Melville married Elsie M Isterling 25 Dec 1917, Harrison County, Indiana, USA. Elsie (daughter of Jacob Isterling and Mary M Flock) was born 31 Aug 1892, Indiana, USA; died 31 May 1959, Indianapolis, Marion County, Indiana, USA; was buried 3 Jun 1959, Indianapolis, Marion County, Indiana, USA. [Group Sheet]

Melville married Alice Molitor 29 Aug 1909, Lynbrook, Nassau County, New York, USA. Alice (daughter of Bernard Molitor and Katherine Burke) was born Abt 1889, Lynbrook, Nassau County, New York, USA. [Group Sheet]