So you anneal it again. This method can work, if the form is something you can melt out again.
Yes, also some parts are drawn from seamless tubing. Techniques tend to be a combination of hammering, burnishing, spinning, and drawing, often with different makers choosing differently even for the same part. For example the bell section can be formed as a cone (possibly with an insert to complete it) and hammered to expand the flare and spun to shrink the neck, or you can spin a flat disk into the bell and join it to a seperate cone... Tapered tubes can be formed from trapezoidal sheets and drawn to size, or simply drawn down from tubing over a mandrel, using an annealed fender washer as a die.