Help I wanna leave

Hi I’m been married for 16 years but lately I wanna leave I feel like I wanna do me for a while but I’ve been talking to another man for over a year and I feel I have fallen for him can you love two people I don’t want to hurt neither one am I being selfish or is this normal my husband knows I talk to the other guy he’s a family friend