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checkpoints/AV_MossFormer2_TSE_16K/config.yaml
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## Config file
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# Log
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seed: 777
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use_cuda: 1 # 1 for True, 0 for False
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# dataset
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speaker_no: 2
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mix_lst_path: ./data/allData/voxceleb2/mixture_data_list_2mix_pretrain.csv
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audio_direc: /mnt/nas_sg/wulanchabu/zexu.pan/datasets/voxceleb2/audio_clean
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reference_direc: /mnt/nas_sg/wulanchabu/zexu.pan/datasets/ # not used
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audio_sr: 16000
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ref_sr: 25
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# dataloader
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num_workers: 4
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batch_size: 2 # 4-GPU training with a total effective batch size of 8
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accu_grad: 0
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effec_batch_size: 4 # per GPU, only used if accu_grad is set to 1, must be multiple times of batch size
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max_length: 5 # truncate the utterances in dataloader, in seconds
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# network settings
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init_from: checkpoints/log_2024-09-30(09:49:14) # 'None' or a log name 'log_2024-07-22(18:12:13)'
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causal: 0 # 1 for True, 0 for False
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network_reference:
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cue: lip # lip or speech or gesture or EEG
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backbone: resnet18 # resnet18 or shufflenetV2 or blazenet64
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emb_size: 256 # resnet18:256
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network_audio:
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backbone: mossformer2
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encoder_kernel_size: 16
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encoder_out_nchannels: 512
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encoder_in_nchannels: 1
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masknet_numspks: 1
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masknet_chunksize: 250
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masknet_numlayers: 1
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masknet_norm: "ln"
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masknet_useextralinearlayer: False
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masknet_extraskipconnection: True
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intra_numlayers: 24
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intra_nhead: 8
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intra_dffn: 1024
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intra_dropout: 0
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intra_use_positional: True
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intra_norm_before: True
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# optimizer
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loss_type: hybrid # "snr", "sisdr", "hybrid"
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init_learning_rate: 0.00015
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max_epoch: 150
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clip_grad_norm: 5
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checkpoints/AV_MossFormer2_TSE_16K/last_best_checkpoint
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last_best_checkpoint.pt
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checkpoints/AV_MossFormer2_TSE_16K/last_best_checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:591a51cfea0a4038b006793308a42b74a661a58b5e0afac20f1def0700b44ae6
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size 734561014
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