Update README.md

README.md

@@ -67,6 +67,8 @@ enhanced = enhance_model.enhance_file("speechbrain/mtl-mimic-voicebank/example.w
 # Saving enhanced signal on disk
 torchaudio.save('enhanced.wav', enhanced.unsqueeze(0).cpu(), 16000)
 ```
+### Inference on GPU
+To perform inference on the GPU, add  `run_opts={"device":"cuda"}`  when calling the `from_hparams` method.
 
 ## Referencing Mimic Loss
 
@@ -92,6 +94,6 @@ title = {SpeechBrain},
 year = {2021},
 publisher = {GitHub},
 journal = {GitHub repository},
-howpublished = {\\\\\\\\url{https://github.com/speechbrain/speechbrain}},
+howpublished = {\\\\\\\\\\\\\\\\url{https://github.com/speechbrain/speechbrain}},
 }
 ```