Although the 'Power' rapper was initially reluctant to attend the female only bash, he now plans to make an appearance with Lamar Odom, who is married to Kim's sister Khloe and Scott Disick, the partner of her other sibling Kourtney.
Khloe told radio host Ryan Seacrest: ''It's girls only but Kanye will come at the end.
''But then I think Scott [Disick] and Lamar [Odom] might bring Kanye. That might happen at the end. That's what we were all deciding. Because Kanye says he feels a little weird for him to be the only guy at it. I think if all the guys come at the end, it's good.''
It was previously claimed Kim, 32, had begged 35-year-old Kanye to attend, but he was uncomfortable with the idea.
A source said: ''Kim had to beg Kanye to stop by the baby shower which is taking place on June 2. The baby shower will be filmed for 'Keeping Up With The Kardashians,' and he just doesn't want to appear on the show at all, period.
''Kim nagged him until he agreed when she said it would look really bad if he didn't show up. Kanye thinks it's silly to even go to the baby shower since he will be the only man there. He will be there for less than ten minutes, tops. It was important to Kim that he go, so he agreed.''