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Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.

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I have for 4 folders then what changes i have to do I changed this part self.fc2 = nn.Linear(in_features=60, out_features=num_classes) but i am geeting error can you help me please.?

Hello, how to use the trained model on new sound file?