It takes approximately one hour to charge a SRAM AXS battery with an A/C adapter.
The power source can be a USB port on a computer. A/C home power adapters will also work.
See the video SRAM Road AXS | How to: Charge AXS batteries for a tutorial on removal, installation and charging of the batteries.