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Achieve a 62.7% BLEU score boost in speech emotion captioning by offloading only the trickiest parts of the problem to the cloud.
LALMs can now better capture the nuances of human emotion, moving beyond single-label predictions with a new ambiguity-aware training framework that aligns model outputs with the full spectrum of human perception.