Yes, it means a rumor.
"The word" is the rumor.
"Around" means that rumor, story, or information circulates. Everybody hears about it.
"Gets," here, means "is achieved, somehow." It means "it happens, but I don't know how it happens."
Here's another example of "the word" meaning information, news, or rumor: "The word is that Fred Wang is going to be promoted to head of the R&D department."
Here is another example of "get" meaning "happens, somehow" or "is achieved, somehow:"
"Something happened in his senior year and he got himself expelled from school."