Unitary representations of the algebra of the general covariance group

New series of unitary representations of the algebra of general covariance group Diff $R^N$ are constructed, which are of interest for physical applications. Matrix representations for generators are obtained. The unitary representations of the group Diff $R^N$ are shown to possess nonlinear realizations of symmetry.