It's a poetic phrasing, and it has this feeling of giving a powerful speech to a large crowd.
"Hear you..." is a command to the crowd. "Me" is what the crowd should pay attention to.
Basically, it means "listen to me" in modern English. An old phrase with the same meaning is "hearken ye".