| | | |
| After You've Gone | Stop Look & Listen: 1936-1939 | | 1999 |
| After You've Gone | Classic Jazz Archive | | 2005 |
| All the Things You Are | Seventeen Number Ones | | 1942 |
| All the Things You Are | The Essence of Tommy Dorsey | | 2008 |
| Alone | Seventeen Number Ones | | 1942 |
| Alone | 1928-1935 | | 1995 |
| Alone | The Complete Tommy Dorsey, Vol. 1 (1935) | | 1935 |
| Alone | The Essence of Tommy Dorsey | | 2008 |
| A Lover Is Blue | Tommy Dorsey Plays Sweet and Hot | | 1940 |
| Beale Street Blues | Classic Jazz Archive | | 2005 |
| Cocktails for Two | Classic Jazz Archive | | 2005 |
| Daybreak | The Sentimental Gentleman of Swing: Centennial Collection | | 2005 |
| Dolores | Seventeen Number Ones | | 1942 |
| Dolores | I'll Be Seeing You | | 1996 |
| Dolores | The Essence of Tommy Dorsey | | 2008 |
| East of the Sun | All Time Hit Parade Rehearsals | | 1944 |
| East of the Sun (And West of the Moon) | Stardust | | 1991 |
| East of the Sun (And West of the Moon) | I'll Be Seeing You | | 1996 |
| East of the Sun (And West of the Moon) | The Great Tommy Dorsey | | 1993 |
| East of the Sun (And West of the Moon) | All-Time Greatest Dorsey/Sinatra Hits, Vol. 2 | | 1942 |
| East of the Sun (And West of the Moon) | Tommy Dorsey Plays Sweet and Hot | | 1940 |
| Fools Rush In | I'll Be Seeing You | | 1996 |
| Fools Rush In | Stardust | | 1991 |
| Fools Rush In | Greatest Hits | | 1996 |
| Fools Rush In | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| Hallelujah | 1942 War Bond Broadcasts | | 1942 |
| Hallelujah! | Yes, Indeed! | | 1945 |
| Hawaiian War Chant | The Sentimental Gentleman of Swing: Centennial Collection | | 2005 |
| Hawaiian War Chant | Sentimental Swing | | 2004 |
| Hawaiian War Chant | The Great Tommy Dorsey | | 1993 |
| Hawaiian War Chant | Classic Jazz Archive | | 2005 |
| Hawaiian War Chant | All Time Hit Parade Rehearsals | | 1944 |
| Heartbreak Hotel | The Sentimental Gentleman of Swing: Centennial Collection | | 2005 |
| I'll Be Seeing You | All Time Hit Parade Rehearsals | | 1944 |
| I'll Be Seeing You | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| I'll Be Seeing You | I'll Be Seeing You | | 1996 |
| I'll Be Seeing You | Stardust | | 1991 |
| I'll Be Seeing You | The Essence of Tommy Dorsey | | 2008 |
| I'll Be Seeing You | All Time Hit Parade Rehearsals | | 1944 |
| I'll Never Smile Again | I'll Be Seeing You | | 1996 |
| I'll Never Smile Again | Seventeen Number Ones | | 1942 |
| I'll Never Smile Again | All Time Hit Parade Rehearsals | | 1944 |
| I'll Never Smile Again | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| I'll Never Smile Again | Stardust | | 1991 |
| I'll Never Smile Again | The Essence of Tommy Dorsey | | 2008 |
| I'm Gettin' Sentimental Over You | The Sentimental Gentleman of Swing: Centennial Collection | | 2005 |
| I'm Getting Sentimental over You | The Complete Tommy Dorsey, Vol. 1 (1935) | | 1935 |
| I'm Getting Sentimental over You | Tommy Dorsey Plays Sweet and Hot | | 1940 |
| I'm Getting Sentimental over You | Giants of the Big Band Era: Tommy Dorsey [Pilz] | | 1992 |
| I'm Getting Sentimental over You | Sentimental | | 1982 |
| I'm Getting Sentimental over You | Tommy Dorsey Plays Sweet and Hot | | 1940 |
| I'm Getting Sentimental Over You | Classic Jazz Archive | | 2005 |
| I'm Getting Sentimental Over You | Tommy Dorsey and His Greatest Band | | 1994 |
| I'm Getting Sentimental Over You | 1928-1935 | | 1995 |
| I'm in the Mood for Love | The Carnegie Hall V-Disc Session (April 1944) | | 1944 |
| I'm in the Mood for Love [#] | The Post-War Era | | 1950 |
| I've Got My Eyes on You | Tommy Dorsey Plays Sweet and Hot | | 1940 |
| Imagination | I'll Be Seeing You | | 1996 |
| Imagination | Stardust | | 1991 |
| Imagination | The Essence of Tommy Dorsey | | 2008 |
| Imagination | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| In the Blue of Evening | The Essence of Tommy Dorsey | | 2008 |
| In the Blue of Evening | All-Time Greatest Dorsey/Sinatra Hits, Vol. 2 | | 1942 |
| In the Blue of Evening | Seventeen Number Ones | | 1942 |
| In the Blue of Evening | Tommy Dorsey, Vol. 1 | | 1992 |
| Just as Though You Were Here | All-Time Greatest Dorsey/Sinatra Hits, Vol. 2 | | 1942 |
| Just as Though You Were Here | The Essence of Tommy Dorsey | | 2008 |
| Let Me Love You Tonight | Jazz Collector Edition, Vol. 2 | | 1991 |
