Unverified50% confidenceOpinionExact time
The study's conclusions come from a single research team's experimental setup, the out-of-domain evaluation is limited to only one dataset, VocalSet, and whether the interaction effect between vibrato and articulation rate holds stably in other singing styles remains to be independently verified.
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10/26/2026
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