SuperVoxelGPT creates shape-adaptive, deterministically ordered supervoxel tokens via saliency-guided CVT, cutting sequence length to 12.8% of uniform voxels while claiming SOTA quality and 10x speedup on Trellis-500K.
Coding speech through vocal tract kinematics
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2representative citing papers
SPARC articulatory features predict sEMG signals more accurately than phoneme features across aloud, mimed, and subvocal speech, with consistent anatomical patterns and above-chance performance even in silent mode.
citing papers explorer
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Comparison of sEMG Encoding Accuracy Across Speech Modes Using Articulatory and Phoneme Features
SPARC articulatory features predict sEMG signals more accurately than phoneme features across aloud, mimed, and subvocal speech, with consistent anatomical patterns and above-chance performance even in silent mode.