You shouldn't need to do that on good, modern detectors. When you press the 'mute' button the detector should disable itself from sounding further, and not re-arm until the smoke reading has fallen back to ambient levels. In our house, they emit three short beeps to signal the householder that they have re-armed.
However, very erratic 'pulses' of smoke may fool it.