You are partially correct in your understanding of how/why the a male's voice deepens during puberty. Let me just clarify a few things:
Androgen is a hormone that stimulates or maintains male sex organs
and characteristics (but keep in mind it's also present in women -- just at a lesser level). During puberty, the androgen levels increase
and signal ...