Systems and methods of generating device commands based upon spoken user commands are disclosed. An exemplary embodiment captures a series of images of a user of a media device, generates image information corresponding to the series of captured images, determines lip movement of the user from the generated image information, determines at least one spoken user command based upon the determined lip movement of the user, and determines a device command based upon the determined spoken user command. Then, the device command is communicated to, for example, a media presentation device, wherein an operation of the media presentation device is controlled in accordance with the determined spoken user command.