  We refine and generalize several interpolation inequalities bounding the
$L^p$ norm of a probability density with respect to the reference measure $\mu$
by its Sobolev norm and the Kantorovich distance to $\mu$ on a smooth weighted
Riemannian manifold satisfying $CD(0, \infty)$ condition.
