Update README.md

README.md

@@ -1,3 +1,28 @@
 ---
 license: mit
+datasets:
+- mozilla-foundation/common_voice_13_0
+language:
+- ca
+- ta
+- th
 ---
+
+## 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
+
+Loader will be made available soon at https://github.com/naver
+
+## Citation (submitted to ICASSP 2024)
+```
+@article{ferraz2023distilwhisper,
+  title={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},
+  journal={arXiv preprint arXiv:2311.01070},
+  year={2023}
+}
+```