A bale processing machine that removes a binding from a bale allows for rapid bale processing. A method for removing the binding from the bale includes supporting the bale with a bale support at an elevated positon and securing the binding to a binding engagement device. The method also includes cutting the binding and removing the bale support from beneath the bale, such that at least a portion of the bale falls by gravity away from the binding secured to the binding engagement device.