Parameterizing Noise Covariance in Maximum-Likelihood Component Separation

Goureesankar Sathyanathan, Josquin Errard, Soumen Basak

We introduce a noise-aware extension to the parametric maximum-likelihood framework for component separation by modeling correlated $1/f^{\alpha }$ noise as a harmonic-space power law. Thi…