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Running
re-add csv for envssd
Browse files- EnvSSD/CompSpoof.csv +49 -0
- EnvSSD/EnvSDD.csv +49 -0
EnvSSD/CompSpoof.csv
ADDED
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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,240,0.29583333333333334,0.04205068253070657,0.5760658914728682,0.636
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| 3 |
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EAT,AASIST,CE,2,0.49416666666666664,0.04404413664021087,0.4255514705882353,0.5
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| 4 |
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EAT,AASIST,CE,42,0.3258333333333333,0.0412740841006736,0.662000626535424,0.672
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| 5 |
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EAT,MLP,CE,240,0.35416666666666663,0.041849594993741385,0.6073391875490826,0.626
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| 6 |
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EAT,MLP,CE,2,0.36583333333333334,0.04494714566025587,0.5202037825389071,0.56
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| 7 |
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EAT,MLP,CE,42,0.39583333333333337,0.04203538802050197,0.4598367081588558,0.548
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| 8 |
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EAT,Nes2Net,CE,240,0.3,0.04097228948972087,0.5261241648524886,0.596
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| 9 |
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EAT,Nes2Net,CE,2,0.3458333333333333,0.04397200196917525,0.5311629423941946,0.586
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| 10 |
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EAT,Nes2Net,CE,42,0.36,0.04301308508794535,0.5829490138619804,0.622
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| 11 |
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EAT,TCM,CE,240,0.37583333333333335,0.04397894114605727,0.6178761918861712,0.618
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| 12 |
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EAT,TCM,CE,2,0.39583333333333337,0.043855443511152364,0.5878351340536214,0.588
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| 13 |
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EAT,TCM,CE,42,0.42,0.04485888677438071,0.5754398113798618,0.588
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| 14 |
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Hubert,AASIST,CE,240,0.4458333333333333,0.04414956417459576,0.558697769708832,0.614
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| 15 |
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Hubert,AASIST,CE,2,0.55,0.04911630161794606,0.44690265486725667,0.452
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| 16 |
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Hubert,AASIST,CE,42,0.5541666666666667,0.04395897049524011,0.4824016563146998,0.548
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| 17 |
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Hubert,MLP,CE,240,0.45,0.04719070251762597,0.49790158871138745,0.498
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Hubert,MLP,CE,2,0.38583333333333336,0.047030562795670416,0.6101388395609061,0.618
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| 19 |
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Hubert,MLP,CE,42,0.53,0.044938736172372123,0.30800542740841247,0.388
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| 20 |
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Hubert,Nes2Net,CE,240,0.44,0.042098233979270455,0.5132952834855504,0.634
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| 21 |
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Hubert,Nes2Net,CE,2,0.41583333333333333,0.04297348668648435,0.5687468290208015,0.66
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| 22 |
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Hubert,Nes2Net,CE,42,0.4141666666666667,0.045028249678337545,0.5725749784049662,0.618
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| 23 |
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Hubert,TCM,CE,240,0.54,0.04710972708932257,0.3778898696931484,0.408
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| 24 |
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Hubert,TCM,CE,2,0.4141666666666667,0.0449966173968096,0.5697696860524961,0.572
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| 25 |
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Hubert,TCM,CE,42,0.42,0.045890406571137465,0.5975796396148441,0.614
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| 26 |
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Wav2Vec2,AASIST,CE,240,0.38583333333333336,0.045892107365339274,0.6124031007751938,0.62
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| 27 |
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Wav2Vec2,AASIST,CE,2,0.39,0.0511616703754634,0.4450939527948627,0.476
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| 28 |
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Wav2Vec2,AASIST,CE,42,0.4241666666666667,0.04406024252987445,0.5947003577817531,0.652
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Wav2Vec2,MLP,CE,240,0.29,0.04109987175522471,0.7137267016785089,0.722
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Wav2Vec2,MLP,CE,2,0.29,0.041107960184795594,0.6250967492260062,0.628
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Wav2Vec2,MLP,CE,42,0.35416666666666663,0.055007489977409924,0.5362172189897968,0.538
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Wav2Vec2,Nes2Net,CE,240,0.37583333333333335,0.04296571532328963,0.6084950549913869,0.61
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| 33 |
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Wav2Vec2,Nes2Net,CE,2,0.39,0.0449595937233144,0.6077575051759834,0.612
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| 34 |
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Wav2Vec2,Nes2Net,CE,42,0.37,0.044074357554048565,0.6374150044263622,0.692
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| 35 |
