Audio Data Analysis Using Deep Learning with Python (Part 2) - KDnuggets

In the previous article, we started our discussion about audio signals; we saw how we can interpret and visualize them using Librosa python library. We also learned how to extract necessary features from a sound/audio file. We concluded the previous article by building an Artificial Neural Network(ANN) for the music genre classification. In this article, we are going to build a Convolutional Neural Network for music genre classification. Nowadays, deep learning is more and more used for Music Genre Classification: particularly Convolutional Neural Networks (CNN) taking as entry a spectrogram considered as an image on which are sought different types of structure.