03/21/2014 AT 06:30 PM EDT
and his wife, Cathy, have divorced after 22 years of marriage.
The couple's divorce was finalized in a Paris court, TMZ
The French deejay met Cathy in 1992 and the pair wed the same year. They have two children, Tim Elvis, 10, and Angie, 6, and frequently worked together on music projects and events.
Grammy-winning Guetta, 46, who has worked with Rihanna
, Jennifer Lopez
and Avicii among others, is worth an estimated $30 million.
The reason for their divorce is not known, but the couple celebrated their 20-year anniversary by renewing their vows in 2012 on the island of Ibiza.