DCR combines reverse distillation for benign conflict calibration with a contextual bandit for severe conflict arbitration, yielding competitive or superior results on five MER benchmarks.
Iemocap: Interactive emotional dyadic motion capture database,
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
MoVE uses specialized LoRA expert adapters and a soft router to translate non-verbal vocalizations in S2ST, reproducing them in 76% of cases versus at most 14% for baselines while scoring highest on naturalness and emotional fidelity.
citing papers explorer
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To Fuse or to Drop? Dual-Path Learning for Resolving Modality Conflicts in Multimodal Emotion Recognition
DCR combines reverse distillation for benign conflict calibration with a contextual bandit for severe conflict arbitration, yielding competitive or superior results on five MER benchmarks.
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MoVE: Translating Laughter and Tears via Mixture of Vocalization Experts in Speech-to-Speech Translation
MoVE uses specialized LoRA expert adapters and a soft router to translate non-verbal vocalizations in S2ST, reproducing them in 76% of cases versus at most 14% for baselines while scoring highest on naturalness and emotional fidelity.