Hi again Vicki. Check out this app I found on Google Play store: Boot Animations (link)

You need to root your phone first for that to work.

Try to put your phone in silent mode. If that doesn't work, check sound settings for any option for system sounds and turn it off if there's any. Otherwise, there's nothing you can do unless you want to use a custom startup screen.