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Generation Provenance Before Behavior Attribution: Auditing Synthetic Speech Research Objects

Chang, Sidi et al.
arXiv (All) · Papers
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68t05computation-and-languagei-2-6
Attributing model behavior to synthetic training data requires knowing what produced each training item before estimating what that item caused. A waveform-label pair does not preserve this knowledge. We propose a generation-provenance substrate in which a synthetic research object binds source spec
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