1- Install qemu-kvm.
sudo apt install qemu-kvm
2- Use the adduser command to add your user to the kvm group.
sudo adduser <username> kvm
3- And then own the file /dev/kvm using chown.
sudo chown <username> /dev/kvm
4- After the above steps the AVD should work as expected