Cousins is a former Ravens third-round draft pick from Texas-El Paso.
Cut in 2011, Cousins was claimed off waivers by the Browns in 2011.
He started four of 16 games played last season for the Browns as their starting right offensive guard.
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Aaron Wilson covers the Ravens for The Baltimore Sun