They didn't go full LED on all vehicles yet, but many Aftermarkets are offering the LED conversions for headlight, taillight and any auxiliary (read: you add-on) lighting. Many come with a dimming feature - like when you close the doors and the interior lighting stays on to illuminate, taps into power and runs it's own timer, changes colors - stuff like that, wires into the harness and battery - and if not routed the best way back to the loom or grounds - you can get noises..
The 2005 truck though, they don't usually have noisy stuff from regular bulbs, now if you have a "ding-dong" buzzer that sets off when you turn on the lights or if your trailers wiring harness requires a return to show the trailer is still connected - the absence of the trailer disconnect loop wire can cause the "noise alarm" you're hearing because the brakes are in full sensitivity.
Seems that China likes to make $$$ on Great "cute stuff" to have - but to work it needs a clocking function - hence the noisy results. Seen this on many semis to pickups and cars, many aftermarkets can do goofy things to the vehicle - you should have seen some of the head scratchers we had at the shop.
A lot of aftermarket stuff doesn't always get checked for proper operation amongst all vehicle or platforms they run, so it would not surprise me to know that even OEM equipment is causing this.