Sounds like diatoms. Look at my website as I have some photos for identification. Normal in new tank setups and usually goes in a few weeks. Also can be caused by low light levels. More details of setup would help.
Tank: 10 US Gallons
Plant affected: Java fern
Other plants: Vallisneria, Water Wisteria, & hornwort
Lighting: 50 watts
Cleaning: Haven't figured that out, I would say 20% weekly, the tank was just set up.
A newly setup tank is why then. Silicates in the gravel are the cause of the diatoms. Keep up with the water changes and cleaning, and the diatoms should soon go.