Okay I think I found the answer. I have a note 3, but I hope that this solution will work across all Samsung phones.
1 - Go into S Voice and click settings
2 - (As others have suggested) - Scroll down to the 'wake up' category and make sure that the "Wake up Command" and "Voice Wake Up"...