I feel sick of my company and colleagues

My desk is with that of my male colleagues in the technical position. I didn't really like the atmosphere on my first day at work, but I always thought it was because I had't adapated to the new environment yet. It was not until after work yesterday that I heard this group of men constantly speaking ill of my mentor (I think my mentor is a very strong woman), and then gathering together to tell some vulgar and obscene jokes. I'm quite sure now that the problem lies with them... And this company is not short of such male colleagues. I just want to throw up on them🤢🤢🤢
I signed a contract with the company and still have to work for at least two months!!! SO FRUSTRATING