The characters in "Spunk" by Zora Neale Hurston speak in a dialect known as African American Vernacular English (AAVE), which captures the speech patterns and idioms of Southern black communities in the early 20th century. This dialect is distinctive for its rhythm, grammatical structures, and vocabulary unique to the African American experience.