According to the publication, the musician was in a hospital in New York for more than a week.
Schlesinger was one of the founders of Fountains of Wayne.
He has been awarded three Emmys and one Grammy.
Earlier, the British actor Andrew Jack and the American actor Mark Bloom died due to coronavirus.