Advances in speech synthesis have made deepfake audio highly realistic. Earlier studies reported 70-80% human detection accuracy, but relied primarily on older synthesizers. We compare human detection for three selected voice synthesis tools released in 2019, 2022, and 2024 with 82 IT professionals, and benchmark human...
Milan Salko, Anton Firc, Kamil Malinka et al.· 0 citations
Based on a three-year effort with Phonexia, a commercial speaker-recognition vendor, barriers encountered while building and deploying a detector are connected to concrete research and coordination proposals: shared standards for commercially usable datasets, realistic deployment benchmarks, and scores that non- expert...
Anton Firc, Kamil Malinka, V. Stanek et al.· 0 citations
This work derives a hardware-aware regime map and releases vqcsim-oracle, an open-source backend selector with 91.1%-97.7% top-1 agreement (including cross-GPU transfers), enabling automatic simulator selection in QML design loops.
Anton Firc, Martin Perešíni, Vojtěch Mrázek et al.· arXiv.org· 0 citations
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