It probably replaces random, potentially distracting background noises, with something well known and predictable, thus not as distracting.

Can you focus while listening to music you never heard before?

It drowns out the voices in my head so they stopped distracting me with their ramblings.

Better have a single external source I can filter out instead of multiple internal I can"t.