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add beta mdt configs
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hungdinhxuan committed Dec 27, 2024
1 parent 72f1fdb commit 76e7647
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Showing 9 changed files with 1,156 additions and 14 deletions.
15 changes: 14 additions & 1 deletion configs/data/asvspoof_multiview.yaml
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Expand Up @@ -29,4 +29,17 @@ args:
P: 10
g_sd: 2
SNRmin: 10
SNRmax: 40
SNRmax: 40
view_padding_configs:
'1':
padding_type: repeat
random_start: False
'2':
padding_type: repeat
random_start: False
'3':
padding_type: repeat
random_start: False
'4':
padding_type: repeat
random_start: False
2 changes: 2 additions & 0 deletions configs/experiment/aasistssl_multiview_conf-2.yaml
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Expand Up @@ -36,6 +36,8 @@ data:
args:
padding_type: repeat
random_start: False
chunk_size: 16000 # 1 sec
overlap_size: 8000 # 0.5 sec


logger:
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@@ -0,0 +1,60 @@
# @package _global_

# to execute this experiment run:
# python train.py experiment=example

defaults:
- override /data: asvspoof_multiview
- override /model: xlsr_aasist_multiview
- override /callbacks: default_loss
- override /trainer: default

# all parameters below will be merged with parameters from default configurations set above
# this allows you to overwrite only specified parameters

tags: ["asvspoof_multiview", "xlsr_aasist_multiview"]

seed: 1234

trainer:
max_epochs: 100
gradient_clip_val: 0.0
accelerator: cuda

model:
optimizer:
lr: 0.000001
weight_decay: 0.0001
net: null
scheduler: null
compile: true

data:
batch_size: 14
num_workers: 8
pin_memory: true
args:
padding_type: repeat
random_start: True
chunk_size: 16000 # 1 sec
overlap_size: 8000 # 0.5 sec
view_padding_configs:
'1':
padding_type: repeat
random_start: True
'2':
padding_type: repeat
random_start: True
'3':
padding_type: repeat
random_start: True
'4':
padding_type: repeat
random_start: True

logger:
wandb:
tags: ${tags}
group: "asvspoof_multiview"
aim:
experiment: "asvspoof_multiview"
Original file line number Diff line number Diff line change
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# @package _global_

# to execute this experiment run:
# python train.py experiment=example

defaults:
- override /data: asvspoof_multiview
- override /model: xlsr_aasist_multiview
- override /callbacks: default_loss
- override /trainer: default

# all parameters below will be merged with parameters from default configurations set above
# this allows you to overwrite only specified parameters

tags: ["asvspoof_multiview", "xlsr_aasist_multiview"]

seed: 1234

trainer:
max_epochs: 100
gradient_clip_val: 0.0
accelerator: cuda

model:
optimizer:
lr: 0.000001
weight_decay: 0.0001
net: null
scheduler: null
compile: true

data:
batch_size: 14
num_workers: 8
pin_memory: true
args:
padding_type: repeat
random_start: True
chunk_size: 16000 # 1 sec
overlap_size: 8000 # 0.5 sec
view_padding_configs:
'1':
padding_type: repeat
random_start: True
'2':
padding_type: repeat
random_start: False
'3':
padding_type: repeat
random_start: False
'4':
padding_type: repeat
random_start: False

logger:
wandb:
tags: ${tags}
group: "asvspoof_multiview"
aim:
experiment: "asvspoof_multiview"
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