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Browse files- CompSpoof/CompSpoof.csv +49 -0
- CompSpoof/EnvSDD.csv +49 -0
CompSpoof/CompSpoof.csv
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| 1 |
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
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| 2 |
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EAT,AASIST,CE,240,0.035833333333333335,0.017075293796087077,0.9586606035551881,0.96
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| 3 |
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EAT,AASIST,CE,2,0.035833333333333335,0.016193008623180818,0.9626809971637558,0.964
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EAT,AASIST,CE,42,0.04416666666666667,0.018953554726865256,0.9587805642116372,0.96
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| 5 |
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EAT,MLP,CE,240,0.025833333333333333,0.015035304987106386,0.9729831955476307,0.974
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| 6 |
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EAT,MLP,CE,2,0.03,0.015934932416250953,0.9627945431996693,0.964
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| 7 |
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EAT,MLP,CE,42,0.034166666666666665,0.016832555120099253,0.9667215760661575,0.968
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| 8 |
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EAT,Nes2Net,CE,240,0.03,0.015081901615951587,0.9669770820949739,0.968
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| 9 |
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EAT,Nes2Net,CE,2,0.035833333333333335,0.01815748853590985,0.9687238061876822,0.97
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| 10 |
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EAT,Nes2Net,CE,42,0.034166666666666665,0.016134174533656044,0.9648874954043928,0.966
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| 11 |
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EAT,TCM,CE,240,0.035833333333333335,0.018000672604707987,0.9485831574877319,0.95
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| 12 |
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EAT,TCM,CE,2,0.025833333333333333,0.01694738750165509,0.9689249267664107,0.97
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| 13 |
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EAT,TCM,CE,42,0.035833333333333335,0.019947928320652314,0.9503927242662257,0.952
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| 14 |
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Hubert,AASIST,CE,240,0.15416666666666667,0.031153763799419906,0.8318621269440941,0.84
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Hubert,AASIST,CE,2,0.15,0.031984940830012756,0.8513968694273826,0.856
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| 16 |
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Hubert,AASIST,CE,42,0.15,0.032981987794019535,0.8455359901143034,0.85
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| 17 |
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Hubert,MLP,CE,240,0.13583333333333333,0.030907267229425515,0.8598179725912752,0.866
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| 18 |
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Hubert,MLP,CE,2,0.14,0.030019835588245454,0.8475297734668388,0.854
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| 19 |
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Hubert,MLP,CE,42,0.13,0.030052481777912893,0.8600615729079205,0.866
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| 20 |
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Hubert,Nes2Net,CE,240,0.12416666666666668,0.029988155681306493,0.8771851672987814,0.882
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| 21 |
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Hubert,Nes2Net,CE,2,0.12583333333333335,0.02993072946590574,0.8580944590059935,0.864
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| 22 |
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Hubert,Nes2Net,CE,42,0.14,0.03102755234564427,0.856815578465063,0.864
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| 23 |
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Hubert,TCM,CE,240,0.16,0.032964215001149176,0.8369798369798369,0.848
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| 24 |
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Hubert,TCM,CE,2,0.14,0.03104333973948567,0.8455733818594634,0.852
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| 25 |
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Hubert,TCM,CE,42,0.15583333333333332,0.03500945614124409,0.844126153899444,0.856
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| 26 |
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Wav2Vec2,AASIST,CE,240,0.1,0.02613386881026552,0.8964957604663487,0.9
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| 27 |
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Wav2Vec2,AASIST,CE,2,0.10583333333333333,0.02712858997952168,0.9014885705781992,0.906
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| 28 |
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Wav2Vec2,AASIST,CE,42,0.09,0.025003651686525574,0.9106367237344706,0.914
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| 29 |
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Wav2Vec2,MLP,CE,240,0.09,0.026112236834042193,0.8938879456706281,0.9
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| 30 |
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Wav2Vec2,MLP,CE,2,0.07583333333333334,0.02394834938673889,0.91932781452844,0.922
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| 31 |
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Wav2Vec2,MLP,CE,42,0.08583333333333334,0.02415027702184274,0.9034975832438239,0.908
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| 32 |
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Wav2Vec2,Nes2Net,CE,240,0.09,0.02512357291054286,0.9060115041918869,0.91
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| 33 |
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Wav2Vec2,Nes2Net,CE,2,0.08583333333333334,0.025025651659945764,0.9076933404940923,0.912
