The siren is sounding, and you don't know for how long
Sonic Shock alarms are typically installed in commercial sites, and thus are designed to run years without battery changes. By design they do not sound a "low battery" chirp.
Any 9 volt Lithium non-rechargeable battery
Weatherproof versions should use the Lithium non-rechargeable battery.