-
Notifications
You must be signed in to change notification settings - Fork 5
/
train.sh
executable file
·76 lines (49 loc) · 6.62 KB
/
train.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
#!/bin/bash
# the Kaldi path
. ./path.sh
seed=1
### baseline: LightCNN
# ASV17_train_dev #
python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17/labels/train_dev.txt --features=data/ASV17/features/STFT-LPS/STFT-LPS_train-dev.ark --model=LightCNN_9Layers --seed=$seed
# BTAS16-PA_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/BTAS16-PA/labels/train_dev.txt --features=data/BTAS16-PA/features/STFT-LPS/STFT-LPS_train-dev.ark --model=LightCNN_9Layers --seed=$seed
# ASV17+BTAS16-PA_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev.txt --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=LightCNN_9Layers --seed=$seed
### baseline: LightCNN_DAT
# ASV17+BTAS16-PA_train_dev DAT #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='ASV17' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=LightCNN_9Layers_DAT --label_type='DAT' --seed=$seed
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='BTAS16-PA' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=LightCNN_9Layers_DAT --label_type='DAT' --seed=$seed
### proposed: LightCNN_DADA
# ASV17+BTAS16-PA_train_dev DADA #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='ASV17' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=LightCNN_9Layers_DADA --label_type='DADA' --seed=$seed
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='BTAS16-PA' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=LightCNN_9Layers_DADA --label_type='DADA' --seed=$seed
### baseline: CGCNN
# ASV17_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17/labels/train_dev.txt --features=data/ASV17/features/STFT-LPS/STFT-LPS_train-dev.ark --model=CGCNN_10Layers --seed=$seed
# BTAS16-PA_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/BTAS16-PA/labels/train_dev.txt --features=data/BTAS16-PA/features/STFT-LPS/STFT-LPS_train-dev.ark --model=CGCNN_10Layers --seed=$seed
# ASV17+BTAS16-PA_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev.txt --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=CGCNN_10Layers --seed=$seed
### baseline: CGCNN_DAT
# ASV17+BTAS16-PA_train_dev DAT #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='ASV17' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=CGCNN_10Layers_DAT --label_type='DAT' --seed=$seed
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='BTAS16-PA' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=CGCNN_10Layers_DAT --label_type='DAT' --seed=$seed
### proposed: CGCNN_DADA
# ASV17+BTAS16-PA_train_dev DADA #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='ASV17' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=CGCNN_10Layers_DADA --label_type='DADA' --seed=$seed
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='BTAS16-PA' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=CGCNN_10Layers_DADA --label_type='DADA' --seed=$seed
### baseline: ResNet_10Layers
# ASV17_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17/labels/train_dev.txt --features=data/ASV17/features/STFT-LPS/STFT-LPS_train-dev.ark --model=ResNet_10Layers --seed=$seed
# BTAS16-PA_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/BTAS16-PA/labels/train_dev.txt --features=data/BTAS16-PA/features/STFT-LPS/STFT-LPS_train-dev.ark --model=ResNet_10Layers --seed=$seed
# ASV17+BTAS16-PA_train_dev #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev.txt --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=ResNet_10Layers --seed=$seed
### baseline: ResNet_10Layers_DAT
# ASV17+BTAS16-PA_train_dev DAT #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='ASV17' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=ResNet_10Layers_DAT --label_type='DAT' --seed=$seed
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='BTAS16-PA' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=ResNet_10Layers_DAT --label_type='DAT' --seed=$seed
### proposed: ResNet_10Layers_DADA
# ASV17+BTAS16-PA_train_dev DADA #
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='ASV17' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=ResNet_10Layers_DADA --label_type='DADA' --seed=$seed
#python3 -u scripts/run.py train --config='config/train.yaml' --labels=data/ASV17+BTAS16-PA/labels/ASV17-train-dev_BTAS16-PA-train-dev_DAT-DADA.txt --outdomain='BTAS16-PA' --features=data/ASV17+BTAS16-PA/features/STFT-LPS/STFT-LPS_ASV17-train-dev_BTAS16-PA-train-dev.ark --model=ResNet_10Layers_DADA --label_type='DADA' --seed=$seed