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| 34 |
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Wav2Vec2,Nes2Net,CE,42,0.08583333333333334,0.026017050196131642,0.915061466494856,0.918
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| 35 |
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Wav2Vec2,TCM,CE,240,0.08583333333333334,0.02709731062206972,0.8879522849114823,0.896
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| 36 |
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Wav2Vec2,TCM,CE,2,0.09416666666666668,0.024164909149902665,0.9066293183940243,0.91
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| 37 |
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Wav2Vec2,TCM,CE,42,0.08583333333333334,0.027002403615713755,0.9031399501381309,0.908
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| 38 |
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WavLM,AASIST,CE,240,0.08416666666666667,0.027006059018213933,0.9215705699755631,0.924
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| 39 |
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WavLM,AASIST,CE,2,0.07,0.02202899750858549,0.9206998447386434,0.924
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| 40 |
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WavLM,AASIST,CE,42,0.08583333333333334,0.027959262254166985,0.9130564387917329,0.916
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| 41 |
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WavLM,MLP,CE,240,0.07,0.023081404229217357,0.9280164204828247,0.93
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| 42 |
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WavLM,MLP,CE,2,0.06416666666666668,0.022920949099383824,0.9184015064337274,0.922
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| 43 |
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WavLM,MLP,CE,42,0.08,0.025925967898745662,0.913187267465895,0.916
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| 44 |
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WavLM,Nes2Net,CE,240,0.06583333333333333,0.022929646026361314,0.9295085501982054,0.932
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| 45 |
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WavLM,Nes2Net,CE,2,0.07,0.022176050475717763,0.9229805286449986,0.926
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| 46 |
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WavLM,Nes2Net,CE,42,0.08,0.024041229130722937,0.9154398571139829,0.918
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| 47 |
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WavLM,TCM,CE,240,0.08,0.02398668664138774,0.912784902651339,0.916
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| 48 |
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WavLM,TCM,CE,2,0.07583333333333334,0.0230723752573422,0.9182564734585057,0.922
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| 49 |
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WavLM,TCM,CE,42,0.07416666666666666,0.02300971703579213,0.8991172761664565,0.904
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CompSpoof/EnvSDD.csv
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| 1 |
+
FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
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| 2 |
+
EAT,AASIST,CE,240,0.30231054401241486,0.0067539776815240815,0.5097330720247021,0.867632267149467
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| 3 |
+
EAT,AASIST,CE,2,0.2987039112567176,0.006275120004260115,0.5218286625880881,0.8495775497887749
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| 4 |
+
EAT,AASIST,CE,42,0.26634479983906656,0.006182233212317978,0.5262935012033924,0.8720830818748743
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| 5 |
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EAT,MLP,CE,240,0.2030060062649079,0.005722462159899772,0.4771458247608731,0.8696942265137799
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| 6 |
+
EAT,MLP,CE,2,0.2580969623818145,0.005851582406439848,0.5909149549187198,0.8548833232749949
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| 7 |
+
EAT,MLP,CE,42,0.20477340000574762,0.005743042927536551,0.5692124186809797,0.8760561255280628
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| 8 |
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EAT,Nes2Net,CE,240,0.25752220018967154,0.0066763723001604935,0.7154445319631937,0.8813116073224704
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| 9 |
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EAT,Nes2Net,CE,2,0.3709515188090927,0.008880424359081207,0.47762733116051487,0.8667018708509354
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| 10 |
+
EAT,Nes2Net,CE,42,0.2520188521999023,0.007632082221291886,0.6158420714790704,0.8871454435727217
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| 11 |
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EAT,TCM,CE,240,0.2178492398770009,0.005250077419875862,0.547141085604126,0.8512371756185878
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| 12 |
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EAT,TCM,CE,2,0.29733885105037794,0.007194835294201035,0.48179467067578907,0.8726614363307181
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| 13 |
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EAT,TCM,CE,42,0.24828289795097278,0.005873861259673194,0.5138240861618799,0.8643633071816536
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| 14 |
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Hubert,AASIST,CE,240,0.5184067592033796,0.006689557133917778,0.1983362578193676,0.1988533494266747
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| 15 |
+
Hubert,AASIST,CE,2,0.5139379831594677,0.006918747789235347,0.1870167656887487,0.18836753168376585
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| 16 |
+
Hubert,AASIST,CE,42,0.5582090410092824,0.006148732012773883,0.193157833457677,0.19402534701267352
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| 17 |
+
Hubert,MLP,CE,240,0.49949708308187485,0.007531023649007318,0.23835483593999718,0.23875980687990345
