Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- ASV5/Nes2Net/EAT/seed240/replaydf_all_eval/metrics.json +17 -0
- ASV5/Nes2Net/EAT/seed240/replaydf_all_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/add22_test_track1/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/add22_test_track1/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/add22_test_track3/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/add22_test_track3/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/add23_test_R1/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/add23_test_R1/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/add23_test_R2/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/add23_test_R2/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/asvspoof2019_la_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/asvspoof2019_la_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/asvspoof21_df_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/asvspoof21_la_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/asvspoof21_la_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/asvspoof5_test/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/codecfake_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/ctrsvdd_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/ctrsvdd_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/fakemusiccaps_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/fakemusiccaps_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/habla_test/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/habla_test/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/itw_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/itw_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/mlaad_final/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/odss_test/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/odss_test/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/partialedit_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/partialedit_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/partialspoof_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/partialspoof_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/replaydf_all_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/replaydf_all_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed2/spoofceleb_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed2/spoofceleb_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed240/add22_test_track1/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed240/add22_test_track1/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed240/add22_test_track3/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed240/add22_test_track3/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed240/add23_test_R1/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed240/add23_test_R1/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed240/add23_test_R2/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed240/add23_test_R2/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed240/asvspoof2019_la_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed240/asvspoof2019_la_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed240/asvspoof21_df_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed240/asvspoof21_la_eval/metrics.json +17 -0
- ASV5/Nes2Net/HuBERT/seed240/asvspoof21_la_eval/predictions.txt +0 -0
