Music comes in many different genres and styles which are generally easy for a human listener to distinguish, but it is not so for a computer. The purpose of the research in this document is to allow a computer system to classify a sample of digital audio into one of five genres, using a mathematical/statistical pre-processing stage and an artificial neural back prop network which has been trained specifically for the task.