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README.md

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+---
+tags:
+- asteroid
+- audio
+- DPRNNTasNet
+datasets:
+- wham
+- sep_clean
+license: cc-by-sa-3.0
+inference: false
+---
+
+## Asteroid model `mpariente/DPRNNTasNet-ks2_WHAM_sepclean`
+Imported from [Zenodo](https://zenodo.org/record/3862942)
+
+### Description:
+This model was trained by Manuel Pariente 
+using the wham/DPRNN recipe in [Asteroid](https://github.com/asteroid-team/asteroid).
+It was trained on the `sep_clean` task of the WHAM! dataset.
+
+### Training config:
+```yaml
+data:
+    mode: min
+    nondefault_nsrc: None
+    sample_rate: 8000
+    segment: 2.0
+    task: sep_clean
+    train_dir: data/wav8k/min/tr
+    valid_dir: data/wav8k/min/cv
+filterbank:
+    kernel_size: 2
+    n_filters: 64
+    stride: 1
+main_args:
+    exp_dir: exp/train_dprnn_new/
+    gpus: -1
+    help: None
+masknet:
+    bidirectional: True
+    bn_chan: 128
+    chunk_size: 250
+    dropout: 0
+    hid_size: 128
+    hop_size: 125
+    in_chan: 64
+    mask_act: sigmoid
+    n_repeats: 6
+    n_src: 2
+    out_chan: 64
+optim:
+    lr: 0.001
+    optimizer: adam
+    weight_decay: 1e-05
+positional arguments:
+training:
+    batch_size: 3
+    early_stop: True
+    epochs: 200
+    gradient_clipping: 5
+    half_lr: True
+    num_workers: 8
+```
+
+### Results:
+```yaml
+si_sdr: 19.316743490695334
+si_sdr_imp: 19.317895273889842
+sdr: 19.68085347190952
+sdr_imp: 19.5298092932871
+sir: 30.362213998701232
+sir_imp: 30.21116982007881
+sar: 20.15553251343315
+sar_imp: -129.02091762351188
+stoi: 0.97772664309074
+stoi_imp: 0.23968091518217424
+```
+
+### License notice:
+This work "DPRNNTasNet-ks2_WHAM_sepclean" is a derivative of [CSR-I (WSJ0) Complete](https://catalog.ldc.upenn.edu/LDC93S6A)
+by [LDC](https://www.ldc.upenn.edu/), used under [LDC User Agreement for 
+Non-Members](https://catalog.ldc.upenn.edu/license/ldc-non-members-agreement.pdf) (Research only). 
+"DPRNNTasNet-ks2_WHAM_sepclean" is licensed under [Attribution-ShareAlike 3.0 Unported](https://creativecommons.org/licenses/by-sa/3.0/)
+by Manuel Pariente.

pytorch_model.bin

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