I lost my voice because of a cold.

Literal

Cold [object-を] caught [cause-せいで] voice [subject-が] not-come-out became.

~せいで means 'because of (something negative)' — carries blame. 声が出なくなった is 'voice stopped coming out.' せいで contrasts with おかげで (because of — positive).