Audio DNN Classification

Deep Neural Network topologies for audio classification. This repo includes a variety of topologies, including:
Dense, Dense-LSTM,
1D-CNN, 1D-CNN-LSTM,
2D-CNN, 2D-CNN-LSTM

The implementations are powered by Python.

Specific implementations are described in the following papers:
"1D & 2D CNNs vs Temporal Aggregated Feature-Based Methodologies for Audio Classification"
"Continuous Speech Emotion Recognition with Convolutional Neural Networks"