The couple, who married in 2008, have no children.
TMZ said Studdard cited irreconcilable differences as the reason for the split.
"Ruben and Zuri have gone their separate ways," Studdard's representative told the celebrity news Web site.
Celebrity Families of 2014 [PHOTOS]
Mindy Kaling mistaken for Malala Yousafzai