- ASV5/Nes2Net/HuBERT/seed240/asvspoof5_test/metrics.json +17 -0
ASV5/Nes2Net/EAT/seed240/replaydf_all_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 3.326789000009294,
|
| 3 |
+
"ACC": 0.5157386363636364,
|
| 4 |
+
"EER": 0.39268939393939395,
|
| 5 |
+
"EER_CI": 0.004053744647468993,
|
| 6 |
+
"EER_CI_LOW": 0.3884464907176933,
|
| 7 |
+
"EER_CI_HIGH": 0.3965539800126313,
|
| 8 |
+
"F1_SCORE": 0.3674755160453487,
|
| 9 |
+
"replaydf_all_eval": {
|
| 10 |
+
"ACC": 0.5157386363636364,
|
| 11 |
+
"EER": 0.39268939393939395,
|
| 12 |
+
"EER_CI": 0.004053744647468993,
|
| 13 |
+
"EER_CI_LOW": 0.3884464907176933,
|
| 14 |
+
"EER_CI_HIGH": 0.3965539800126313,
|
| 15 |
+
"F1_SCORE": 0.3674755160453487
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/EAT/seed240/replaydf_all_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/add22_test_track1/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 5.2021919925856235,
|
| 3 |
+
"ACC": 0.3503328785062134,
|
| 4 |
+
"EER": 0.4118181732370786,
|
| 5 |
+
"EER_CI": 0.0028854716662191637,
|
| 6 |
+
"EER_CI_LOW": 0.40901277537172304,
|
| 7 |
+
"EER_CI_HIGH": 0.41478371870416136,
|
| 8 |
+
"F1_SCORE": 0.3184168406166468,
|
| 9 |
+
"add22_test_track1": {
|
| 10 |
+
"ACC": 0.3503328785062134,
|
| 11 |
+
"EER": 0.4118181732370786,
|
| 12 |
+
"EER_CI": 0.0028854716662191637,
|
| 13 |
+
"EER_CI_LOW": 0.40901277537172304,
|
| 14 |
+
"EER_CI_HIGH": 0.41478371870416136,
|
| 15 |
+
"F1_SCORE": 0.3184168406166468
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/add22_test_track1/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/add22_test_track3/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 1.625807971953594,
|
| 3 |
+
"ACC": 0.6786009884834583,
|
| 4 |
+
"EER": 0.2907675159915376,
|
| 5 |
+
"EER_CI": 0.0029562154259838436,
|
| 6 |
+
"EER_CI_LOW": 0.2876769162082265,
|
| 7 |
+
"EER_CI_HIGH": 0.2935893470601942,
|
| 8 |
+
"F1_SCORE": 0.6077571899692825,
|
| 9 |
+
"add22_test_track3": {
|
| 10 |
+
"ACC": 0.6786009884834583,
|
| 11 |
+
"EER": 0.2907675159915376,
|
| 12 |
+
"EER_CI": 0.0029562154259838436,
|
| 13 |
+
"EER_CI_LOW": 0.2876769162082265,
|
| 14 |
+
"EER_CI_HIGH": 0.2935893470601942,
|
| 15 |
+
"F1_SCORE": 0.6077571899692825
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/add22_test_track3/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/add23_test_R1/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 0.605506110173251,
|
| 3 |
+
"ACC": 0.8538168893334286,
|
| 4 |
+
"EER": 0.19205014385789343,
|
| 5 |
+
"EER_CI": 0.0026516104807121493,
|
| 6 |
+
"EER_CI_LOW": 0.18925510390401024,
|
| 7 |
+
"EER_CI_HIGH": 0.19455832486543453,
|
| 8 |
+
"F1_SCORE": 0.8135749919716606,
|
| 9 |
+
"add23_test_R1": {
|
| 10 |
+
"ACC": 0.8538168893334286,
|
| 11 |
+
"EER": 0.19205014385789343,
|
| 12 |
+
"EER_CI": 0.0026516104807121493,
|
| 13 |
+
"EER_CI_LOW": 0.18925510390401024,
|
| 14 |
+
"EER_CI_HIGH": 0.19455832486543453,
|
| 15 |
+
"F1_SCORE": 0.8135749919716606
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/add23_test_R1/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/add23_test_R2/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 0.8853972255771156,
|
| 3 |
+
"ACC": 0.7986275817247229,
|
| 4 |
+
"EER": 0.24918672526621133,
|
| 5 |
+
"EER_CI": 0.0029538101088821406,
|
| 6 |
+
"EER_CI_LOW": 0.2462939508456766,
|
| 7 |
+
"EER_CI_HIGH": 0.2522015710634409,
