GAN Comparative Study

Generative Adversarial Networks
for Audio Generation: A Comparative Study

Ernest Vanmosuinck, Antonio Mone,
Alessandro Marincioni, Adetunji Ayodele


GTZAN Dataset Results

Used for Instrument Recognition in Musical Audio Signals, each audio sample has an instrument and music genre attached (for this task we filtered only the pop-rock genre).