The Justice for Magdalene group's Dr Katherine O'Donnell said laundry victims "lived in shame and secrecy and silence" and called for a state apology and reparation scheme.
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The Foreign Secretary was unable to rule out the possibility of continuing to pay money into the EU when he spoke to Peston On Sunday.
He told Peston on Sunday: "The country is crying out for leadership from the Prime Minister. We want to know her vision."
All the profits from the sale of each download of the forthcoming single would go to Shooting Star Chase and Together for Short Lives.