Generation of Augmented Audio Data Using GAN

i have 2 audio samples , One audio set belongs to Children and other belongs to Adult. i want Augmented data of both the audio files.
Input1 : Adult data ---------------------------------Output 1 : Augemented Children Data
Input2 :Children data ---------------------------------Output 2 : Augemented Adult Data