Trial Set

Lombard Grid Lombard

Builds plain-to-Lombard SV trials from the public Lombard Grid release because no upstream SV trial keys are used.

Source dataset
Lombard Grid
Trials
29524
Protocol source
Self-constructed protocol
Source split
Public Lombard Grid audio release
lombardgrid_lombard Speaking style
Direct Ranking

Systems on this trial set

18 reviewed systems currently have valid results.

Rank System Trial-Set EER ↓ Trial-Set minDCF ↓
#1 wespeaker/samresnet100
vb2-sam100
0.0373 0.004657
#2 wespeaker/w2vbert2
vb2-w2vbert
0.0559 0.005104
#3 wespeaker/res152-voxceleb
wespeaker_resnet152
0.0745 0.011736
#4 palabraai/redimnet2-b6
redimnet2
0.0782 0.007675
#5 wespeaker/res34-voxceleb
wespeaker_resnet34_voxceleb
0.1490 0.010991
#6 wespeaker/res293-voxceleb
wespeaker_resnet293
0.1490 0.014754
#7 wespeaker/ecapa512-voxceleb
wespeaker_ecapa512
0.2235 0.015499
#8 iic/eres2net-en
eres_en
0.2235 0.014903
#9 speechbrain/ecapa
ecapa
0.2608 0.021386
#10 wespeaker/ecapa1024-voxceleb
wespeaker_ecapa1024
0.3055 0.017288
#11 wespeaker/campplus-voxceleb
campplus_wespeaker
0.4098 0.039531
#12 iic/eres2netv2-zh
eresv2_zh
1.2034 0.075149
#13 iic/eres2net-large-3dspeaker
eres2net_large_3dspeaker
1.7139 0.100335
#14 iic/campplus
campplus
1.7884 0.119188
#15 speechbrain/xvector
xvector
1.8405 0.099143
#16 wespeaker/res34-cnceleb
wespeaker_r34
3.3905 0.196237
#17 microsoft/unispeech-sat-base-plus-sv
unispeech_sat_base_plus
7.9993 0.495715
#18 microsoft/wavlm-base-plus-sv
wavlm_base
8.1967 0.544113