Shear Horizontal (SH) guided waves have been extensively used to estimate and detect defects in structures like plates pipes. Depending on the frequency plate thickness, more than one guided-wave mode propagates, which renders signal interpretation complicated due mixing complex behavior of each individual interacting with defects. This paper investigates use machine learning models analyse two...