Research suggests that pink noise, a common natural sleep aid, may be having a negative impact on sleep quality. Some studies warn that sound machines and similar devices could be disrupting sleep rather than improving it. The effectiveness of certain sleep gadgets, including those that use pink noise, is being called into question by new findings.