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This study aims to develop and validate data-driven computational models of the temporal coordination and production of NVC behaviors during dyadic social interactions in TD, ASD, and DD children. We also aim to identify the fine-grained properties of coordination of motor movement and NVC captured by computational models that are most predictive of diagnostic group and one-year language outcomes. Finally, we will explore novel NVC coordination patterns via bottom-up clustering of motor