The arms shown in the Manesse manuscript come from the imagination of a 14th-century artist, drawing on the figure of the Red Knight in Parzival, and have no heraldic connection with Wolfram.
Wolfram's work indicates a number of possible patrons (most reliably Hermann I of Thuringia), which suggests that he served at a number of courts during his life.