Ke$ha's "Starvin" stands as a defining track from her 2010 era, blending electro-pop with a distinct Southern hip-hop influence that characterized her work during this period. The song features a prominent collaboration with P. Diddy, whose vocal delivery anchors the track's rhythmic energy and reinforces the collaborative spirit of her discography at the time. Produced with a polished, high-energy sound, the recording captures the vibrant, party-centric atmosphere typical of early 2010s pop music, showcasing Ke$ha's ability to merge her signature vocal style with mainstream rap features. While the track lacks a specific album title in public records, it remains a significant song in her catalog, reflecting her evolution from indie-pop roots to a more commercial, chart-oriented sound that paved the way for her subsequent major releases.