Representatives for the couple did not immediately respond to Fox News Digital’s request for comment.
Tish and Billy Ray tied the knot in 1993. The couple shares five adult children together – Miley.
This isn’t the first time the couple has initiated divorce proceedings.
Billy Ray first filed for divorce in 2010, but ended up withdrawing his petition months later.