Import from Zenodo: v1

README.md

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+---
+tags:
+- asteroid
+- audio
+- ConvTasNet
+datasets:
+- LibriMix
+- enh_single
+license: cc-by-sa-3.0
+inference: false
+---
+
+## Asteroid model
+Imported from this Zenodo [model page](https://zenodo.org/record/3970768).
+
+## Description:
+This model was trained by  Brij Mohan using the Librimix/ConvTasNet recipe in Asteroid. 
+It was trained on the `enh_single` task of the Libri3Mix dataset.
+ 
+
+## Training config:
+```yaml
+data:
+    n_src: 1
+    sample_rate: 8000
+    segment: 3
+    task: enh_single
+    train_dir: data/wav8k/min/train-360
+    valid_dir: data/wav8k/min/dev
+filterbank:
+    kernel_size: 16
+    n_filters: 512
+    stride: 8
+masknet:
+    bn_chan: 128
+    hid_chan: 512
+    mask_act: relu
+    n_blocks: 8
+    n_repeats: 3
+    n_src: 1
+    skip_chan: 128
+optim:
+    lr: 0.001
+    optimizer: adam
+    weight_decay: 0.0
+training:
+    batch_size: 24
+    early_stop: True
+    epochs: 200
+    half_lr: True
+```
+ 
+
+## Results:
+```yaml
+si_sdr: 14.783675142685572
+si_sdr_imp: 11.464625198953202
+sdr: 15.497505907983102
+sdr_imp: 12.07230150154914
+sar: 15.497505907983102
+sar_imp: 12.07230150154914
+stoi: 0.9270030254700518
+stoi_imp: 0.1320547197597893 
+```
+ 
+
+## License notice:
+This work "ConvTasNet_Libri1Mix_enhsingle_8k" 
+is a derivative of [LibriSpeech ASR corpus](http://www.openslr.org/12) by 
+[Vassil Panayotov](https://github.com/vdp),
+used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). 
+"ConvTasNet_Libri1Mix_enhsingle_8k" 
+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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