w2v2: aug with populi-series
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- w2v2_aug_asv/READMD.md +1 -0
- w2v2_aug_asv/best.mdl +3 -0
- w2v2_aug_asv/early.mdl +3 -0
- w2v2_aug_asv/last.mdl +3 -0
- w2v2_aug_asv/train.yaml +29 -0
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w2v2_aug_asv/READMD.md
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This model is recommended to work with [tomatoDD](https://github.com/XIAOYixuan/tomatoDD/commits/challenge-fad-proj/) at commit `6c6251c442884770d26e8bab55f8c7b0f0a594fb`
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version https://git-lfs.github.com/spec/v1
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oid sha256:432addbb9e0793387b85688b00c001efe22a8562fed4f9a1f716ea67da3e29c6
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size 1271581969
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w2v2_aug_asv/early.mdl
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version https://git-lfs.github.com/spec/v1
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w2v2_aug_asv/train.yaml
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criterion:
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model_class: built-in
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type: BCEWithLogitsLoss
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data:
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batch_size: 394
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data_path: dataset_meta/asvssPopuli
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do_augment: true
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max_len: 4
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model_class: GeneralFAD
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num_workers: 8
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test_batch_size: 128
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test_num_workers: 4
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upsample: true
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model:
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cuda: 0
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model_class: wav2vecAASIST
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num_classes: 1
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train:
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beta1: 0.9
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beta2: 0.999
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log_interval: 20
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lr: 0.0005
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lr_gamma: 0.5
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lr_step_size: 1000
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max_epoch: 20
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max_steps: 10000000000
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start_steps: 0
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validate_interval: 10000000000
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weight_decay: 0.0001
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