You will need a lead like one of these but you need to try and work out the correct one:
https://www.dynamicsounds.co.uk/audi-wiring-harness-iso-adaptor-lead.html
Also, do you have steering wheel controls for volume etc as this can make things more complicated if you want to keep them working?