Update README.md

README.md

@@ -21,15 +21,17 @@ This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.
 
 ## Model description
 
-More information needed
+More information needed.
 
 ## Intended uses & limitations
 
-More information needed
+The model was trained without enough noise added as a form of data augmentation. Do not use this production. I recommend using a larger version of whisper with
+more hyperparameter tuning especially the learning rate, momentum, weight decay and adjusting the batch size.   
 
 ## Training and evaluation data
 
-More information needed
+I followed the tutorial [here](https://huggingface.co/learn/audio-course/chapter5/fine-tuning). Very minimum edits to the code were done following 
+this tutorial.   
 
 ## Training procedure