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The music video for Taking Back Sunday's "Sink Into Me" features a cameo by renowned DJ and music producer Steve Aoki. In the video, Aoki is seen in a prominent role, interacting with the band members and contributing to the overall narrative of the song. Aoki's presence adds an exciting element to the visual experience, further enhancing the song's impact on the viewers.