update spoofceleb after adding new data

.gitattributes

@@ -294,3 +294,25 @@ speaker_verification/exp/resnet293_lm/embeddings/vox2_dev/xvector_007.ark filter
 speaker_verification/exp/resnet293_lm/embeddings/vox2_dev/xvector_007.scp filter=lfs diff=lfs merge=lfs -text
 speaker_verification/exp/resnet293_lm/scores_spooftrain/train_asnorm300_eval_trials.kaldi.score filter=lfs diff=lfs merge=lfs -text
 speaker_verification/exp/resnet293_lm/scores_vox2dev/vox2_dev_asnorm300_eval_trials.kaldi.score filter=lfs diff=lfs merge=lfs -text
+anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/embedding.scp filter=lfs diff=lfs merge=lfs -text
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+anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/posteriors_spoofceleb/dev/logits.ark filter=lfs diff=lfs merge=lfs -text
+anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/posteriors_spoofceleb/eval/logits.ark filter=lfs diff=lfs merge=lfs -text

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/config.yaml

@@ -0,0 +1,110 @@
+data_type: raw
+dataloader_args:
+  batch_size: 128
+  drop_last: true
+  num_workers: 6
+  pin_memory: false
+  prefetch_factor: 8
+dataset_args:
+  aug_prob: 0.0
+  cmvn: true
+  cmvn_args:
+    norm_mean: true
+    norm_var: false
+  dasheng_args:
+    frozen: false
+    upstream_args:
+      name: mispeech/dasheng-base
+      path_or_url: ./dasheng_models_cache/
+      pruning_units: ''
+  filter: true
+  filter_args:
+    max_num_frames: 400
+    min_num_frames: 50
+  frontend: dasheng
+  num_frms: 150
+  resample_rate: 16000
+  sample_num_per_epoch: 0
+  shuffle: true
+  shuffle_args:
+    shuffle_size: 2500
+  spec_aug: false
+  spec_aug_args:
+    max_f: 8
+    max_t: 10
+    num_f_mask: 1
+    num_t_mask: 1
+    prob: 0.6
+  speed_perturb: false
+enable_amp: false
+exp_dir: exp/dasheng-base/MHFA_pruning_s0_lr2
+gpus:
+- 0
+- 1
+- 2
+- 3
+- 4
+- 5
+- 6
+- 7
+initial_reg_lr: 0.05
+local_rank: 0
+log_batch_interval: 100
+loss: CrossEntropyLoss
+loss_args: {}
+margin_scheduler: MarginScheduler
+margin_update:
+  epoch_iter: 2480
+  final_margin: 0.0
+  fix_start_epoch: 40
+  increase_start_epoch: 20
+  increase_type: exp
+  initial_margin: 0.0
+  update_margin: true
+min_sparsity: 0.0
+model: SSL_BACKEND_MHFA
+model_args:
+  compression_dim: 128
+  embed_dim: 256
+  feat_dim: 768
+  feature_grad_mult: 1.0
+  head_nb: 32
+  nb_layer: 12
+model_init: null
+noise_data: data/musan/lmdb
+num_avg: 2
+num_epochs: 3
+optimizer: AdamW
+optimizer_args:
+  lr: 5.0e-06
+  weight_decay: 1.0e-07
+original_ssl_num_params: 0
+projection_args:
+  do_lm: false
+  easy_margin: false
+  embed_dim: 256
+  num_class: 2
+  project_type: softmax
+  scale: 32.0
+reverb_data: data/rirs/lmdb
+save_epoch_interval: 1
+scheduler: ExponentialDecrease
+scheduler_args:
+  epoch_iter: 2480
+  final_lr: 1.0e-07
+  frontend_lr_ratio: 0.05
+  frontend_modules:
+  - frontend
+  initial_lr: 5.0e-06
+  num_epochs: 3
+  scale_ratio: 16.0
+  warm_from_zero: true
+  warm_up_epoch: 2
+seed: 42
+sparsity_schedule: cosine
+sparsity_warmup_epochs: 5
+target_sparsity: 0.1
+train_data: data/train/raw.list
+train_label: data/train/utt2lab
+train_lmdb: data/train/lmdb
+use_pruning_loss: false

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/embedding.scp

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anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/extract.result

@@ -0,0 +1 @@
+Successfully extract embedding for dev

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_000.log

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+/user-software/venv/pytorch/lib/python3.10/site-packages/kaldiio/__init__.py:2: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.bias
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_mean
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_var
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.num_batches_tracked
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_001.log

@@ -0,0 +1,14 @@
+/user-software/venv/pytorch/lib/python3.10/site-packages/kaldiio/__init__.py:2: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.bias
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_mean
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_var
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.num_batches_tracked
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_002.log

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+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.bias
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_mean
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_var
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+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_003.log

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+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.bias
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+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_004.log

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+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.bias
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+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_005.log

@@ -0,0 +1,14 @@
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+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.bias
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+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_006.log

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+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.bias
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_mean
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.running_var
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+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

anti-spoofing/exp/dasheng-base/MHFA_pruning_s0_lr2/embeddings/dev_asv5/log/split_007.log

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+  import pkg_resources
+ESPnet is not installed, cannot use espnet_hubert upstream
+Initializing frontend model (this could take some time) ...
+Loading checkpoint ...
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.0.weight
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+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.weight
+[ WARNING : 2025-10-30 07:03:27 ] - unexpected tensor: projection.trans.2.bias
+Finished !!! Start extracting ...
+

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