- Feb 2 (Elfriede) "Elfi" von Dassanowsky, Austrian-American opera singer, pianist, vocal coach, and film producer, born in Vienna, Austria (d. 2007)
- Feb 2 Sonny Stitt [Edward Hammond Boatner Jr], American jazz saxophonist (Blows the Blues), born in Boston, Massachusetts (d. 1982)
- Feb 7 Dora Bryan [Broadbent], British stage and screen actress (A Taste of Honey), novelty singer ("All I Want For Christmas Is A Beatle"), and hotelier, born in Southport England, (d. 2014)
- Feb 7 Johnny Jordaan [Johannes van Musscher], Dutch pop and levenslied singer, born in Amsterdam, Netherlands (d. 1989)
- Feb 9 George Guest, Welsh organist and choir director, born in Bangor, Gwynedd, Wales (d. 2002)
- Feb 10 Randy Van Horne, American vocalist (Nat King Cole Show, The Flintstones, The Jetsons), born in El Paso, Texas (d. 2007)
- Feb 14 Arghyris Kounadis, Greek composer, born in Istanbul, Turkey (d. 2011)
- Feb 17 Margaret Truman, American presidential daughter, writer (Murder at FBI), and pianist, born in Independence, Missouri (d. 2008)
- Feb 23 Lejaren Hiller, American composer (Illiac Suite), born in New York City (d. 1994)
- Feb 24 Lionel Dakers, British cathedral organist (Royal School of Church Music), born in Rochester, Kent (d. 2003)
- Feb 26 Mark Bucci, American opera, theater, and film composer and lyricist (1959 Arts & Letters Award), born in New York City (d. 2002)
- Feb 27 Heimo Erbse, German concert, opera, and theater composer (Julietta), born in Rudolstadt, Germany (d. 2005)
About February 1924
How Old? 100 years old
Generation: Greatest Generation
Leap Year: Yes
Country Singers
Jazz Singers
Opera Singers
Pop Singers
Rappers
Rock Singers