Not only can the doppler effect do this with sound, it works with light too. Red shift causes visible light waves to "stretch", lowering their frequency toward the red end of the spectrum. Due to the expansion of the universe the farthest and oldest light waves have undergone red shift so much that they're way past infrared into microwave territory. That's what cosmic background radiation is.