Global anchoring outperforms pairwise verification in synthetic speech source tracing by preserving more discriminative embedding directions, yielding lower error rates on in-domain and out-of-domain data.
Synthetic speech detection through short-term and long-term prediction traces,
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The Hidden Cost of Pairwise Verification in Synthetic Speech Source Tracing
Global anchoring outperforms pairwise verification in synthetic speech source tracing by preserving more discriminative embedding directions, yielding lower error rates on in-domain and out-of-domain data.