Brandy’s music has always felt personal—like she’s letting us in on something intimate, even when the track is a full-on bop.

James Weldon Johnson’s poem “Lift Every Voice and Sing,” set to music by his brother John Rosamond, was first presented as a hymn, then adopted as a song and soon cherished as an anthem. In its 125th ...