It's Italian.
Messa di voce
Messa di voce is a singing technique that requires sustaining a single pitch while gradually making the voice louder and then softer. It is considered to be a particularly advanced test of singing ability.
So I'm thinking it's slang for "one voice" as in "at a time" talking to the gaggle of reporters.