The singer-songwriter claimed that his former Libertines bandmate will join him in Thailand to write new material together.
"I spoke to Carl yesterday and he's going to come out to Paris," Doherty told online show Hernu & Harris Unhinged.
"Then maybe we'll go back out to Thailand together and do some writing."
Doherty added that he has been "enjoying" his time in Paris since he was thrown out of a Thailand rehab clinic for being too disruptive.
"It's been three and a half weeks since I've laid beside a woman in the biblical sense. It's been good for my head," he said.
Doherty and Barat last teamed up together for the 2010 Reading and Leeds Festivals.
Carl Barat recently teased that he would be interested in a Libertines reunion.