Katharine Hilliard, mousy dean of a stuffy music school, meets and is insulted by swing band leader Barry Clayton on a train. To "show" him she takes a friend's advice, removes her glasses, and puts on a designer gown. Naturally, she becomes gorgeous. Soon, both Barry and crooner Jimmy Hale are after her, and she finds herself in the midst of triangles and misunderstandings.
Unfortunately the movie Do You Love Me is not yet available on HBO Max.
| Directing | Gregory Ratoff | Director |
| Writing | Bert Granet | Story |
| Crew | Dorothy Bennett | Additional Dialogue |
| Writing | Robert Ellis | Screenplay |
| Writing | Helen Logan | Screenplay |
| Crew | Seymour Felix | Choreographer |
| Camera | Edward Cronjager | Director of Photography |
| Visual Effects | Natalie Kalmus | Color Designer |
| Editing | Richard Mueller | Color Assistant |
| Art | Lyle R. Wheeler | Art Direction |
| Art | Joseph C. Wright | Art Direction |
| Art | Thomas Little | Set Decoration |
| Art | Jack Stubbs | Assistant Set Decoration |
| Editing | Robert L. Simpson | Editor |
| Costume & Make-Up | Edward Stevenson | Costume Design |
| Costume & Make-Up | Kay Nelson | Costume Design |
| Sound | Emil Newman | Music Director |
| Sound | Charles Henderson | Music Director |
| Sound | Herbert W. Spencer | Orchestrator |
| Costume & Make-Up | Ben Nye | Makeup Artist |
| Crew | Fred Sersen | Special Effects |
| Sound | Alfred Bruzlin | Sound |
| Sound | Roger Heman Sr. | Sound |
| Production | George Jessel | Producer |