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Fantasia Barrino, often known as simply Fantasia, performed the soulful rendition of George Gershwin's "Summertime" during her time on the third season of American Idol. Her captivating interpretation showcased her powerful vocals and left a lasting impression on both the judges and audience, solidifying her status as a rising star in the music industry.