Variety grown is arguably the first and foremost factor in getting sweet cantaloupes. After genetics, the usual culprit behind bad flavor is over fertilizing.
You can find some food for thought in this recent thread. Sweetest Canteloupe?
Also to note, Athena is a commercial hybrid cantaloupe that performs well in diverse climates. Look into giving it a try.