The main purpose of our project is to develop a program that utilizes a convolutional neural network and an audio processing pipeline to detect genres from a user-provided audio file input as well as provide confidence metrics regarding the accuracy of genres detected. The main moving parts of our project are the CNN, the audio pipeline, the main program, and the web application user interface.