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Wav2Vec2,TCM,CE,240,0.39416666666666667,0.04508636263335164,0.6019742079286737,0.61
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| 36 |
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Wav2Vec2,TCM,CE,2,0.4441666666666667,0.044929065125974804,0.48685496858254335,0.494
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| 37 |
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Wav2Vec2,TCM,CE,42,0.3458333333333333,0.04300959712149738,0.6530010090645503,0.674
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| 38 |
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WavLM,AASIST,CE,240,0.5258333333333334,0.049954300240278915,0.5045531970649896,0.516
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WavLM,AASIST,CE,2,0.6,0.050105529139783944,0.3122185131064154,0.358
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WavLM,AASIST,CE,42,0.44,0.04715648626811578,0.5531836186723527,0.57
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| 41 |
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WavLM,MLP,CE,240,0.5,0.0450600266810231,0.577388677711525,0.634
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| 42 |
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WavLM,MLP,CE,2,0.45,0.04708174459830089,0.32568225089909036,0.388
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| 43 |
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WavLM,MLP,CE,42,0.6241666666666666,0.04401300056428825,0.3142211703958692,0.388
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| 44 |
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WavLM,Nes2Net,CE,240,0.3441666666666666,0.04500562804210906,0.5188429981921847,0.654
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| 45 |
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WavLM,Nes2Net,CE,2,0.35416666666666663,0.043978526296704595,0.4615438060168137,0.628
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| 46 |
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WavLM,Nes2Net,CE,42,0.48,0.04611106241584534,0.5038015206082432,0.504
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| 47 |
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WavLM,TCM,CE,240,0.46,0.04613473816492211,0.5926145857787966,0.646
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| 48 |
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WavLM,TCM,CE,2,0.46416666666666667,0.04477958608804769,0.31373126350454567,0.394
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| 49 |
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WavLM,TCM,CE,42,0.47,0.04700637723176912,0.5097627251589769,0.51
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EnvSSD/EnvSDD.csv
ADDED
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@@ -0,0 +1,49 @@
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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,240,0.004224502112251056,0.0012938803866339367,0.9947610795879627,0.9977117280225307
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| 3 |
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EAT,AASIST,CE,2,0.013463804350949795,0.001980990473780595,0.9750793203982927,0.9888352444176222
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| 4 |
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EAT,AASIST,CE,42,0.005431502715751358,0.0011021831252488088,0.9922493952843414,0.9966053108026554
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| 5 |
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EAT,MLP,CE,240,0.007845503922751962,0.0011709158253180828,0.9822072346163615,0.992053912693623
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| 6 |
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EAT,MLP,CE,2,0.011466505733252867,0.0016962314627142604,0.972786937149034,0.9877036813518407
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| 7 |
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EAT,MLP,CE,42,0.008089777854412736,0.0013673785232247411,0.9844757362214158,0.9931100382216858
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| 8 |
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EAT,Nes2Net,CE,240,0.007055205908555335,0.001122932004694334,0.9900094716977739,0.9956246228123115
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| 9 |
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EAT,Nes2Net,CE,2,0.005431502715751358,0.001167244658769633,0.9869796850608191,0.994216455441561
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| 10 |
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EAT,Nes2Net,CE,42,0.0040233353450010055,0.001047746758192898,0.9945888355014747,0.997636290484812
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| 11 |
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EAT,TCM,CE,240,0.004612466591947582,0.0012912153677263145,0.9917856535994412,0.996378998189499
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| 12 |
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EAT,TCM,CE,2,0.0031755611115900795,0.0009026506495483882,0.9951636555462136,0.9978877489438744
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| 13 |
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EAT,TCM,CE,42,0.004224502112251056,0.0013340207641814265,0.99470579622541,0.9976865821766244
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| 14 |
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Hubert,AASIST,CE,240,0.13659223496278414,0.006168728258262882,0.7737330876308425,0.8714041440354053
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| 15 |
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Hubert,AASIST,CE,2,0.13136189901428283,0.005631697722119092,0.7806467687196633,0.8765841882920942
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| 16 |
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Hubert,AASIST,CE,42,0.12955139810903238,0.0058107681331374325,0.7786909040171948,0.8743462080064374
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| 17 |
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Hubert,MLP,CE,240,0.1401988677184815,0.005518516875156684,0.7689229918047008,0.8684872259102796
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| 18 |
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Hubert,MLP,CE,2,0.13535649624967672,0.005596336582758751,0.7812858674484324,0.8778917722792194
