Dont say anything.

Just kiss him, get it out of the way.

There's no such thing as the right time or moment, and if you wait for the right words, he may have found somebody else.

PS. Thats how I started dating my best friend (we confessed mutual feelings years prior in HS, but nothing happened), we eventually kissed, and that was that.