- (1962)
- album: "Let's Talk About Love" - Warner Bros W1474
- (1992)
- album: "A Fine Romance" - HiBrite HTCP-10
- (1995)
- album: "Hits and Rareties" - Marginal MAR-001
- (1965)
- album: "Come Alive!" - Columbia CS 9295
- (1960)
- album: "Positively the Most!" - Warner Bros. W1346
- (1964)
- album: "Softly, the Brazilian Sound" - Warner Bros. WS1575
- (1982)
- album: "Dream Discovery" - Records DS-887
- (1962)
- album: "Look Out! It's Joanie Sommers" - (with Bobby Troup and Shelly Manne)
- (1962)
- album: "Johnny Get Angry" - Warner Bros. W1470
- (1966)
- album: "On the Flip Side - Original Cast Album" (w/ Rick Nelson, cuts 2, 4 and 8) - Decca 4824
- (1988)
- album: "Tangerine" - HiBrite PCB-203
- (1963)
- album: "Sommers' Seasons" - Warner Bros. WS1504
- (1962)
- album: "For Those Who Think Young" - Warner Bros. W1436
- (1961)
- album: "The 'Voice' of the 60's" - Warner Bros. W1412
- (2000)
- album: "Here, There and Everywhere!" - Absord ABCJ 313
- (2013)
- album: "Come Alive - The Complete Columbia Recordings" - Real Gone Music
- (2000)
- album: "Johnny Got Angry" - Absord ABCJ 314
- (2011)
- album: "Complete Warner Bros. Singles" - Real Gone Music
- (2005)
- album: "Sings Bossa Nova" - Absord ABCJ 339
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