Publications

Modeling speaker-specific vocal tract kinematics from gestural scores

Abstract

The theory of Task Dynamics provides a method of predicting articulatory kinematics from a discrete phonologically-relevant representation (“gestural score”). However, because the implementations of that model (e.g., Nam et al., 2004) have generally used a simplified articulatory geometry (Mermelstein et al., 1981) whose forward model (from articulator to constriction coordinates) can be analytically derived, quantitative predictions of the model for individual human vocal tracts have not been possible. Recently, methods of deriving individual speaker forward models from real-time MRI data have been developed (Sorensen et al., 2019). This has further allowed development of task dynamic models for individual speakers, which make quantitative predictions. Thus far, however, these models (Alexander et al., 2019) could only synthesize limited types of utterances due to their inability to model temporally overlapping …

Date
2021
Authors
Yijing Lu, Justin Ly, Shrikanth Narayanan, Louis Goldstein, Asterios Toutios
Journal
The Journal of the Acoustical Society of America
Volume
150
Issue
4_Supplement
Pages
A188-A189
Publisher
Acoustical Society of America