nllb-200-distilled-600M_covost2_en-to-15)     |  28.5  |  46.3  |  35.5  |  37.1  |  31.5  |  29.2  |  45.2  |  38.4  |  29.1  |  22.0  |  37.7  |  45.4  |  29.9  |  23.0  |  46.7  |  35.0   |
 | [nllb-200-distilled-1.3B](https://huggingface.co/facebook/nllb-200-distilled-1.3B) (original)        |  23.3  |  43.5  |  33.5  |  37.9  |  27.9  |  16.6  |  41.9  |  23.0  |  20.0  |  13.1  |  35.1  |  43.8  |  21.7  |  23.8  |  37.5  |  29.5   |
 | [nllb-200-distilled-1.3B_covost2_en-to-15](https://huggingface.co/johntsi/nllb-200-distilled-1.3B_covost2_en-to-15)     |  29.9  |  47.8  |  35.6  |  38.8  |  32.7  |  29.9  |  46.4  |  39.5  |  29.9  |  21.7  |  39.3  |  46.8  |  31.0  |  24.4  |  48.2  |  36.1   |
+
+## Citation
+
+If you find these models useful for your research, please cite our paper :)
+
+```
+@misc{tsiamas2024pushing,
+      title={{Pushing the Limits of Zero-shot End-to-End Speech Translation}}, 
+      author={Ioannis Tsiamas and Gerard I. Gállego and José A. R. Fonollosa and Marta R. Costa-jussà},
+      year={2024},
+      eprint={2402.10422},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```