Update README.md

README.md

@@ -61,9 +61,9 @@ Please notice that we encourage you to read our tutorials and learn more about
 ### Transcribing your own audio files (in English)
 
 ```python
-from speechbrain.pretrained import EncoderDecoderASR
-asr_model = EncoderDecoderASR.from_hparams(source="speechbrain/speechbrain/asr-crdnn-commonvoice-14-en", savedir="pretrained_models/speechbrain/asr-crdnn-commonvoice-14-en")
-asr_model.transcribe_file("speechbrain/speechbrain/asr-crdnn-commonvoice-14-en/example-en.wav")
+from speechbrain.inference.ASR import EncoderDecoderASR
+asr_model = EncoderDecoderASR.from_hparams(source="speechbrain/asr-crdnn-commonvoice-14-en", savedir="pretrained_models/asr-crdnn-commonvoice-14-en")
+asr_model.transcribe_file("speechbrain/asr-crdnn-commonvoice-14-en/example_en.wav")
 ```
 
 ### Inference on GPU