The couple "quietly parted ways earlier in the year," Murray's representative told People.com Friday.
No reason was given for the split.
Murray, 32, met Dalton, 25, in 2005 when she guest starred on his TV show, "One Tree Hill." They announced their engagement the following year.
Celebrity Families of 2014 [PHOTOS]