Jc. Lucero et al., ON THE REGISTRATION OF TIME AND THE PATTERNING OF SPEECH MOVEMENTS, Journal of speech language and hearing research, 40(5), 1997, pp. 1111-1117
In order to study speech coordination we frequently average kinematic
and other physiological signals. The averages are assumed to be more r
epresentative of the underlying patterns of production than individual
records. In this note we outline different approaches to averaging an
d present a new nonlinear normalization technique that offers better i
nformation than ensemble averaging, linear normalization, or feature a
lignment methods. We suggest that this technique provides a clear esti
mation of pattern shape while preserving information on the variation
over time.