I Built a Convolutional Neural Network that understands Audio

TL;DR I trained a convolutional neural network (CNN) based on a ResNet‑34 style residual architecture to classify audio clips from the ESC‑50 dataset (50 environmental sound classes). I used log–mel spectrograms as input, reached strong accuracy and ...