Getting a good night’s sleep is hard. A third of all American adults report getting less than the daily recommended amount of sleep nearly every night. Too little noise, and the mind starts to race.

For those in search of safe, non-drug sleep aids, sound machines are a popular choice. A National Sleep Foundation poll from 2012 found that 5% of Americans sleep with a “sound conditioner,” which is ...