Update README.md

README.md

@@ -27,7 +27,7 @@ The system can be used to extract speaker embeddings as well.
 It is trained on Voxceleb 1+ Voxceleb2 training data. 
 
 For a better experience, we encourage you to learn more about
-[SpeechBrain](https://speechbrain.github.io). The given ASR model performance on Voxceleb1-test set are:
+[SpeechBrain](https://speechbrain.github.io). The model performance on Voxceleb1-test set(Cleaned) is:
 
 | Release | EER(%) | minDCF | 
 |:-------------:|:--------------:|:--------------:|
@@ -102,7 +102,7 @@ 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}},
   }
 ```