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Turkey and Russia brokered a deal on Tuesday meant to allow the evacuation of rebel-held eastern Aleppo.
But heavy clashes broke out in the city on Wednesday after Iran was said by Syrian opposition officials to have imposed new conditions.
The Turkish sources did not give details of the talks between Cavusoglu and Secretary of State John Kerry.