Arduino DUE high pitched sound

Hi,

Whenever I plug in my DUE it makes a super high pitched squeal. I think it is similar to the problem faced in this reddit post.

Some of the comments are saying to replace it and some are saying it is not a big deal. Upon further googling with this problem on other boards, the decoupling capacitor seems to be pointed towards as the problem.

Do I need to replace the board, is it fixable, any thoughts?