Update README.md

README.md

@@ -39,12 +39,6 @@ the train transcriptions of LibriSpeech.
 3. Acoustic model made of a transformer encoder and a joint decoder with CTC +
 transformer. Hence, the decoding also incorporates the CTC probabilities.
 
-## Intended uses & limitations
-
-This model has been primarily developed to be run within SpeechBrain as a pretrained ASR model
-for the English language. Thanks to the flexibility of SpeechBrain, any of the 3 blocks
-detailed above can be extracted and connected to your custom pipeline as long as SpeechBrain is
-installed.
 
 ## Install SpeechBrain
 
@@ -81,7 +75,7 @@ The SpeechBrain team does not provide any warranty on the performance achieved b
     year = {2021},
     publisher = {GitHub},
     journal = {GitHub repository},
-    howpublished = {\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\url{https://github.com/speechbrain/speechbrain}},
+    howpublished = {\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\url{https://github.com/speechbrain/speechbrain}},
   }
 ```