Goal of Study: Classify Audio MNIST data. Please note that, audio data with label 2 has been removed from the training data.
Methods used: 1D-Convolutional Neural Network, 2D-Convolutional Neural Network, Convolutional Variational Autoencoder with Random Forest, Generative Adversarial Network with 2D-Convolutional Neural Network, and Long Short-Term Memory Network.