Difference between revisions of "2025:Song Deepfake Detection Results"
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Yzyouzhang (talk | contribs)  (Created page with "=Baselines=  {| class="wikitable" style="vertical-align:bottom;" |- style="font-weight:bold;" ! System ! Methods Used ! style="text-align:right;" | EER on WildSVDD test_A ! st...")  | 
				Yzyouzhang (talk | contribs)   (→Results)  | 
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| − | =  | + | =Results=  | 
{| class="wikitable" style="vertical-align:bottom;"  | {| class="wikitable" style="vertical-align:bottom;"  | ||
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! System  | ! System  | ||
! Methods Used  | ! Methods Used  | ||
| + | ! Trained on the training set of  | ||
! style="text-align:right;" | EER on WildSVDD test_A  | ! style="text-align:right;" | EER on WildSVDD test_A  | ||
! style="text-align:right;" | EER on WildSVDD test_B  | ! style="text-align:right;" | EER on WildSVDD test_B  | ||
! style="text-align:right;" | EER on SONICS test  | ! style="text-align:right;" | EER on SONICS test  | ||
| − | |-   | + | |-    | 
| − | |   | + | | Baseline1  | 
| RawNet - Mixtures  | | RawNet - Mixtures  | ||
| + | | WildSVDD  | ||
| style="text-align:right;" | 9.44  | | style="text-align:right;" | 9.44  | ||
| style="text-align:right;" | 30.85  | | style="text-align:right;" | 30.85  | ||
| − | | style="text-align:right;" |   | + | | style="text-align:right;" | 24.36  | 
| + | |-  | ||
| + | | Baseline2  | ||
| + | | SpecTTTra - Mixtures  | ||
| + | | SONICS  | ||
| + | | style="text-align:right;" | 48.92  | ||
| + | | style="text-align:right;" | 43.96  | ||
| + | | style="text-align:right;" | 1.75  | ||
| + | |- style="background-color:#FF0;"  | ||
| + | | Baseline3  | ||
| + | | Wav2vec2 + AASIST - Mixtures  | ||
| + | | WildSVDD + SONICS  | ||
| + | | style="text-align:right;" | 6.14  | ||
| + | | style="text-align:right;" | 20.82  | ||
| + | | style="text-align:right;" | 2.05  | ||
|}  | |}  | ||
Latest revision as of 22:29, 10 September 2025
Results
| System | Methods Used | Trained on the training set of | EER on WildSVDD test_A | EER on WildSVDD test_B | EER on SONICS test | 
|---|---|---|---|---|---|
| Baseline1 | RawNet - Mixtures | WildSVDD | 9.44 | 30.85 | 24.36 | 
| Baseline2 | SpecTTTra - Mixtures | SONICS | 48.92 | 43.96 | 1.75 | 
| Baseline3 | Wav2vec2 + AASIST - Mixtures | WildSVDD + SONICS | 6.14 | 20.82 | 2.05 |