Let $\{\xi(t)\}$ be a Gaussian process with a discrete spectral type and $H^{(p)}(\xi)$ be the linear closure of Hermite polynomials of degree $p$ in variables $\{\xi(t)\}$. In this paper the innovation process and the spectral type in $H^{(p)}(\xi)$, $p\geq 2$ are determined.