A generalized Stiefel manifold is the of orthonormal frames in a vector space with nondegenerated bilinear or hermitian form. In this article, Isometry group manifolds are computed at least up to connected components an explicit This done by considering natural nonassociative algebra m associated affine structure manifold, computing explicitly automorphism Aut(