The couple have been married for nine years.
"We have enjoyed more than a decade of a very loving, loyal and happy relationship, but after much soul searching, we have decided to end our marriage. We are committed to staying friends and dance partners. We have immense respect for each other as people and performers," the pair said in a joint statement issued to People.com Wednesday.
Notable deaths of 2014 [PHOTOS]