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Record FSL10K's real per-sound licence mix instead of claiming CC-BY 4.0
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Ship the bundled official classifier layer
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Retire the sample-class label and everything that read it
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Build a per-format decode corpus and make section 2 comparable
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Add ingest and accuracy benchmarks plus corpus tooling