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New model suggests low-dimensional control for complex tongue movements in speech

By PulseAugur Editorial · [1 sources] ·

Researchers have proposed a new model for speech production, suggesting that complex tongue movements can be controlled by a few low-dimensional modes. These modes, when combined linearly under simple dynamical laws, can accurately replicate observed tongue shape dynamics. This framework offers an explanation for nonlinearities in one-dimensional articulatory measures and posits that these shape modes may represent underlying muscle synergies. AI

RANK_REASON The cluster contains an academic paper detailing a new model for speech production. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New model suggests low-dimensional control for complex tongue movements in speech

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The cluster contains an academic paper detailing a new model for speech production. [lever_c_demoted from research: ic=1 ai=0.4]
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COVERAGE [1]

  1. arXiv cs.CL TIER_1 English(EN) · Sam Kirkham, Patrycja Strycharczuk ·

    A low-dimensional dynamical basis for tongue shape control

    arXiv:2610.23456v1 Announce Type: new Abstract: Speech production involves the control of a high-dimensional articulatory system with many degrees-of-freedom, but a widespread hypothesis is that speakers navigate this complexity using a set of lower-dimensional control variables.…

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