Supposedly our voices are too low and we sound like noise to them. I watched a video where scientists transformed their voices to the same frequency as a mouse and they were able to train a cat.
I own cats, and I'm not sure if they are reacting to me or my voice. Regardless, I never said either was impossible. Only they react differently to high pitches.