Speaker vowel formant normalization, a technique that controls for variation introduced by
physical differences between speakers, is necessary in variationist studies to compare
speakers of different ages, genders, and physiological makeup in order to understand non-
physiological variation patterns within populations. Many algorithms have been established
to reduce variation introduced into vocalic data from physiological sources. The lack of real-
time studies tracking the effectiveness of these normalization algorithms from childhood …