Update README.md

README.md

@@ -101,16 +101,16 @@ Please notice that we encourage you to read our tutorials and learn more about
 
 ```python
 import torchaudio
-from speechbrain.pretrained.interfaces import foreign_class
+from speechbrain.inference.interfaces import foreign_class
 
-classifier = foreign_class(source="Jzuluaga/accent-id-commonaccent_xlsr-en-english", pymodule_file="custom_interface.py", classname="CustomEncoderWav2vec2Classifier")
+classifier = foreign_class(source="warisqr7/accent-id-commonaccent_xlsr-en-english", pymodule_file="custom_interface.py", classname="CustomEncoderWav2vec2Classifier")
 
 # US Accent Example
-out_prob, score, index, text_lab = classifier.classify_file('Jzuluaga/accent-id-commonaccent_xlsr-en-english/data/us.wav')
+out_prob, score, index, text_lab = classifier.classify_file('warisqr7/accent-id-commonaccent_xlsr-en-english/data/us.wav')
 print(text_lab)
 
 # Philippines Example
-out_prob, score, index, text_lab = classifier.classify_file('Jzuluaga/accent-id-commonaccent_xlsr-en-english/data/philippines.wav')
+out_prob, score, index, text_lab = classifier.classify_file('warisqr7/accent-id-commonaccent_xlsr-en-english/data/philippines.wav')
 print(text_lab)
 ```