The rant, which was broadcast on Facebook Live also called gays “serpents”.
"You as a man, you open your mouth and take a man's penis in your face, you are perverted,” she said. “You are a woman and will shake your face in another woman's breast, you are perverted.”
You can watch the whole distasteful video here.
The singer is due to appear on Ellen’s show this week with Pharrell, to sing the lead track from the film Hidden Figures.
Ellen’s fans have taken to social media to demand she cancel Burrell’s appearance, and her costars in the film have equally condemned her hatred..
Singer Janelle Monae, who also appears in the film, has condemned her colleague’s rant, saying “I unequivocally repudiate ANY AND ALL hateful comments against the LGBTQ community.” She added, “Today and tomorrow and the next day I will continue to stand with other like minded people who condemn any and all statements and actions that would seek to deny the basic humanity of our fellow brothers and sisters. We cannot sit Idly by nor will we speak silently when we are confronted with such violence against members of our community.”
Burrell took to Facebook to make an apology - of sorts - saying, “To every person who is dealing with a homosexual spirit I love you because God loves you, but God hates the sin in you and me.”
Ellen is yet to comment on the scandal, and at time of writing Burrell was still booked to appear on the show.