|
| 8 |
+
"F1_SCORE": 0.7358866378909397,
|
| 9 |
+
"add23_test_R2": {
|
| 10 |
+
"ACC": 0.7986275817247229,
|
| 11 |
+
"EER": 0.24918672526621133,
|
| 12 |
+
"EER_CI": 0.0029538101088821406,
|
| 13 |
+
"EER_CI_LOW": 0.2462939508456766,
|
| 14 |
+
"EER_CI_HIGH": 0.2522015710634409,
|
| 15 |
+
"F1_SCORE": 0.7358866378909397
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/add23_test_R2/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/asvspoof2019_la_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 5.888190009425882,
|
| 3 |
+
"ACC": 0.2617179274815054,
|
| 4 |
+
"EER": 0.16125064012163318,
|
| 5 |
+
"EER_CI": 0.003334139193435462,
|
| 6 |
+
"EER_CI_LOW": 0.15799151949580473,
|
| 7 |
+
"EER_CI_HIGH": 0.16465979788267565,
|
| 8 |
+
"F1_SCORE": 0.2594594993073905,
|
| 9 |
+
"asvspoof2019_la_eval": {
|
| 10 |
+
"ACC": 0.2617179274815054,
|
| 11 |
+
"EER": 0.16125064012163318,
|
| 12 |
+
"EER_CI": 0.003334139193435462,
|
| 13 |
+
"EER_CI_LOW": 0.15799151949580473,
|
| 14 |
+
"EER_CI_HIGH": 0.16465979788267565,
|
| 15 |
+
"F1_SCORE": 0.2594594993073905
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/asvspoof2019_la_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/asvspoof21_df_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 3.5796011224700814,
|
| 3 |
+
"ACC": 0.46706841290622053,
|
| 4 |
+
"EER": 0.1490502443916415,
|
| 5 |
+
"EER_CI": 0.0021085809848015863,
|
| 6 |
+
"EER_CI_LOW": 0.14692071209109533,
|
| 7 |
+
"EER_CI_HIGH": 0.1511378740606985,
|
| 8 |
+
"F1_SCORE": 0.36948194709415766,
|
| 9 |
+
"asvspoof21_df_eval": {
|
| 10 |
+
"ACC": 0.46706841290622053,
|
| 11 |
+
"EER": 0.1490502443916415,
|
| 12 |
+
"EER_CI": 0.0021085809848015863,
|
| 13 |
+
"EER_CI_LOW": 0.14692071209109533,
|
| 14 |
+
"EER_CI_HIGH": 0.1511378740606985,
|
| 15 |
+
"F1_SCORE": 0.36948194709415766
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/asvspoof21_la_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 6.5061902533440374,
|
| 3 |
+
"ACC": 0.19514631249325126,
|
| 4 |
+
"EER": 0.18569275210832564,
|
| 5 |
+
"EER_CI": 0.002650625537444662,
|
| 6 |
+
"EER_CI_LOW": 0.1830219684349391,
|
| 7 |
+
"EER_CI_HIGH": 0.18832321950982842,
|
| 8 |
+
"F1_SCORE": 0.19512772883461788,
|
| 9 |
+
"asvspoof21_la_eval": {
|
| 10 |
+
"ACC": 0.19514631249325126,
|
| 11 |
+
"EER": 0.18569275210832564,
|
| 12 |
+
"EER_CI": 0.002650625537444662,
|
| 13 |
+
"EER_CI_LOW": 0.1830219684349391,
|
| 14 |
+
"EER_CI_HIGH": 0.18832321950982842,
|
| 15 |
+
"F1_SCORE": 0.19512772883461788
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/asvspoof21_la_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/asvspoof5_test/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 1.8053744701983365,
|
| 3 |
+
"ACC": 0.6335450531307012,
|
| 4 |
+
"EER": 0.16505354027942742,
|
| 5 |
+
"EER_CI": 0.0010488930691128495,
|
| 6 |
+
"EER_CI_LOW": 0.16402063090075436,
|
| 7 |
+
"EER_CI_HIGH": 0.16611841703898006,
|
| 8 |
+
"F1_SCORE": 0.6114256200545793,
|
| 9 |
+
"asvspoof5_test": {
|
| 10 |
+
"ACC": 0.6335450531307012,
|
| 11 |
+
"EER": 0.16505354027942742,
|
| 12 |
+
"EER_CI": 0.0010488930691128495,
|
| 13 |
+
"EER_CI_LOW": 0.16402063090075436,
|
| 14 |
+
"EER_CI_HIGH": 0.16611841703898006,
|
| 15 |
+
"F1_SCORE": 0.6114256200545793
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/codecfake_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 4.313387416689478,
