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Synthesizing vocal tract magnetic resonance imaging sequences with phoneme-aware diffusion models

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Purpose: Real-time speech MRI offers critical insights into articulatory dynamics for diagnostics, therapy, and speech science, but direct speech-to-MRI mapping remains highly challenging. We present a diffusion-based framework t... ...