An SU(2)-covariant canonical formulation of the coupled Einstein-Cartan-Dirac field in the framework of the Einstein-Cartan-Sciama-Kibble theory is presented. The variational field equations are divided into constraints for initial values of the canonical variables, the gravitational evolution equations and the Dirac equations written in a dynamical form. The matter canonical variables are represented by SU(2)-spinor-valued 1/2-forms on three-dimensional surfaces in spacetime. The Poisson algebra of constraints and the problem of independent degrees of freedom are investigated.