The performances will be broadcast the following week, on April 16, on PBS stations.
Some featured performers will also meet with 120 middle- and high-school students from across the country and answer questions about their experiences.
The tribute to Memphis Soul will be the 10th musical performance event at the White House hosted by the president and first lady. Previous performers have included Paul McCartney, Stevie Wonder and B.B. King, among others.