Following her death, much of her work was overshadowed as new musical styles emerged that fit the changing tastes of modern society. Some of her work was lost, but as more African-American and female composers have gained attention for their works, so has Price. In 2001, the Women's Philharmonic created an album of some of her work. Pianist Karen Walwyn and The New Black Repertory Ensemble performed Price's "Concerto in One Movement" and "Symphony in E minor" in December 2011. Three settings of her work "Abraham Lincoln Walks at Midnight" were rediscovered in 2009 (a setting for orchestra, organ, chorus, and soloists, premiered on April 12, 2019 by the Du Bois Orchestra and Lyricora Chamber Choir in Cambridge, Massachusetts.