type="main" xml:id="sjos12019-abs-0001" <title type="main">ABSTRACT</title>We propose localized spectral estimators for the quadratic covariation and the spot covolatility of diffusion processes, which are observed discretely with additive observation noise. The appropriate estimation for time-varying volatilities is...