/MFCCs-Melgrams-Deep-Learning

CNNs and Neural Nets for MFCCs and Melgrams classification

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MFCCs-Melgrams-Deep-Learning

CNNs and Neural Nets for MFCCs and Melgrams classification

Part 1

Feed-forward Neural Net for MFCCs classification

Part 2

CNN connected to feed-forward NN, for dimensionality reduction and classification of Mel-spectograms

Part 3

Optimizing part 2 with: Adam optimizer, activation functions, learning rate scheduler, batch normalization, dropout, L2-penalty, early stopping