Update README.md

README.md

@@ -57,4 +57,11 @@ predictions = asr_classifier.classify_file("audio_file.wav", device)
 print(predictions)
 ```
 
+## Training
 
+To fine-tune this model, you need to run:
+```
+python train.py hyperparams.yaml
+```
+
+```train.py``` file contains the functions necessary for training the model and ```hyperparams.yaml``` contains the hyperparameters. For more details about training the model, you can check the [SpeechBrain](https://speechbrain.github.io) documentation.