readme update

README.md

@@ -10,4 +10,20 @@ pinned: false
 license: apache-2.0
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+Possible model improvments
+
+(a) model-centric approach - 
+    for sure the biggest improvment is using the bigger whisper architecture
+    increase the batch size and train for longer, we could use a scheduler to rise it consistently,
+        until the model stabilizes completly
+    multi-head training: we could train on all languages with common part of the architecture, which could iprove generalization
+        and help us be able to use much more data
+
+(b) data-centric approach - 
+    we can use a dataset with better phonetic desctiption like TIMIT dataset
+    we can use more data, and more diverse data, here most of the files
+        are recorder from a laptop microphone, which can influence 
+        predictions on other sourses
+    add noise and other transformations to the dataset
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference