Update README.md

README.md

@@ -58,7 +58,7 @@ Please notice that we encourage you to read our tutorials and learn more about
 
 ```python
 import torchaudio
-from speechbrain.pretrained import EncoderClassifier
+from speechbrain.inference.speaker import EncoderClassifier
 classifier = EncoderClassifier.from_hparams(source="speechbrain/spkrec-resnet-voxceleb")
 signal, fs =torchaudio.load('samples/audio_samples/example1.wav')
 embeddings = classifier.encode_batch(signal)
@@ -67,7 +67,7 @@ embeddings = classifier.encode_batch(signal)
 ### Perform Speaker Verification
 
 ```python
-from speechbrain.pretrained import SpeakerRecognition
+from speechbrain.inference.speaker import SpeakerRecognition
 verification = SpeakerRecognition.from_hparams(source="speechbrain/spkrec-resnet-voxceleb", savedir="pretrained_models/spkrec-resnet-voxceleb")
 score, prediction = verification.verify_files("speechbrain/spkrec-resnet-voxceleb/example1.wav", "speechbrain/spkrec-resnet-voxceleb/example2.flac")
 ```