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Dataset Information

Encoding of Articulatory Kinematic Trajectories in Human Speech Sensorimotor Cortex.


ABSTRACT: When speaking, we dynamically coordinate movements of our jaw, tongue, lips, and larynx. To investigate the neural mechanisms underlying articulation, we used direct cortical recordings from human sensorimotor cortex while participants spoke natural sentences that included sounds spanning the entire English phonetic inventory. We used deep neural networks to infer speakers' articulator movements from produced speech acoustics. Individual electrodes encoded a diversity of articulatory kinematic trajectories (AKTs), each revealing coordinated articulator movements toward specific vocal tract shapes. AKTs captured a wide range of movement types, yet they could be differentiated by the place of vocal tract constriction. Additionally, AKTs manifested out-and-back trajectories with harmonic osci

SUBMITTER: Chartier J 

PROVIDER: S-EPMC5992088 | biostudies-literature | 2018 Jun

REPOSITORIES: biostudies-literature