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Update README.md

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@@ -64,4 +64,4 @@ To fine-tune this model, you need to run:
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  python train.py hyperparams.yaml
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  ```
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- ```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.
 
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  python train.py hyperparams.yaml
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  ```
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+ ```train.py``` file contains the functions necessary for training the model and ```hyperparams.yaml``` contains the hyperparameters. For more details about training the model, refer to the [SpeechBrain](https://speechbrain.github.io) documentation.