yes

Legally, after seperation, you are allowed to make new 'friends.' Therefore, if you want to technically be exculpated from adultery, your new love affair must happen after the first day of seperation with your spouse. Though seperation is not necessarily in paper form, you have to articulate the intention to seperate to your spouse. Good luck!