Update README.md

README.md

@@ -28,9 +28,13 @@ a distilled variant of [Whisper large-v2](https://huggingface.co/openai/whisper-
 | [large-v2](https://huggingface.co/openai/whisper-large-v2)                 | 1550       | 1.0          | **9.1**        | 11.7          |
 |                                                                            |            |              |                |               |
 | [distil-large-v2](https://huggingface.co/distil-whisper/distil-large-v2)   | 756        | 5.8          | 10.1           | **11.6**      |
-| [distil-medium.en](https://huggingface.co/distil-whisper/distil-medium.en) | **394**    | **6.8**      | 11.1           | 12.4          |
+| [distil-medium.en](https://huggingface.co/distil-whisper/distil-medium.en) | 394        | **6.8**      | 11.1           | 12.4          |
+| [distil-small.en](https://huggingface.co/distil-whisper/distil-small.en)   | **166**    | 5.6          | 12.1           | 12.8          |
 
-**Note:** Distil-Whisper is currently only available for English speech recognition. Multilingual support will be provided in a follow-up.
+**Note:** Distil-Whisper is currently only available for English speech recognition. We are working with the community 
+to distill Whisper on other languages. If you are interested in distilling Whisper in your language, check out the 
+provided [training code](https://github.com/huggingface/distil-whisper/tree/main/training). We will update the 
+[Distil-Whisper repository](https://github.com/huggingface/distil-whisper/) with multilingual checkpoints when ready!
 
 ## Usage
 
@@ -506,7 +510,7 @@ where it performs to within 0.2% WER of Whisper.
 
 ## Reproducing Distil-Whisper
 
-Training and evaluation code to reproduce Distil-Whisper will be made available on the Distil-Whisper repository: https://github.com/huggingface/distil-whisper
+Training and evaluation code to reproduce Distil-Whisper is available under the Distil-Whisper repository: https://github.com/huggingface/distil-whisper/tree/main/training
 
 
 ## License