|
| 3 |
+
"ACC": 0.41721201284508,
|
| 4 |
+
"EER": 0.46710603362347947,
|
| 5 |
+
"EER_CI": 0.001835828712704629,
|
| 6 |
+
"EER_CI_LOW": 0.4651809365528105,
|
| 7 |
+
"EER_CI_HIGH": 0.46885259397821977,
|
| 8 |
+
"F1_SCORE": 0.41184270640430154,
|
| 9 |
+
"codecfake_eval": {
|
| 10 |
+
"ACC": 0.41721201284508,
|
| 11 |
+
"EER": 0.46710603362347947,
|
| 12 |
+
"EER_CI": 0.001835828712704629,
|
| 13 |
+
"EER_CI_LOW": 0.4651809365528105,
|
| 14 |
+
"EER_CI_HIGH": 0.46885259397821977,
|
| 15 |
+
"F1_SCORE": 0.41184270640430154
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/ctrsvdd_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 4.69116036587748,
|
| 3 |
+
"ACC": 0.2722461166984661,
|
| 4 |
+
"EER": 0.41497616038721735,
|
| 5 |
+
"EER_CI": 0.004042180169819526,
|
| 6 |
+
"EER_CI_LOW": 0.4111752854858311,
|
| 7 |
+
"EER_CI_HIGH": 0.41925964582547015,
|
| 8 |
+
"F1_SCORE": 0.2721678502496445,
|
| 9 |
+
"ctrsvdd_eval": {
|
| 10 |
+
"ACC": 0.2722461166984661,
|
| 11 |
+
"EER": 0.41497616038721735,
|
| 12 |
+
"EER_CI": 0.004042180169819526,
|
| 13 |
+
"EER_CI_LOW": 0.4111752854858311,
|
| 14 |
+
"EER_CI_HIGH": 0.41925964582547015,
|
| 15 |
+
"F1_SCORE": 0.2721678502496445
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/ctrsvdd_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/fakemusiccaps_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 9.146820450713157,
|
| 3 |
+
"ACC": 0.011266074986415504,
|
| 4 |
+
"EER": 0.5,
|
| 5 |
+
"EER_CI": 0.0,
|
| 6 |
+
"EER_CI_LOW": 0.5,
|
| 7 |
+
"EER_CI_HIGH": 0.5,
|
| 8 |
+
"F1_SCORE": 0.011140564550795243,
|
| 9 |
+
"fakemusiccaps_eval": {
|
| 10 |
+
"ACC": 0.011266074986415504,
|
| 11 |
+
"EER": 0.5,
|
| 12 |
+
"EER_CI": 0.0,
|
| 13 |
+
"EER_CI_LOW": 0.5,
|
| 14 |
+
"EER_CI_HIGH": 0.5,
|
| 15 |
+
"F1_SCORE": 0.011140564550795243
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/fakemusiccaps_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/habla_test/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 2.7140266172980296,
|
| 3 |
+
"ACC": 0.517090976583042,
|
| 4 |
+
"EER": 0.31125504901654466,
|
| 5 |
+
"EER_CI": 0.005340778585564504,
|
| 6 |
+
"EER_CI_LOW": 0.30624627359368517,
|
| 7 |
+
"EER_CI_HIGH": 0.3169278307648142,
|
| 8 |
+
"F1_SCORE": 0.5166191293629605,
|
| 9 |
+
"habla_test": {
|
| 10 |
+
"ACC": 0.517090976583042,
|
| 11 |
+
"EER": 0.31125504901654466,
|
| 12 |
+
"EER_CI": 0.005340778585564504,
|
| 13 |
+
"EER_CI_LOW": 0.30624627359368517,
|
| 14 |
+
"EER_CI_HIGH": 0.3169278307648142,
|
| 15 |
+
"F1_SCORE": 0.5166191293629605
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/habla_test/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/itw_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 2.1581124959277433,
|
| 3 |
+
"ACC": 0.6919978602221593,
|
| 4 |
+
"EER": 0.1923861170077304,
|
| 5 |
+
"EER_CI": 0.00466136473618993,
|
| 6 |
+
"EER_CI_LOW": 0.18801152565210863,
|
| 7 |
+
"EER_CI_HIGH": 0.1973342551244885,
|
| 8 |
+
"F1_SCORE": 0.5494062420927713,
|
| 9 |
+
"itw_eval": {
|
| 10 |
+
"ACC": 0.6919978602221593,
|
| 11 |
+
"EER": 0.1923861170077304,
|
| 12 |
+
"EER_CI": 0.00466136473618993,
|
| 13 |
+
"EER_CI_LOW": 0.18801152565210863,
|
| 14 |
+
"EER_CI_HIGH": 0.1973342551244885,
|
| 15 |
+
"F1_SCORE": 0.5494062420927713
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/itw_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/mlaad_final/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 1.4479044588002137,
