Originated in Latin, from the word 'aemulus' meaning 'imitating' or 'rivaling', Amelia grew from the Roman 'Aemilia' and is associated with the English name Emily.
Latin
From The Name Book: Over 10,000 Names - Their Meaning, Origins, and Spiritual Significance by Dorothy Astoria.