The couple has been together for about seven years and have four children. They saw each other for the first time in recent weeks on Monday.
Photos obtained by TMZ shows the pair in a car ride together, both appearing to be very emotional. Kim is seen crying during a stop at a fast-food restaurant, as the contentious conversation was captured by the paparazzi.
Kim was visibly not wearing her wedding ring as she has been trying to get help for Kanye, who has publicly refused it.
The source claims Kanye is very focused on various projects which include his music and the recent announcement of the Gap partnership for his clothing brand Yeezy.