Williams, 41, who is married to Helen Lasichanh, said women tend to be a lot more "sensitive", reported E!Online.
"I am a sensitive person, so I want to be with sensitive people. Women have a way of expressing themselves that I can relate to more honestly," he said.
The frequent collaborator, who has made songs with the likes of Snoop Dogg, Robin Thicke and Ed Sheeran, has his eye on creating some new music with one of the most talented female stars in the world, Adele.
"I think today comparisons are thrown about too easily when it comes to comparing current artists with legends. In Adele's case, I think it is warranted though," he added.