Adversarial Example Detection on LibriSpeech (Psychoacoustic attack vs. benign)
98AUROCPVP
Evaluation results
| Method | Links | |
|---|---|---|
| PVPASR Model=seq2seq, Training precision=FP162026.03 | 98 | |
| PVPASR Model=seq2seq, Training precision=BF162026.03 | 98 | |
| PVPASR Model=CTC, Training precision=FP162026.03 | 95 | |
| PVPASR Model=CTC, Training precision=FP322026.03 | 93 | |
| PVPASR Model=seq2seq, Training precision=FP322026.03 | 93 | |
| PVPASR Model=CTC, Training precision=BF162026.03 | 91 | |
| PVPASR Model=Whisper, Training precision=FP162026.03 | 84 | |
| PVPASR Model=Whisper, Training precision=FP322026.03 | 79 | |
| PVPASR Model=Whisper, Training precision=BF162026.03 | 77 | |
| PVPASR Model=Transformer, Training precision=FP322026.03 | 64 | |
| PVPASR Model=Transformer, Training precision=FP162026.03 | 64 | |
| PVPASR Model=Transformer, Training precision=BF162026.03 | 63 |