Having hunted submarines while in the Navy, the electric driven subs, ie conventional subs ARE HARDER TO FIND than nuclear boats which are steam turbine driven. Diesel Electric boats are VERY quiet on batteries and can stay submerged for days.
Batteries are really quiet. However recharging with a diesel can make a good bit of noise. We did it for lots of years before the nukes.