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| 19 |
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Hubert,MLP,CE,42,0.13298560220708683,0.005485090354896319,0.7730171358261699,0.8701217058941862
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| 20 |
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Hubert,Nes2Net,CE,240,0.12613156306578152,0.0055990923751189844,0.7616429267553488,0.8585043250854959
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| 21 |
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Hubert,Nes2Net,CE,2,0.12551369370922782,0.005124561021666467,0.7597962749115788,0.8564172198752766
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| 22 |
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Hubert,Nes2Net,CE,42,0.13035606517803258,0.0054841866867056804,0.7888518669113596,0.8840525045262523
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| 23 |
+
Hubert,TCM,CE,240,0.13756933068942725,0.0050100391793304055,0.7670094160919398,0.865972641319654
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| 24 |
+
Hubert,TCM,CE,2,0.13860390263528466,0.005343082323196191,0.7651325434926265,0.8642627237980286
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| 25 |
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Hubert,TCM,CE,42,0.14137713021237464,0.0052020657899000955,0.7735221449874761,0.8724099778716556
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| 26 |
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Wav2Vec2,AASIST,CE,240,0.13458056729028364,0.0054926084815986875,0.7857968570611045,0.8816385033192516
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| 27 |
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Wav2Vec2,AASIST,CE,2,0.11567089116877892,0.005086950230308099,0.8032905573099542,0.8923003419835043
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| 28 |
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Wav2Vec2,AASIST,CE,42,0.13603184182544473,0.005674043148062982,0.7821204947301745,0.879123918728626
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| 29 |
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Wav2Vec2,MLP,CE,240,0.11707905853952927,0.005404093651990412,0.8006352310103593,0.8905904244618789
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| 30 |
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Wav2Vec2,MLP,CE,2,0.12230939448803058,0.005507485635066048,0.7857991308643315,0.8790987728827198
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| 31 |
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Wav2Vec2,MLP,CE,42,0.11828605914302957,0.00581209740947812,0.8218432949242398,0.9074884329108831
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| 32 |
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Wav2Vec2,Nes2Net,CE,240,0.12190706095353047,0.005573078394885342,0.8043350756187557,0.8944880305773486
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| 33 |
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Wav2Vec2,Nes2Net,CE,2,0.12874673104003218,0.005720077491869889,0.8091702504827607,0.8994166163749748
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| 34 |
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Wav2Vec2,Nes2Net,CE,42,0.1315486967267293,0.005440487961451787,0.8172914049922717,0.9068597867632268
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| 35 |
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Wav2Vec2,TCM,CE,240,0.12794206397103197,0.005445611041609469,0.7907187729094379,0.8845554214443774
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| 36 |
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Wav2Vec2,TCM,CE,2,0.11687789177227922,0.005657155661807189,0.7940445110063838,0.88500804667069
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| 37 |
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Wav2Vec2,TCM,CE,42,0.12991062447912177,0.005126992441793543,0.7795797367767,0.8754274793804063
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| 38 |
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WavLM,AASIST,CE,240,0.11164755582377792,0.005560290128796018,0.8176744502271747,0.9029118889559444
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| 39 |
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WavLM,AASIST,CE,2,0.11064172198752766,0.005826100846868007,0.7831699393518297,0.8752263126131563
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| 40 |
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WavLM,AASIST,CE,42,0.10098571715952524,0.005174244913181414,0.8279290286156908,0.9091732045866023
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| 41 |
+
WavLM,MLP,CE,240,0.1044055522027761,0.005718784022956322,0.8081558217771058,0.8943874471937237
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| 42 |
+
WavLM,MLP,CE,2,0.10138805069402534,0.005238033844019975,0.816359621490038,0.9002715751357876
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| 43 |
+
WavLM,MLP,CE,42,0.11225105612552806,0.0062375761778437205,0.7982954998185334,0.8876986521826594
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| 44 |
+
WavLM,Nes2Net,CE,240,0.11888955944477972,0.006152846374021158,0.8066871801006807,0.8952424059545363
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| 45 |
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WavLM,Nes2Net,CE,2,0.10943472138402736,0.0058980763025476765,0.8270120553085047,0.9093240796620399
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| 46 |
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WavLM,Nes2Net,CE,42,0.11285455642727821,0.00646252760332576,0.773778953765234,0.8675819754576544
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| 47 |
+
WavLM,TCM,CE,240,0.11087162686438487,0.005052761989015289,0.789421482178898,0.8799034399517199
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| 48 |
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WavLM,TCM,CE,2,0.09796821565077449,0.004781168275104532,0.8290315835658559,0.9094246630456648
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| 49 |
+
WavLM,TCM,CE,42,0.10963588815127741,0.005688675838019221,0.8256235915618355,0.9083182458257896
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