  Orthogonal decomposition of tensors is a generalization of the singular value
decomposition of matrices. In this paper, we study the spectral theory of
orthogonally decomposable tensors. For such a tensor, we give a description of
its singular vector tuples as a variety in a product of projective spaces.
