Confinement of acoustic phonons in cavities implemented in 2D materials was demonstrated for 50-600GHz frequency range. The lifetime of the confined phonons was shown to approach a limit defined by lattice anharmonicity. Sets of coupled cavities and frequency comb generator were built to illustrate potential for a phonon-based signal processing.