I'm guessing here but torpedos are normally fired from a boat or sub a few miles away.

I imagine here they've modified one of their naval drones to go on it's own to near the port running on an internal combustion engine, then dive a few feet and go underwater on battery power the last bit.

Or maybe just battery rather than diesel electric? Batteries are quite good these days.