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GEPPETO-OFC: An optimal feedback speech motor control model integrating biomechanical constraints and multisensory
Ny Tsiky Rakotomalala1, Pierre Baraduc1, Pascal Perrier1
1University of Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab, 38000 Grenoble, Franceny.tsiky.onintsoa@gmail.com, pierre.baraduc@grenoble-inp.fr, pascal.perrier@grenoble-inp.fr.
Abstract:
We present a speech motor control model that integrates optimal feedback control (OFC) for movement planning and execution with a biomechanical model of the vocal tract. The OFC model was designed to optimize a cost function that combines motor effort and the achievement of multisensory goal zones. We show that the model can account for various aspects of speech production: kinematic properties, coarticulation, and sensorimotor integration. Furthermore, we provide evidence that hearing, proprioception, and tactile feedback may play distinct roles in shaping speech trajectories.
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