Interval size and quality refer to the distance between two notes and the characteristics that define that distance, respectively. The size is measured in terms of the number of diatonic scale degrees, while quality describes whether the interval is major, minor, perfect, augmented, or diminished. Understanding these concepts is crucial for analyzing melodies, harmonies, and chord progressions in music.