Trial Set

ESD

ESD esd Speaking style

Trials 437408

Protocol source Self-constructed protocol

Source split Public ESD recordings

Builds cross-emotion SV trials from speaker and emotion labels.

Current Leader

wespeaker/w2vbert2

18 ranked

Trial-set EER 2.5000

Trial-set minDCF 0.175313

Trial-Set Ranking

Rank	System	Rank Signal	Trial-Set EER	Trial-Set minDCF
#1	wespeaker/w2vbert2 vb2-w2vbert	Leader	2.5000	0.175313
#2	wespeaker/samresnet100 vb2-sam100	Top 3	2.7503	0.223690
#3	wespeaker/res152-voxceleb wespeaker_resnet152	Top 3	3.0742	0.225959
#4	palabraai/redimnet2-b6 redimnet2	Competitive	3.0850	0.221939
#5	wespeaker/res293-voxceleb wespeaker_resnet293	Competitive	3.2714	0.243165
#6	wespeaker/res34-voxceleb wespeaker_resnet34_voxceleb	Competitive	3.5211	0.254288
#7	iic/eres2net-en eres_en	Competitive	4.3650	0.310919
#8	wespeaker/ecapa512-voxceleb wespeaker_ecapa512	Competitive	4.4900	0.305853
#9	wespeaker/ecapa1024-voxceleb wespeaker_ecapa1024	Competitive	4.6018	0.330355
#10	wespeaker/campplus-voxceleb campplus_wespeaker	Needs work	4.6625	0.346034
#11	speechbrain/ecapa ecapa	Needs work	5.7925	0.396047
#12	iic/eres2netv2-zh eresv2_zh	Needs work	7.5779	0.346889
#13	wespeaker/res34-cnceleb wespeaker_r34	Needs work	8.0200	0.419287
#14	iic/eres2net-large-3dspeaker eres2net_large_3dspeaker	Needs work	9.4684	0.428828
#15	iic/campplus campplus	Needs work	9.6571	0.470165
#16	microsoft/unispeech-sat-base-plus-sv unispeech_sat_base_plus	Needs work	12.8825	0.923664
#17	speechbrain/xvector xvector	Needs work	13.0389	0.693274
#18	microsoft/wavlm-base-plus-sv wavlm_base	Needs work	13.3674	0.882281