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| 18 |
+
Hubert,MLP,CE,2,0.5121849584734316,0.006581157726560705,0.17655872104871315,0.17876181854757595
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| 19 |
+
Hubert,MLP,CE,42,0.5103313504037704,0.007151962480906104,0.22500775834351405,0.22513075839871252
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| 20 |
+
Hubert,Nes2Net,CE,240,0.5206195936431302,0.006982726198800027,0.27543483813629077,0.2807030778515389
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| 21 |
+
Hubert,Nes2Net,CE,2,0.5163519843664683,0.00654803381903285,0.29719040125407004,0.3074079662039831
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| 22 |
+
Hubert,Nes2Net,CE,42,0.5182055924361295,0.007717184958223544,0.28413888288660993,0.29076141621404145
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| 23 |
+
Hubert,TCM,CE,240,0.5222001896715234,0.0066701150587483715,0.20588350880197037,0.20612049889358278
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| 24 |
+
Hubert,TCM,CE,2,0.5505934419633877,0.007233335044296518,0.182154468341597,0.18391671695835848
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| 25 |
+
Hubert,TCM,CE,42,0.5492140127022445,0.006593474964722401,0.20263024837028376,0.2029521223093945
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| 26 |
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Wav2Vec2,AASIST,CE,240,0.5284507285110785,0.006733634502768371,0.26488057938955667,0.2677026755180044
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| 27 |
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Wav2Vec2,AASIST,CE,2,0.5011064172198753,0.00701242612972125,0.15281419977622498,0.15821766244216456
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| 28 |
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Wav2Vec2,AASIST,CE,42,0.4713337356668678,0.007941289055548029,0.1421709627601001,0.14959263729631864
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| 29 |
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Wav2Vec2,MLP,CE,240,0.5085495876081272,0.007075784492056314,0.2232852085566825,0.22329511164755583
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| 30 |
+
Wav2Vec2,MLP,CE,2,0.5087938615397879,0.0064819203069608755,0.211804120819519,0.21195433514383424
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| 31 |
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Wav2Vec2,MLP,CE,42,0.48040060924792366,0.008046505750972405,0.15861770268051573,0.16294508147254075
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| 32 |
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Wav2Vec2,Nes2Net,CE,240,0.5546167773083887,0.006017028089855658,0.23378715513816534,0.2339569503118085
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| 33 |
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Wav2Vec2,Nes2Net,CE,2,0.552202776101388,0.006711060354434029,0.17132968621655778,0.17408469120901227
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| 34 |
+
Wav2Vec2,Nes2Net,CE,42,0.453070667011524,0.007071725880890195,0.21471348879288632,0.21474552403942868
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| 35 |
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Wav2Vec2,TCM,CE,240,0.512371756185878,0.007248293777485149,0.22650885542992966,0.22656407161536915
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| 36 |
+
Wav2Vec2,TCM,CE,2,0.5415265683823318,0.006700204091073136,0.14189121502422186,0.14906457453228728
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| 37 |
+
Wav2Vec2,TCM,CE,42,0.48843291088312213,0.007192118744673709,0.20217968494214045,0.2024240595453631
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| 38 |
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WavLM,AASIST,CE,240,0.5298732649366324,0.007603939352507139,0.28005195212408274,0.28603399718366523
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| 39 |
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WavLM,AASIST,CE,2,0.5445584389458862,0.006397423086440923,0.318018618943582,0.33753268959967814
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| 40 |
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WavLM,AASIST,CE,42,0.5067390867028767,0.007372405799846493,0.15923009104915814,0.16385033192516596
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| 41 |
+
WavLM,MLP,CE,240,0.5232347616173808,0.0075234856490185575,0.3060014923704803,0.32231945282639307
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| 42 |
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WavLM,MLP,CE,2,0.5620743167514441,0.006192196722076937,0.36497490564744767,0.4274039428686381
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| 43 |
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WavLM,MLP,CE,42,0.5364686610914734,0.006677633570171759,0.3257791468044807,0.3486722993361497
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| 44 |
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WavLM,Nes2Net,CE,240,0.5668879501106417,0.006253314518593123,0.3762688139571224,0.4563216656608328
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| 45 |
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WavLM,Nes2Net,CE,2,0.4982900824783746,0.008525691996825124,0.29388857003285007,0.30323375578354456
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| 46 |
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WavLM,Nes2Net,CE,42,0.5306779320056326,0.006876008296293201,0.33143869627631595,0.35754878294105813
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| 47 |
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WavLM,TCM,CE,240,0.5382791619967239,0.006914591483809851,0.305781629696971,0.32060953530476766
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| 48 |
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WavLM,TCM,CE,2,0.5230192257953272,0.006992685839848689,0.3342297080770433,0.3587054918527459
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| 49 |
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WavLM,TCM,CE,42,0.5693019513176423,0.006467471411775005,0.36066689553446,0.42247535707101186
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