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Iterative refinement in TTS can bridge the gap between low-resource data conditions and high-quality expressive synthesis, achieving near-supervised performance with minimal labeled data.
Gesture generation systems struggle to match the expressive quality of human motion, with top submissions lagging far behind motion-capture benchmarks.