This hissing noise (very low) and the silent pop is present in some of my other earphones also, so I didn't even react when it appeared on my Surface Earbuds.
My Bose SoundSport does the exact same thing, so does my Sony WI1000X, but with the Sonys it's less noticable. I'm thinking it's a bluetooth problem, but I dunno.