My name is William Mitchell, I was born and raised in New Jersey, attained a B.S. in both Physics and Audio Engineering Technology at Belmont University in Nashville, TN in May 2020, and am currently enrolled in the physics PhD graduate program at the Univeristy of North Texas in Denton, TX. I have a background in music production, the physics of sound, and neural networks and machine learning. My talk at the AES Fall 2020 show will cover my work done at Belmont University under the mentorship of Dr. Scott H. Hawley, in applying neural networks in recreating nonlinear audio effects and processes. The best way to reach me is via email at firstname.lastname@example.org.