Nonlinear Real-Time Emulation of a Guitar Chain with Machine learning techniques

Numerous audio systems for musicians are expensive and bulky. Therefore, it could
be advantageous to model them and to replace them by computer emulation. Their
nonlinear behavior requires the use of complex models. Recent progresses made in the
nonlinear system identification field have improved the ability to emulate nonlinear audio
systems such as tube guitar amplifiers.