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README.md
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- wham
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- sep_clean
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license: cc-by-sa-3.0
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---
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## Asteroid model `mpariente/DPRNNTasNet(ks=16)_WHAM!_sepclean`
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### Training config
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- data:
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- filterbank:
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- main_args:
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- masknet:
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- optim:
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- positional arguments:
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- training:
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#### Results
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- wham
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- sep_clean
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license: cc-by-sa-3.0
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pipeline_tag: audio-to-audio
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---
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## Asteroid model `mpariente/DPRNNTasNet(ks=16)_WHAM!_sepclean`
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### Training config
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- data:
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\t- mode: min
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\t- nondefault_nsrc: None
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\t- sample_rate: 8000
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\t- segment: 2.0
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\t- task: sep_clean
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\t- train_dir: data/wav8k/min/tr
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\t- valid_dir: data/wav8k/min/cv
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- filterbank:
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\t- kernel_size: 16
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\t- n_filters: 64
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\t- stride: 8
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- main_args:
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\t- exp_dir: exp/train_dprnn_ks16/
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\t- help: None
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- masknet:
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\t- bidirectional: True
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\t- bn_chan: 128
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\t- chunk_size: 100
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\t- dropout: 0
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\t- hid_size: 128
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\t- hop_size: 50
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\t- in_chan: 64
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\t- mask_act: sigmoid
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\t- n_repeats: 6
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\t- n_src: 2
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\t- out_chan: 64
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- optim:
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\t- lr: 0.001
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\t- optimizer: adam
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\t- weight_decay: 1e-05
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- positional arguments:
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- training:
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\t- batch_size: 6
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\t- early_stop: True
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\t- epochs: 200
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\t- gradient_clipping: 5
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\t- half_lr: True
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\t- num_workers: 6
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#### Results
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