I took the exhaust manifold heat shield yesterday and it was still making that sound

... there was also a crack that I know has always been there since I see condensation/a little smoke coming out of the manifold shield area during cold starts so I knew there was an exhaust leak but why all of a sudden do this kinda sound though.. I'm stumped