Change the label of a USB drive in Linux without a gui 

sudo mlabel -i /dev/sdd1 ::NewLabel

August 5, 2011 — bashoneliners

Explanation

Replace /dev/sdd1 with whatever your USB stick is mounted on.

system-administration disk-management
sudo