Update README.md

README.md

@@ -34,7 +34,7 @@ model-index:
       type: speech-enhancement
     dataset:
       name: DNS-4
-      type: https://www.microsoft.com/en-us/research/academic-program/deep-noise-suppression-challenge-icassp-2022/
+      type: deep-noise-suppression-challenge-icassp-2022
       split: baseline-dev-set
       args:
         language: de
@@ -76,7 +76,7 @@ Please notice that we encourage you to read our tutorials and learn more about [
 ### Perform speech enhancement on your own audio file
 
 ```python
-from speechbrain.pretrained import SepformerSeparation as separator
+from speechbrain.inference.separation import SepformerSeparation as separator
 import torchaudio
 
 model = separator.from_hparams(source="speechbrain/sepformer-dns4-16k-enhancement", savedir='pretrained_models/sepformer-dns4-16k-enhancement')