What does "noise on the line" mean?

Hi There,

Just a quick question for those in the know. I am having issues with my internet speeds and connection and the customer service rep told me there appears to be a lot on noise on the line which is affecting the available speeds.

Can anyone tell me what this actually means? And what I/they can do to fix it?

Thanks a mill!