|
| 3 |
+
"ACC": 0.7582491683026905,
|
| 4 |
+
"EER": 0.2590366097646085,
|
| 5 |
+
"EER_CI": 0.0014359059311277733,
|
| 6 |
+
"EER_CI_LOW": 0.25764784990607437,
|
| 7 |
+
"EER_CI_HIGH": 0.2605196617683299,
|
| 8 |
+
"F1_SCORE": 0.7175871294731944,
|
| 9 |
+
"MLAAD_final": {
|
| 10 |
+
"ACC": 0.7582491683026905,
|
| 11 |
+
"EER": 0.2590366097646085,
|
| 12 |
+
"EER_CI": 0.0014359059311277733,
|
| 13 |
+
"EER_CI_LOW": 0.25764784990607437,
|
| 14 |
+
"EER_CI_HIGH": 0.2605196617683299,
|
| 15 |
+
"F1_SCORE": 0.7175871294731944
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/odss_test/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 3.335026337093566,
|
| 3 |
+
"ACC": 0.5627295934250669,
|
| 4 |
+
"EER": 0.3702708509215224,
|
| 5 |
+
"EER_CI": 0.007415926769321346,
|
| 6 |
+
"EER_CI_LOW": 0.3636681518874939,
|
| 7 |
+
"EER_CI_HIGH": 0.3785000054261366,
|
| 8 |
+
"F1_SCORE": 0.5372032564352739,
|
| 9 |
+
"odss_test": {
|
| 10 |
+
"ACC": 0.5627295934250669,
|
| 11 |
+
"EER": 0.3702708509215224,
|
| 12 |
+
"EER_CI": 0.007415926769321346,
|
| 13 |
+
"EER_CI_LOW": 0.3636681518874939,
|
| 14 |
+
"EER_CI_HIGH": 0.3785000054261366,
|
| 15 |
+
"F1_SCORE": 0.5372032564352739
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/odss_test/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/partialedit_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 10.148054511855365,
|
| 3 |
+
"ACC": 0.036952337824068836,
|
| 4 |
+
"EER": 0.5,
|
| 5 |
+
"EER_CI": 0.0,
|
| 6 |
+
"EER_CI_LOW": 0.5,
|
| 7 |
+
"EER_CI_HIGH": 0.5,
|
| 8 |
+
"F1_SCORE": 0.035635521977422105,
|
| 9 |
+
"partialedit_eval": {
|
| 10 |
+
"ACC": 0.036952337824068836,
|
| 11 |
+
"EER": 0.5,
|
| 12 |
+
"EER_CI": 0.0,
|
| 13 |
+
"EER_CI_LOW": 0.5,
|
| 14 |
+
"EER_CI_HIGH": 0.5,
|
| 15 |
+
"F1_SCORE": 0.035635521977422105
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/partialedit_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/partialspoof_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 7.292078021233306,
|
| 3 |
+
"ACC": 0.20326515715148027,
|
| 4 |
+
"EER": 0.24746130755909557,
|
| 5 |
+
"EER_CI": 0.004124479362375186,
|
| 6 |
+
"EER_CI_LOW": 0.2432195073556603,
|
| 7 |
+
"EER_CI_HIGH": 0.2514684660804107,
|
| 8 |
+
"F1_SCORE": 0.2032593694225997,
|
| 9 |
+
"partialspoof_eval": {
|
| 10 |
+
"ACC": 0.20326515715148027,
|
| 11 |
+
"EER": 0.24746130755909557,
|
| 12 |
+
"EER_CI": 0.004124479362375186,
|
| 13 |
+
"EER_CI_LOW": 0.2432195073556603,
|
| 14 |
+
"EER_CI_HIGH": 0.2514684660804107,
|
| 15 |
+
"F1_SCORE": 0.2032593694225997
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/partialspoof_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/replaydf_all_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 3.1710985284649955,
|
| 3 |
+
"ACC": 0.5462121212121213,
|
| 4 |
+
"EER": 0.4518560606060606,
|
| 5 |
+
"EER_CI": 0.004233899555589643,
|
| 6 |
+
"EER_CI_LOW": 0.44751754967822227,
|
| 7 |
+
"EER_CI_HIGH": 0.45598534878940156,
|
| 8 |
+
"F1_SCORE": 0.4590530266147529,
|
| 9 |
+
"replaydf_all_eval": {
|
| 10 |
+
"ACC": 0.5462121212121213,
|
| 11 |
+
"EER": 0.4518560606060606,
|
| 12 |
+
"EER_CI": 0.004233899555589643,
|
| 13 |
+
"EER_CI_LOW": 0.44751754967822227,
|
| 14 |
+
"EER_CI_HIGH": 0.45598534878940156,
|
| 15 |
+
"F1_SCORE": 0.4590530266147529
