Embedded Files
Legend:
Original Audio: Normal noisy input to the model, x = r∗ (y + b)
Initial Model Output: Normal model behavior f (x), i.e., ŷ
Attacked Audio: Original audio plus a perturbation: x + δ
Attacked Model Output: f (x + δ)
Attacks on Denoiser with Varying Perceptibility Constraints:
Attacks on Denoiser with Varying Perceptibility Constraints:
Looser Perceptibility Constraint
Looser Perceptibility Constraint
Original Audio
Initial Model Output
adversarial_speech_epoch_0.wavadversarial_out_epoch_0.wavAttacked Audio
Attacked Model Output
adversarial_speech_best.wavadversarial_out_best.wavDefault Perceptibility Constraint
Default Perceptibility Constraint
Original Audio
Initial Model Output
adversarial_speech_epoch_0.wavadversarial_out_epoch_0.wavAttacked Audio
Attacked Model Output
adversarial_speech_best.wavadversarial_out_best.wavTighter Perceptibility Constraint
Tighter Perceptibility Constraint
Original Audio
Initial Model Output
adversarial_speech_epoch_0.wavadversarial_out_epoch_0.wavAttacked Audio
Attacked Model Output
adversarial_speech_best.wavadversarial_out_best.wavPage updated
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