A Learning-Based Framework for Line-Spectra Super-resolution

Gautier Izacard, Brett Bernstein, Carlos Fernandez-Granda

We propose a learning-based approach for estimating the spectrum of a multisinusoidal signal from a finite number of samples. A neural-network is trained to approximate the spectra…