Sample size is the number of bits used to store one sample.
It is also called resolution.
The more bits used per sample, the closer the digital copy sounds to the original analog sound.
The larger the sample size, the bigger the file size but the better the quality of the sound.
CD-quality sound has a sample size of 16 bits