Import from Zenodo: v1

README.md

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+---
+tags:
+- asteroid
+- audio
+- ConvTasNet
+datasets:
+- LibriMix
+- sep_noisy
+license: cc-by-sa-3.0
+inference: false
+---
+
+## Asteroid model `mpariente/ConvTasNet_Libri3Mix_sep_noisy`
+Imported from [Zenodo](https://zenodo.org/record/4020529)
+
+## Description:
+This model was trained by  Takhir Mirzaev using the Librimix/ConvTasNet recipe in Asteroid. 
+It was trained on the `sep_noisy` task of the Libri3Mix dataset.
+ 
+
+## Training config:
+```yaml
+    data:
+        n_src: 3
+        sample_rate: 8000
+        segment: 3
+        task: sep_noisy
+        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
+        skip_chan: 128
+    optim:
+        lr: 0.001
+        optimizer: adam
+        weight_decay: 0.0
+    positional arguments:
+    training:
+        batch_size: 4
+        early_stop: True
+        epochs: 200
+        half_lr: True
+        num_workers: 4
+```
+ 
+
+## Results:
+```yaml
+    si_sdr: 6.824750632456865
+    si_sdr_imp: 11.234803761803752
+    sdr: 7.715799858488098
+    sdr_imp: 11.778681386239114
+    sir: 16.442141130818637
+    sir_imp: 19.527535070051055
+    sar: 8.757864265661263
+    sar_imp: -0.15657258049670303
+    stoi: 0.7854554136619554
+    stoi_imp: 0.22267957718163015 
+```
+ 
+
+## License notice:
+This work "ConvTasNet_Libri3Mix_sepnoisy" 
+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_Libri3Mix_sepnoisy" 
+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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