In order to remove the seat fabric you must first remove the seat ring from the base. Once the seat ring is removed, unbuckle the clip underneath the vibration module, unzip the fabric along both sides and slide the fabric off of the seat ring.
See the Replace seat fabric video.
https://4moms.zendesk.com/hc/en-us