The ASVspoof 5 challenge shows detection systems perform well on crowdsourced speech data but degrade under adversarial attacks and neural encoding or compression schemes.
a-DCF: An architecture ag- nostic metric with application to spoofing-robust speaker verification,
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ASVspoof 5: Evaluation of Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech
The ASVspoof 5 challenge shows detection systems perform well on crowdsourced speech data but degrade under adversarial attacks and neural encoding or compression schemes.