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Hong Kong University of Science and Technology
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Expressiveness preservation in speech-to-speech translation remains a significant hurdle, with systems scoring poorly on emotional and nonverbal fidelity despite achieving high translation accuracy.
Speech QA performance peaks at 4.17 Hz, challenging the assumption that higher frame rates always yield better reasoning outcomes.