Hey everyone,
I just wanted everyone to have the solution here that way when others experience it, they can hopefully find this solution quickly. Luckily several of you like (MrArifFikri) touched on the solution already, I'll just specify the reason for clarity.
It comes down to power, or more importantly "current". Specifically with an iPad, USB power consumption is very finicky. So in order for the USB direct connection to your PC, USB hub, or laptop you need to make sure your iPad is charged to over 51%. This will reduce the power draw the iPad will attempt to pull from the USB connection. This should give you flawless charging and syncing capabilities. Now you can sidestep this in some cases by using USB ports on your hub, PC or laptop that are closer to the power supply, or series on the circuit board.
If your iPad is below 51%, you need to use the "cube" or power block that came with your iPad. (The smaller one for your iPhone is not recommended as it lacks the internal transformer that the iPad power block has) The reason for this, is that your iPad is attempting to draw too much current from the USB connection through a substrate, i.e. the PC, USB hub or laptop connection. They are only designed to allow a limited amount of current through those connection, thus your iPad continues to "trip" the charging circuit in the device because the power draw is too low.
I hope this helps stop the "doodledee.....deeedledoo" beeping madness you're experiencing! 🙂