My background is material's science so there might be another meaning physicists use that I'm not familiar with but my very simplified understanding/explanation of Phonons are that they are vibrations within a crystal lattice. These vibrations exists at all temperatures above absolute zero, so I don't think it is accurate to say phonons form due to reduced temperature.