When a certain person talks over the phone with the microphone strapped with a handkerchief, his/her voice become indistinguishable, why?

The presence of handkerchief over the microphone may changes various factors of sound such as -timber, intensity , harmonics , overtone and even the frequency. Change of these parameters makes the sound indistinguishable.