When you are using an elytra to fly, and you are less than one block above the ground, Minecraft starts playing the "Footsteps" sound even though you aren't walking/running.

How to reproduce:
Find a flat area.
Fly over it.
Land while flying flat.
Right before you land, you should start hearing the Footsteps sound early.