When we digitise a natural audio signal, we are converting from the continuous analogue domain into the discrete digital domain.
Each sample must be represented by a number, with fixed precision: this is called quantisation.
When a signal changes over time, as speech does, we need to analyse short sections of the signal one-by-one, not the whole signal at once.