This is different from the timer delay beeps.
The indoor siren confirmation beeps occur once the system is completely armed or disarmed. The beep occurs at the end of the exit delay and when disarmed.
To control this feature for the indoor siren, access the web app. Go to System Settings>>Siren Settings. under Siren Confirm Sounds, choose on or off.