Trial Set

VoxCeleb1-H

Keeps the upstream VoxCeleb1-H verification protocol.

Source dataset
VoxCeleb1
Trials
550894
Protocol source
Official protocol
Source split
VoxCeleb1-H
voxceleb_h In-the-wild
Source Dataset

About VoxCeleb1

VoxCeleb is a large-scale speaker corpus collected from online interviews and other media. Its recordings retain real-world variation in microphones, channels, background sound, and speaking conditions. VoxCeleb1-O, E, and H use established VoxCeleb verification protocols; the short-duration entry on OpenSVBench is an additional benchmark protocol.

Language
Predominantly English
VoxCeleb1
1,251 speakers and over 100,000 recordings
Source
Speech segments mined from online videos
Conditions
In-the-wild channel and background variation
Direct Ranking

Systems on this trial set

25 reviewed systems currently have valid results.

Rank System Submitted by Trial-Set EER ↓ Trial-Set minDCF ↓
#1 AntSpeaker/MECT-B2
antspeaker-mect-b2-vb2-full-core
Public checkpoint 0.5387 0.031688
#2 w2v-bert2.0 + cc + ecapa-tdnn + astp + sf2
w2v-bert2.0 + cc + ecapa-tdnn + astp + sf2
JinghanPeng 0.6443 0.037355
#3 palabraai/redimnet2-b6-vb2+vox2
redimnet2-b6-vb2vox2-lm-full-core
Public checkpoint 0.6788 0.038685
#4 wespeaker/w2vbert2
vb2-w2vbert
Public checkpoint 0.7298 0.041650
#5 W2V-BERT 2.0 + MHFA (VoxCeleb2 + VoxBlink2)
Wav2Vec2-BERT
pengjy 0.7583 0.048047
#6 W2V-BERT 2.0 + Adapter-MFA (cross-device consistency FT + weight soup)
ActionPower VoicePrint
ActionPower 0.8044 0.045506
#7 wespeaker/samresnet100
vb2-sam100
Public checkpoint 0.8665 0.049074
#8 Dual-LoRA W2V-BERT2-Adapter-MFA (TidyVoice)
duallora-w2vbert2-tidyvoice-full-core
sgqt 0.9380 0.055064
#9 speechbrain/ecapa
ecapa
Public checkpoint 0.9731 0.062575
#10 palabraai/redimnet2-b6
redimnet2
Public checkpoint 0.9892 0.061095
#11 Agora Voiceprint (ResNet293)
agora_vp
agora 1.2872 0.073510
#12 wespeaker/res152-voxceleb
wespeaker_resnet152
Public checkpoint 1.2879 0.071894
#13 wespeaker/res293-voxceleb
wespeaker_resnet293
Public checkpoint 1.2890 0.075021
#14 wespeaker/res34-voxceleb
wespeaker_resnet34_voxceleb
Public checkpoint 1.6768 0.098504
#15 wespeaker/campplus-voxceleb
campplus_wespeaker
Public checkpoint 1.6832 0.098356
#16 MECT-b2-czur-finetuned
MECT-b2-czur-finetuned
czur 1.7309 0.097331
#17 iic/eres2net-en
eres_en
Public checkpoint 1.7866 0.104900
#18 wespeaker/ecapa1024-voxceleb
wespeaker_ecapa1024
Public checkpoint 1.8513 0.111398
#19 wespeaker/ecapa512-voxceleb
wespeaker_ecapa512
Public checkpoint 2.2570 0.132259
#20 microsoft/wavlm-base-plus-sv
wavlm_base
Public checkpoint 6.5121 0.395984
#21 microsoft/unispeech-sat-base-plus-sv
unispeech_sat_base_plus
Public checkpoint 7.4593 0.458766
#22 iic/eres2netv2-zh
eresv2_zh
Public checkpoint 8.9975 0.463313
#23 wespeaker/res34-cnceleb
wespeaker_r34
Public checkpoint 10.3836 0.526212
#24 iic/campplus
campplus
Public checkpoint 11.1228 0.548104
#25 iic/eres2net-large-3dspeaker
eres2net_large_3dspeaker
Public checkpoint 17.1053 0.735645