The present invention relates to a cosmetic composition comprising, in a physiologically acceptable medium: - an aqueous phase, - spiculisporic acid, - at least one non-sulfate and non-sulfonate surfactant, and - at least one base, wherein the ratio R1 of number of moles of base over the number of moles of spiculisporic acid is strictly greater than 1.