taxpayer and spouse do not live together over a year going on 2 years. 

last year filed MFJ 

there are 2 dependents 

he lives in a different house

can taxpayer file HOH and claim 2 children for dependents and spouse file single? 

They are not officially divorced, but have a notarized separation agreement (state is NJ)

Thank you