Benchmark Scenario

Speaking-Style Robustness

Speaking style shift. The scenario score aggregates its trial sets using the fixed OpenSVBench reporting protocol.

23 ranked systems 3 trial sets 1.9166 leading EER

ESD Whisper40 Whisper Lombard Grid Lombard

Scenario Ranking

Systems on Speaking-Style Robustness

Evidence cells list trial-set rank and EER in this order: ESD · Whisper40 Whisper · Lombard Grid Lombard.

Rank	System	Submitted by	Scenario EER ↓	Scenario minDCF ↓	Trial-Set Evidence Rank / EER
#1	W2V-BERT 2.0 + MHFA (VoxCeleb2 + VoxBlink2) Wav2Vec2-BERT	pengjy	1.9166	0.153402	#3 1.7975 #1 3.9375 #2 0.0149
#2	Dual-LoRA W2V-BERT2-Adapter-MFA (TidyVoice) duallora-w2vbert2-tidyvoice-full-core	shangguanqituan	2.3500	0.152707	#2 1.7750 #3 5.2562 #3 0.0186
#3	palabraai/redimnet2-b6-vb2+vox2 redimnet2-b6-vb2vox2-lm-full-core	Public checkpoint	2.3792	0.145230	#4 2.3127 #2 4.7875 #4 0.0373
#4	wespeaker/w2vbert2 vb2-w2vbert	Public checkpoint	2.7895	0.157223	#5 2.5000 #4 5.8125 #6 0.0559
#5	AntSpeaker/MECT-B2 antspeaker-mect-b2-vb2-full-core	Public checkpoint	2.9458	0.150257	#1 1.2675 #5 7.5625 #1 0.0075
#6	Agora Voiceprint (ResNet293) agora_vp	agora_vp	3.9828	0.223228	#6 2.5025 #8 9.3750 #7 0.0708
#7	wespeaker/res152-voxceleb wespeaker_resnet152	Public checkpoint	4.1329	0.268357	#8 3.0742 #7 9.2500 #8 0.0745
#8	wespeaker/samresnet100 vb2-sam100	Public checkpoint	4.3042	0.238095	#7 2.7503 #11 10.1250 #5 0.0373
#9	wespeaker/res293-voxceleb wespeaker_resnet293	Public checkpoint	4.3256	0.263660	#10 3.2714 #9 9.5562 #11 0.1490
#10	palabraai/redimnet2-b6 redimnet2	Public checkpoint	4.4502	0.291976	#9 3.0850 #12 10.1875 #9 0.0782
#11	wespeaker/res34-voxceleb wespeaker_resnet34_voxceleb	Public checkpoint	5.0359	0.303656	#11 3.5211 #14 11.4375 #10 0.1490
#12	iic/eres2net-en eres_en	Public checkpoint	5.4878	0.330691	#12 4.3650 #15 11.8750 #13 0.2235
#13	iic/eres2netv2-zh eresv2_zh	Public checkpoint	5.9688	0.361679	#17 7.5779 #6 9.1250 #17 1.2034
#14	wespeaker/campplus-voxceleb campplus_wespeaker	Public checkpoint	6.3574	0.358438	#15 4.6625 #16 14.0000 #16 0.4098
#15	wespeaker/ecapa1024-voxceleb wespeaker_ecapa1024	Public checkpoint	6.5691	0.361235	#14 4.6018 #17 14.8000 #15 0.3055
#16	wespeaker/res34-cnceleb wespeaker_r34	Public checkpoint	7.0743	0.410279	#18 8.0200 #10 9.8125 #21 3.3905
#17	wespeaker/ecapa512-voxceleb wespeaker_ecapa512	Public checkpoint	7.1128	0.367138	#13 4.4900 #20 16.6250 #12 0.2235
#18	speechbrain/ecapa ecapa	Public checkpoint	7.2261	0.422165	#16 5.7925 #19 15.6250 #14 0.2608
#19	iic/campplus campplus	Public checkpoint	7.5693	0.424138	#20 9.6571 #13 11.2625 #19 1.7884
#20	iic/eres2net-large-3dspeaker eres2net_large_3dspeaker	Public checkpoint	8.6857	0.465867	#19 9.4684 #18 14.8750 #18 1.7139
#21	speechbrain/xvector xvector	Public checkpoint	15.6681	0.597160	#22 13.0389 #21 32.1250 #20 1.8405
#22	microsoft/wavlm-base-plus-sv wavlm_base	Public checkpoint	18.0734	0.805194	#23 13.3674 #22 32.6563 #23 8.1967
#23	microsoft/unispeech-sat-base-plus-sv unispeech_sat_base_plus	Public checkpoint	18.1898	0.805772	#21 12.8825 #23 33.6875 #22 7.9993