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    "headline": "The Audio Test Added Six Languages and a View of the Scene",
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    "dek": "EXAM² combines speech, sound, music, mixed audio and images in one multilingual benchmark.",
    "summary": "EXAM² combines speech, sound, music, mixed audio and images in one multilingual benchmark.",
    "body_text": "The benchmark contains 5,667 multiple-choice questions, 22,614 image instances and 135,684 translations across six languages. Tested audio and multimodal models showed substantial multilingual and cross-modal gaps; a lightweight fusion model fine-tuned on the training split improved up to 12.4 percent in multilingual tests and 21.7 percent in multimodal evaluation over its stated baseline.",
    "why_it_matters": "EXAM² combines speech, sound, music, mixed audio and images in one multilingual benchmark.",
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    "tags": [
      "audio models",
      "multilingual",
      "multimodal evaluation"
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      "title": "arXiv preprint 2608.23758",
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    "title": "The Audio Test Added Six Languages and a View of the Scene",
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