- The Song Is You (Remastered) · 1941
- The Song Is You (Remastered) · 1940
- Jazz Vocalists · 1996
- The Homefront 1941-1945 · 1941
- The Best of Big Band Jazz, Vol. 1 · 2008
- The Song Is You (Remastered) · 1942
- The Sentimental Gentleman of Swing · 1945
- Greatest Hits · 1940
- The Best of Tommy Dorsey (Remastered) · 1975
- The Essential Frank Sinatra With the Tommy Dorsey Orchestra · 1940
- The Homefront 1941-1945 · 1937
- The Homefront 1941-1945 · 1942
- The Homefront 1941-1945 · 1938
- 2020
Sencillos y EP
- 1920
Álbumes en vivo
- 1975