Update README.md

README.md

@@ -24,7 +24,7 @@ metrics:
 
 This repository provides all the necessary tools to perform audio source separation with a [SepFormer](https://arxiv.org/abs/2010.13154v2) 
 model, implemented with SpeechBrain, and pretrained on WSJ0-3Mix dataset. For a better experience we encourage you to learn more about
-[SpeechBrain](https://speechbrain.github.io). The given model performance is 19.8 dB SI-SNRi on the test set of WSJ0-3Mix dataset.
+[SpeechBrain](https://speechbrain.github.io). The model performance is 19.8 dB SI-SNRi on the test set of WSJ0-3Mix dataset.
 
 | Release | Test-Set SI-SNRi | Test-Set SDRi |
 |:-------------:|:--------------:|:--------------:|
@@ -73,7 +73,7 @@ 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}},
   }
 ```