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/replaydf_all_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed2/spoofceleb_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 0.8870140275849924,
|
| 3 |
+
"ACC": 0.8174805223307363,
|
| 4 |
+
"EER": 0.15780265066998306,
|
| 5 |
+
"EER_CI": 0.0035435689497122363,
|
| 6 |
+
"EER_CI_LOW": 0.15418732020204912,
|
| 7 |
+
"EER_CI_HIGH": 0.1612744581014736,
|
| 8 |
+
"F1_SCORE": 0.6891517755211746,
|
| 9 |
+
"spoofceleb_eval": {
|
| 10 |
+
"ACC": 0.8174805223307363,
|
| 11 |
+
"EER": 0.15780265066998306,
|
| 12 |
+
"EER_CI": 0.0035435689497122363,
|
| 13 |
+
"EER_CI_LOW": 0.15418732020204912,
|
| 14 |
+
"EER_CI_HIGH": 0.1612744581014736,
|
| 15 |
+
"F1_SCORE": 0.6891517755211746
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed2/spoofceleb_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed240/add22_test_track1/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 1.9339608575394522,
|
| 3 |
+
"ACC": 0.5138142290680318,
|
| 4 |
+
"EER": 0.40811779413850746,
|
| 5 |
+
"EER_CI": 0.002970838174126772,
|
| 6 |
+
"EER_CI_LOW": 0.40517943160859676,
|
| 7 |
+
"EER_CI_HIGH": 0.4111211079568503,
|
| 8 |
+
"F1_SCORE": 0.5123956261147576,
|
| 9 |
+
"add22_test_track1": {
|
| 10 |
+
"ACC": 0.5138142290680318,
|
| 11 |
+
"EER": 0.40811779413850746,
|
| 12 |
+
"EER_CI": 0.002970838174126772,
|
| 13 |
+
"EER_CI_LOW": 0.40517943160859676,
|
| 14 |
+
"EER_CI_HIGH": 0.4111211079568503,
|
| 15 |
+
"F1_SCORE": 0.5123956261147576
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed240/add22_test_track1/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed240/add22_test_track3/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 1.1601311960030924,
|
| 3 |
+
"ACC": 0.6654054437533994,
|
| 4 |
+
"EER": 0.3887648054559311,
|
| 5 |
+
"EER_CI": 0.0034734945726789535,
|
| 6 |
+
"EER_CI_LOW": 0.3853895119774694,
|
| 7 |
+
"EER_CI_HIGH": 0.3923365011228273,
|
| 8 |
+
"F1_SCORE": 0.5537730744164587,
|
| 9 |
+
"add22_test_track3": {
|
| 10 |
+
"ACC": 0.6654054437533994,
|
| 11 |
+
"EER": 0.3887648054559311,
|
| 12 |
+
"EER_CI": 0.0034734945726789535,
|
| 13 |
+
"EER_CI_LOW": 0.3853895119774694,
|
| 14 |
+
"EER_CI_HIGH": 0.3923365011228273,
|
| 15 |
+
"F1_SCORE": 0.5537730744164587
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed240/add22_test_track3/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed240/add23_test_R1/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 0.6375443764648268,
|
| 3 |
+
"ACC": 0.7601450310780882,
|
| 4 |
+
"EER": 0.23323121403552666,
|
| 5 |
+
"EER_CI": 0.0026398116822319573,
|
| 6 |
+
"EER_CI_LOW": 0.2304698923400853,
|
| 7 |
+
"EER_CI_HIGH": 0.23574951570454922,
|
| 8 |
+
"F1_SCORE": 0.7337876537512229,
|
| 9 |
+
"add23_test_R1": {
|
| 10 |
+
"ACC": 0.7601450310780882,
|
| 11 |
+
"EER": 0.23323121403552666,
|
| 12 |
+
"EER_CI": 0.0026398116822319573,
|
| 13 |
+
"EER_CI_LOW": 0.2304698923400853,
|
| 14 |
+
"EER_CI_HIGH": 0.23574951570454922,
|
| 15 |
+
"F1_SCORE": 0.7337876537512229
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed240/add23_test_R1/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed240/add23_test_R2/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 1.005433058190629,
|
| 3 |
+
"ACC": 0.6761649940494779,
|
| 4 |
+
"EER": 0.280234374812649,
|
| 5 |
+
"EER_CI": 0.0029868530377482327,
|
| 6 |
+
"EER_CI_LOW": 0.2772289158090251,
|
| 7 |
+
