This started after the newest Client was released.
The moment a game starts, it sounds like multiple explosions are looping through the audio feed, sounding like static (maybe ACU spawn explosion is looping endlessly?). Pausing the game, and the looping stops a second or two later. Resuming the game and the sound is back.
So far, occurs in matches and in replays.