Swansea council said it was contacted by South Wales Evening Post after readers reported the problem in Townhill and Mayhill to the paper.
A council spokesman said a potential source of the sound had been located.
Members of the public were asked to contact the local authority's noise pollution team with information.
A mystery siren-like noise which is keeping Swansea residents awake at night has triggered an investigation by the council.