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cs.CR2026
V.O.I.C.E (Voice, Ownership, Identity, Control, Expression): Risk Taxonomy of Synthetic Voice Generation From Empirical Data
Tanusree Sharma, Anish Krishnagiri, Lili Dudas +2
As generative voice models are rapidly advancing in both capabilities and public utilization, the unconsented collection, reuse, and synthesis of voice data are introducing new cla…
cs.CR2025
Why Speech Deepfake Detectors Won't Generalize: The Limits of Detection in an Open World
Visar Berisha, Prad Kadambi, Isabella Lenz
Speech deepfake detectors are often evaluated on clean, benchmark-style conditions, but deployment occurs in an open world of shifting devices, sampling rates, codecs, environments…