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;" | ||
Line 5: | Line 5: | ||
! 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 23:29, 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 |