Makeba produced Rihanna 's vocals for Eminem 's single `` Love the Way You Lie '' . Makeba produced Rihanna 's vocals for Eminem 's single `` Love the Way You Lie '' . Rihanna produced Eminem 's vocals for Makeba 's single `` Love the Way You Lie '' .