Speaker Verification on Evaluation Dataset
44.2xSVAQT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QTPurification Framework=WaveGuard, Protection Method=AntiFake, VC Method=OpenVoice*, Scenario=Black-box2025.07 | 44.2 | 38.8 | |
| MSPurification Framework=SpeakerGuard, Protection Method=AttackVC, VC Method=DiffVC, Scenario=White-box2025.07 | 32.7 | 44.4 | |
| QTPurification Framework=WaveGuard, Protection Method=AntiFake, VC Method=SeedVC*, Scenario=Black-box2025.07 | 32.3 | 46.3 | |
| MSPurification Framework=SpeakerGuard, Protection Method=VoiceGuard, VC Method=OpenVoice, Scenario=White-box2025.07 | 22.1 | 21.6 | |
| MSPurification Framework=SpeakerGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 16.8 | 10.7 | |
| DSPurification Framework=WaveGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 15.1 | 7.8 | |
| LPCPurification Framework=WaveGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 11.8 | 6.8 | |
| DiffSpecPurification Framework=AudioPure, Protection Method=AttackVC, VC Method=OpenVoice, Scenario=White-box2025.07 | 10.6 | 6 | |
| QTPurification Framework=WaveGuard, Protection Method=AttackVC, VC Method=YourTTS, Scenario=White-box2025.07 | 8.4 | 1 | |
| DiffSpecPurification Framework=AudioPure, Protection Method=AntiFake, VC Method=SV2TTS, Scenario=White-box2025.07 | 6.7 | 0 | |
| BPFPurification Framework=SpeakerGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 5.9 | 1 | |
| FFPurification Framework=WaveGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 5 | 2.9 | |
| DiffSpecPurification Framework=AudioPure, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 4.8 | 5 | |
| DiffSpecPurification Framework=AudioPure, Protection Method=VoiceGuard, VC Method=DiffVC, Scenario=White-box2025.07 | 4.8 | 1.6 | |
| QTPurification Framework=WaveGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 4.2 | 4.9 | |
| QTPurification Framework=WaveGuard, Protection Method=VoiceGuard, VC Method=YourTTS, Scenario=White-box2025.07 | 4.2 | 1.9 | |
| DiffSpecPurification Framework=AudioPure, Protection Method=AntiFake, VC Method=OpenVoice*, Scenario=Black-box2025.07 | 3.8 | 4.3 | |
| ASPurification Framework=SpeakerGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 3.4 | 1 | |
| LPFPurification Framework=SpeakerGuard, Protection Method=AntiFake, VC Method=YourTTS, Scenario=White-box2025.07 | 3.4 | 1.9 | |
| QTPurification Framework=WaveGuard, Protection Method=AntiFake, VC Method=SV2TTS, Scenario=White-box2025.07 | 1.9 | 1.7 | |
| QTPurification Framework=WaveGuard, Protection Method=VoiceGuard, VC Method=OpenVoice, Scenario=White-box2025.07 | 0 | 0 |