Described herein are abuse deterrent controlled release oral pharmaceutical compositions comprising and methods for making the same. In particular, an abuse deterrent controlled release oral pharmaceutical composition comprising a soft capsule and an abuse deterrent controlled release matrix comprising an active pharmaceutical ingredient are described.