Update README.md

README.md

@@ -72,29 +72,11 @@ This model provides transcribed speech as a string for a given audio sample.
 
 ## Model Architecture
 
-<ADD SOME INFORMATION ABOUT THE ARCHITECTURE>
-
-## Training
-
-<ADD INFORMATION ABOUT HOW THE MODEL WAS TRAINED - HOW MANY EPOCHS, AMOUNT OF COMPUTE ETC>
-
-### Datasets
-
-<LIST THE NAME AND SPLITS OF DATASETS USED TO TRAIN THIS MODEL (ALONG WITH LANGUAGE AND ANY ADDITIONAL INFORMATION)>
-
-## Performance
-
-<LIST THE SCORES OF THE MODEL - 
-      OR
-USE THE Hugging Face Evaluate LiBRARY TO UPLOAD METRICS>
+This is a conformer architecture 
 
 ## Limitations
 
-<DECLARE ANY POTENTIAL LIMITATIONS OF THE MODEL>
-
-Eg: 
-Since this model was trained on publically available speech datasets, the performance of this model might degrade for speech which includes technical terms, or vernacular that the model has not been trained on. The model might also perform worse for accented speech.
-
+This is a toy model, can be extended to better represent speaker demographics.
 
 ## References