A system that utilizes artificial intelligence to create rap vocals is examined. These systems typically allow users to input lyrics and select a desired vocal style, after which the system generates an audio file of the lyrics being “rapped” in the chosen style. As an example, a user might provide the lyrics to a short verse and then select a vocal style emulating a specific artist; the system would then produce an audio file of those lyrics rendered in that style.
The development of tools capable of producing realistic or stylized vocal performances has significant implications for music production, content creation, and accessibility. Historically, creating such performances required skilled vocalists and studio time. This technology lowers the barrier to entry for musical experimentation, allowing individuals to prototype ideas and produce content independently. Moreover, it presents possibilities for generating customized audio content for a range of applications, including advertising and entertainment.