Defects in a baby's DNA are behind roughly half of cases of hearing loss in early life.
The mouse study, published in Science Translational Medicine, showed a virus could correct the genetic fault and restore some hearing.
Experts said the results could lead to treatments within a decade.
The team in the US and Switzerland focused on the tiny hairs inside the ear, which convert sounds into electrical signals that can be interpreted by the brain.