Here is simple music genre classification problem.
Dataset address : http://marsyas.info/downloads/datasets.html In this example we use GTZAN Genre Collection dataset to predict genre of test track. In the fisrt step, extract MFCC features and then use these features as input to MLP, CNN, and LSTM networks.