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Sheng-Tse Lin

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#machine learning Preprint Sep 2026

AcoustiClaim: A Numeric Claim Benchmark with Instrument Ground Truth

Audio language models state numbers for acoustic quantities, and neither human opinion nor a judge model says whether such a number is true of the signal. AcoustiClaim extracts each numeric claim from free text, scores it against the instrument that defines the quantity, and classes each quantity by where its reference...

Sheng-Tse Lin, Si-Yuan Zhai, Chien-Liang Kuo et al. · 0 citations

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