Update README.md

README.md

@@ -1,3 +1,34 @@
 ---
 license: mit
+language:
+- ar
 ---
+
+## Checkpoints
+
+### Pre-Trained Models
+
+ Model | Pre-train Dataset | Model | Tokenizer |
+| --- | --- | --- | --- |
+| ArTST v2 base | Dialects | soon | soon
+
+### Finetuned Models
+ Model | FInetune Dataset | Model | Tokenizer |
+| --- | --- | --- | --- |
+| ArTST v2 ASR | MGB2 | soon | soon |
+| ArTST v2 ASR | QASR | soon | soon |
+| ArTST v2 ASR | Dialects | soon | soon |
+
+# Acknowledgements
+
+ArTST is built on [SpeechT5](https://arxiv.org/abs/2110.07205) Architecture. If you use any of ArTST models, please cite 
+
+``` 
+@inproceedings{toyin2023artst,
+  title={ArTST: Arabic Text and Speech Transformer},
+  author={Toyin, Hawau and Djanibekov, Amirbek and Kulkarni, Ajinkya and Aldarmaki, Hanan},
+  booktitle={Proceedings of ArabicNLP 2023},
+  pages={41--51},
+  year={2023}
+}
+```