| Let Me Love You Tonight | Well Git It! | | 1946 |
| Light a Candle in the Chapel | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| Night and Day | Classic Jazz Archive | | 2005 |
| Once in a While | Tommy Dorsey, Vol. 1 | | 1992 |
| Once in a While | Seventeen Number Ones | | 1942 |
| On the Sunny Side of the Street | Giants of the Big Band Era: Tommy Dorsey [Pilz] | | 1992 |
| On the Sunny Side of the Street | Sentimental Swing | | 2004 |
| On the Sunny Side of the Street | Well Git It! | | 1946 |
| On the Sunny Side of the Street | The Essence of Tommy Dorsey | | 2008 |
| On the Sunny Side of the Street | Tommy Dorsey and His Greatest Band | | 1994 |
| Our Love | Seventeen Number Ones | | 1942 |
| Our Love | The Essence of Tommy Dorsey | | 2008 |
| Our Love Affair | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| Our Love Affair | I'll Be Seeing You | | 1996 |
| Our Love Affair | The Essence of Tommy Dorsey | | 2008 |
| Our Love Affair | Oh! Look at Me Now and Other Hits | | 1990 |
| Polka Dots and Moonbeams | Oh! Look at Me Now and Other Hits | | 1990 |
| Polka Dots and Moonbeams | Stardust | | 1991 |
| Polka Dots and Moonbeams | The Great Tommy Dorsey | | 1993 |
| Polka Dots and Moonbeams | All-Time Greatest Dorsey/Sinatra Hits, Vol. 2 | | 1942 |
| Polka Dots and Moonbeams | I'll Be Seeing You | | 1996 |
| Santa Claus Is Coming to Town | 1928-1935 | | 1995 |
| Santa Claus Is Coming to Town | The Complete Tommy Dorsey, Vol. 1 (1935) | | 1935 |
| Smoke Gets in Your Eyes | Classic Jazz Archive | | 2005 |
| Smoke Gets in Your Eyes | The Great Tommy Dorsey | | 1993 |
| Stardust | The Great Tommy Dorsey | | 1993 |
| Stardust | I'll Be Seeing You | | 1996 |
| Stardust | The Essence of Tommy Dorsey | | 2008 |
| Stardust | The Complete Tommy Dorsey, Vol. 2 (1936) | | 1936 |
| Stardust | 1936 | | 1996 |
| Stardust | Irish American Trombone | | 1996 |
| Stardust | Stardust | | 1991 |
| Stardust | All-Time Greatest Dorsey/Sinatra Hits, Vol. 2 | | 1942 |
| Star Dust | The Sentimental Gentleman of Swing: Centennial Collection | | 2005 |
| Street of Dreams | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| Sweet Georgia Brown | Jazz Collector Edition, Vol. 2 | | 1991 |
| Take Me | The Essence of Tommy Dorsey | | 2008 |
| Take Me | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| Take Me | I'll Be Seeing You | | 1996 |
| Taking a Chance on Love | The Essence of Tommy Dorsey | | 2008 |
| Taking a Chance on Love | Giants of the Big Band Era: Tommy Dorsey [Pilz] | | 1992 |
| Taking a Chance on Love | Rare Instrumentals | | 2007 |
| The Blue Room | Rare Instrumentals | | 2007 |
| The Lonesome Road | The One and Only Tommy Dorsey | | 1987 |
| The Music Goes 'Round and Around | Seventeen Number Ones | | 1942 |
| The Music Goes 'Round and Around | Classic Jazz Archive | | 2005 |
| The Music Goes 'Round and Around | The Complete Tommy Dorsey, Vol. 1 (1935) | | 1935 |
| The Music Goes 'Round and Around | 1935-1936 | | 1996 |
| The Music Goes 'Round and Around | Having a Wonderful Time | | 1946 |
| The Music Goes Round and Round | The Essence of Tommy Dorsey | | 2008 |
| The One I Love (Belongs to Somebody Else) | I'll Be Seeing You | | 1996 |
| The One I Love (Belongs to Somebody Else) | All-Time Greatest Dorsey/Sinatra Hits, Vol. 2 | | 1942 |
| The Sky Fell Down | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
| The Song Is You | The Post-War Era | | 1950 |
| This Is the Beginning of the End | All-Time Greatest Dorsey/Sinatra Hits, Vol. 3 | | 1942 |
| This Love of Mine | All-Time Greatest Dorsey/Sinatra Hits, Vol. 2 | | 1942 |
| Tin Roof Blues | Classic Jazz Archive | | 2005 |
| Wagon Wheels | Tommy Dorsey, Vol. 1 | | 1992 |
| Wagon Wheels | The Carnegie Hall V-Disc Session (April 1944) | | 1944 |
| Wagon Wheels | Tommy Dorsey and His Greatest Band | | 1994 |
| Weary Blues | The Complete Tommy Dorsey, Vol. 1 (1935) | | 1935 |
| Weary Blues | Classic Jazz Archive | | 2005 |
| Weary Blues | 1928-1935 | | 1995 |
| Weary Blues | The Fabulous Dorseys | | 1991 |
| Well All Right (Tonight's the Night) | Yes, Indeed! | | 1945 |
| What Is This Thing Called Love? | All Time Hit Parade Rehearsals | | 1944 |
| Who? | The Essence of Tommy Dorsey | | 2008 |
| Who? | The Great Tommy Dorsey | | 1993 |
| Without a Song | I'll Be Seeing You | | 1996 |
| Without a Song | All-Time Greatest Dorsey/Sinatra Hits, Vol. 1-4 | | 1942 |