"EER_CI_HIGH": 0.28320262188452155,
|
| 8 |
+
"F1_SCORE": 0.6533929690330809,
|
| 9 |
+
"add23_test_R2": {
|
| 10 |
+
"ACC": 0.6761649940494779,
|
| 11 |
+
"EER": 0.280234374812649,
|
| 12 |
+
"EER_CI": 0.0029868530377482327,
|
| 13 |
+
"EER_CI_LOW": 0.2772289158090251,
|
| 14 |
+
"EER_CI_HIGH": 0.28320262188452155,
|
| 15 |
+
"F1_SCORE": 0.6533929690330809
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed240/add23_test_R2/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed240/asvspoof2019_la_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 4.81487129844782,
|
| 3 |
+
"ACC": 0.22304420455662086,
|
| 4 |
+
"EER": 0.10933563541940888,
|
| 5 |
+
"EER_CI": 0.003117064782275039,
|
| 6 |
+
"EER_CI_LOW": 0.10601293992982562,
|
| 7 |
+
"EER_CI_HIGH": 0.1122470694943757,
|
| 8 |
+
"F1_SCORE": 0.22283132612916004,
|
| 9 |
+
"asvspoof2019_la_eval": {
|
| 10 |
+
"ACC": 0.22304420455662086,
|
| 11 |
+
"EER": 0.10933563541940888,
|
| 12 |
+
"EER_CI": 0.003117064782275039,
|
| 13 |
+
"EER_CI_LOW": 0.10601293992982562,
|
| 14 |
+
"EER_CI_HIGH": 0.1122470694943757,
|
| 15 |
+
"F1_SCORE": 0.22283132612916004
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed240/asvspoof2019_la_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed240/asvspoof21_df_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 3.6073661167377207,
|
| 3 |
+
"ACC": 0.3622401030353252,
|
| 4 |
+
"EER": 0.1580627501822198,
|
| 5 |
+
"EER_CI": 0.002598748275179724,
|
| 6 |
+
"EER_CI_LOW": 0.15538272706598502,
|
| 7 |
+
"EER_CI_HIGH": 0.16058022361634447,
|
| 8 |
+
"F1_SCORE": 0.3043570087772489,
|
| 9 |
+
"asvspoof21_df_eval": {
|
| 10 |
+
"ACC": 0.3622401030353252,
|
| 11 |
+
"EER": 0.1580627501822198,
|
| 12 |
+
"EER_CI": 0.002598748275179724,
|
| 13 |
+
"EER_CI_LOW": 0.15538272706598502,
|
| 14 |
+
"EER_CI_HIGH": 0.16058022361634447,
|
| 15 |
+
"F1_SCORE": 0.3043570087772489
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed240/asvspoof21_la_eval/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 5.175531590687639,
|
| 3 |
+
"ACC": 0.17181594860166288,
|
| 4 |
+
"EER": 0.12682224489227426,
|
| 5 |
+
"EER_CI": 0.0028028500070540682,
|
| 6 |
+
"EER_CI_LOW": 0.12403398166436432,
|
| 7 |
+
"EER_CI_HIGH": 0.12963968167847245,
|
| 8 |
+
"F1_SCORE": 0.17115857466003348,
|
| 9 |
+
"asvspoof21_la_eval": {
|
| 10 |
+
"ACC": 0.17181594860166288,
|
| 11 |
+
"EER": 0.12682224489227426,
|
| 12 |
+
"EER_CI": 0.0028028500070540682,
|
| 13 |
+
"EER_CI_LOW": 0.12403398166436432,
|
| 14 |
+
"EER_CI_HIGH": 0.12963968167847245,
|
| 15 |
+
"F1_SCORE": 0.17115857466003348
|
| 16 |
+
}
|
| 17 |
+
}
|
ASV5/Nes2Net/HuBERT/seed240/asvspoof21_la_eval/predictions.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
ASV5/Nes2Net/HuBERT/seed240/asvspoof5_test/metrics.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"loss": 1.5155637765568095,
|
| 3 |
+
"ACC": 0.6606039596106784,
|
| 4 |
+
"EER": 0.10902064551334496,
|
| 5 |
+
"EER_CI": 0.0008933057103146999,
|
| 6 |
+
"EER_CI_LOW": 0.10810631687442646,
|
| 7 |
+
"EER_CI_HIGH": 0.10989292829505586,
|
| 8 |
+
"F1_SCORE": 0.6363930224481553,
|
| 9 |
+
"asvspoof5_test": {
|
| 10 |
+
"ACC": 0.6606039596106784,
|
| 11 |
+
"EER": 0.10902064551334496,
|
| 12 |
+
"EER_CI": 0.0008933057103146999,
|
| 13 |
+
"EER_CI_LOW": 0.10810631687442646,
|
| 14 |
+
"EER_CI_HIGH": 0.10989292829505586,
|
| 15 |
+
"F1_SCORE": 0.6363930224481553
|
| 16 |
+
}
|
| 17 |
+
}
|