Update README.md

README.md

@@ -69,6 +69,12 @@ Here's the output: ڭالت ليا هاد السيد هادا ما كاينش ب
 
 **Validation Loss**: 36.93
 
+Validation Loss has decreased on this version which means that the model can more generalize for unknown data compared to the previous version.
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+The validation loss is still high also because the validation data contains words that have never been trained before. The solution is to add more data and more hours of training.
+
+Further training to decrease the training Loss makes the model overfit a little bit.
+
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 -v1 (fine-tuned on 6 hours of audio)
@@ -84,5 +90,3 @@ Here's the output: ڭالت ليا هاد السيد هادا ما كاينش ب
 I am currently working on improving this model. The new model will be available soon.
 
 email: souregh@gmail.com
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