2003 Toyota Avalon - Engine issues

during acceleration the engine bogs down, looses power, making loud noises

Amazing how many posts like this where with symptoms of this nature, the CEL, nor any other warning lights are triggered.

Inspect the intake air tubes from the air cleaner to the throttle body for cracks/separation.