Dialogue refers to the conversational exchanges between characters in a literary work, while vernacular speech denotes the everyday language or dialect spoken by the common people of a specific region. Together, they play a crucial role in realism by portraying authentic characters and settings, making the narrative relatable and true to life. This approach allows writers to capture the essence of their societies and depict the struggles and nuances of ordinary life.