Morrison, 33, met the 28-year-old 'Fight for this Love' hitmaker on the set of their new movie "What to Expect When You're Expecting", reported Femalefirst.
"I am usually good with accents, but it did take me a second to understand Cheryl. It was actually really refreshing to meet her, because as someone who comes to London a lot, you can't leave there without hearing about Cheryl Cole, she is everywhere," Morrison said.
"So it was great to have a conversation with her as a human being and to get to know her. She was lovely... And so beautiful," he added.
Morrison says he loves to party when he is in the UK.
"What is funny is that in America I am such a homebody. I love cooking and being at home and that is my 'me' time. But I have acquired this group of friends from all of my trips here, so when I come over to the UK, we will always go out and paint the town red. I love it. There is something about this place that makes you want to drink alcohol," he said.