Update README.md

README.md

@@ -36,6 +36,17 @@ Please notice that we encourage you to read our tutorials and learn more about
 [SpeechBrain](https://speechbrain.github.io).
 
 
+### Perform Classification on your own file
+
+```python
+from speechbrain.pretrained import AudioClassifier 
+
+model = AudioClassifier.from_hparams(source="speechbrain/cnn14-esc50", savedir='pretrained_models/cnn14-esc50')
+out_probs, score, index, text_lab = model.classify_file('speechbrain/cnn14-esc50/1-100032-A-0.wav')
+
+print(text_lab)
+```
+
 
 ### Limitations
 The SpeechBrain team does not provide any warranty on the performance achieved by this model when used on other datasets.