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Tianjin University
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Leading models fall short in emotional intelligence, with EmoS achieving 83.8% accuracy and nearing human-level performance.
VocalRender achieves a remarkable $0.42$ improvement in naturalness over the strongest baseline, revolutionizing singing voice synthesis for real-world composition.