At least for the Moto X it's somewhat tied to your own voice. But Google didn't want to wait until all devices had such chips, so they implemented the hot word

At least for the Moto X it's somewhat tied to your own voice. But Google didn't want to wait until all devices had such chips, so they implemented the hot word thing without any voice training.