Provided are high-resolution parametric signal restoration systems, and applications thereof. Such systems include a multi-output module and a parametric compensator. The multi-output module provides a reference gain output signal and one or more higher gain output signals based on a single input signal. The parametric compensator independently responds to functional parameters of the one or more higher gain output signals to provide a compensation error signal. The single input signal is modified based on the compensation error signal.