Update README.md

README.md

@@ -38,10 +38,10 @@ bnb_optimizer=false
 
 # Pre processing 
 Data extracted from the datasource has been preprocessed in its transcription.
-From my understanding, punctuation is important because it's used to teach to have pauses and proper intonation so it has been preserved.
+From my understanding, punctuation is important because it's used to teach to have pauses and proper intonation so it has been preserved.  
 Original italian "text" field was even containing direct dialogue escapes (long hyphen) that has also be preserved but it contained also
 a hypen that was used to split a word in a new line (I don't know which process was used on original dataset to create the text transcription)
-and so I removed that hypens merging the two part of the word, otherwise the training was done on artifacts that didn't impacted the speech.
+and so I removed that hypens merging the two part of the word, otherwise the training was done on artifacts that didn't impacted the speech.  
 I'm only talking about Italian data on cml-tts, I don't know if other languages are affected by this too.