To enable KVM your user must be added to the 'kvm' group:
$ usermod -aG kvm <username>
Don't forget to load the appropiate KVM module for your CPU (x86 only):
$ modprobe kvm-amd # for AMD CPUs
$ modprobe kvm-intel # for Intel CPUs