Ehsan told PTI over phone from an undisclosed location that he approached the "court" to clear his name of the charges that he issued a statement which harmed relations with the Afghan Taliban.
"The Islamic court of Taliban has accepted my petition," Ehsan said. "The court also restrained all parties from issuing a statement about the disputed matter."
He also said the "court" postponed the hearing due to Ramadan and will take up the petition after Eid-ul-Fitr.
He was punished apparently for allegedly siding with a local Taliban commander in Mohmand tribal district in an internal fighting which pitted a faction of Pakistan militants against Taliban fighters.
Taliban has appointed Sheikh Maqbol as his replacement.
It is for the first time that rebels have sacked a spokesman which shows increasing intra-Taliban tension ahead of US planned withdrawal from Afghanistan in 2014.