"Many people said that my comments were right. I am against rape. Rapist should be given the most severe punishment," he said at another rally, according to local media. "Innocent people should not be hanged. Rape is being debated in half the world. If I said this, what was wrong."
Matters were made worse when another senior leader of the SP, whose government oversees a population of 200 million and which draws much of its support from Muslims, appeared to suggest that women who were raped might also be hanged, along with the rapist.
Questioned by the NDTV news channel about Mr Yadav's comments, Abu Azmi said: "Rape is punishable by hanging in Islam. But here, nothing happens to women, only to men. Even the woman is guilty."
"When the reporter questioned him further, he replied: "Any woman if, whether married or unmarried, goes along with a man, with or without her consent, should be hanged. Both should be hanged. It shouldn't be allowed even if a woman goes by consent."
Mr Azmi's comments sparked further outcry, including a denunciation from his son, Farhan Azmi, who is contesting a seat in the city of Mumbai.
"I believe a rapist should be hanged a hundred times," he said. "I have five sisters and everyone in my family believes the same."
-The Independent