The following recordings featuring Joe Cooper are available in the National Jukebox:
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| Artist Role | Title | Description | Primary Performer(s) | Date | |
|---|---|---|---|---|---|
| Composer | Down old Harmony Way | Male vocal quartet, with orchestra | Peerless Quartet | 1913-06-04 | |
| Composer | That baboon baby dance | Male vocal duet, with orchestra | Collins and Harlan | 1912-04-15 | |
| Composer | Dance-o-mania | Jazz/dance band | Selvin's Novelty Orchestra | 1920-05-13 | |
| Composer | Just a little love song | Jazz/dance band | Paul Whiteman Orchestra | 1921-11-29 | |
| Composer | Please | Jazz/dance band | Jan Garber; Jan Garber Orchestra | 1924-06-04 | |
| Composer | Love, my heart is calling you | Jazz/dance band | The Manhattan Merrymakers ; Hugo Frey | 1923-10-02 |