The ASVspoof 5 challenge shows detection systems perform well on crowdsourced speech data but degrade under adversarial attacks and neural encoding or compression schemes.
An overview of log likelihood ratio cost in forensic science – where is it used and what values can we expect?
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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.