Initial commit

.gitattributes

@@ -6,3 +6,4 @@
 *.tar.gz filter=lfs diff=lfs merge=lfs -text
 *.ot filter=lfs diff=lfs merge=lfs -text
 *.onnx filter=lfs diff=lfs merge=lfs -text
+pytorch_model.bin filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,74 @@
+---
+tags:
+- asteroid
+- audio
+- ConvTasNet
+datasets:
+- Libri2Mix
+- sep_clean
+license: CC BY-NC 4.0
+inference: false
+---
+
+## Asteroid model `JorisCos/ConvTasNet_Libri2Mix_sepclean_16k`
+
+Description:
+
+This model was trained by Joris Cosentino using the librimix recipe in [Asteroid](https://github.com/asteroid-team/asteroid). 
+It was trained on the `sep_clean` task of the Libri2Mix dataset.
+
+Training config:
+```yaml
+data:
+    n_src: 2
+    sample_rate: 16000
+    segment: 3
+    task: sep_clean
+    train_dir: data/wav16k/min/train-360
+    valid_dir: data/wav16k/min/dev
+filterbank:
+    kernel_size: 32
+    n_filters: 512
+    stride: 16
+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
+training:
+    batch_size: 6
+    early_stop: true
+    epochs: 200
+    half_lr: true
+    num_workers: 4
+```
+
+
+Results :
+
+On Libri2Mix min test set :
+```yaml
+'si_sdr': 15.243671356901526,
+'si_sdr_imp': 15.243034178473609,
+'sdr': 15.668108919568112,
+'sdr_imp': 15.578229918028036,
+'sir': 25.295100756629957,
+'sir_imp': 25.205219921301754,
+'sar': 16.307682590197313,
+'sar_imp': -51.64989963759405,
+'stoi': 0.9394951175291422,
+'stoi_imp': 0.22640192740016568
+```
+
+License notice:
+
+This work "ConvTasNet_Libri2Mix_sepclean_16k" 
+is a derivative of LibriSpeech ASR corpus by Vassil Panayotov,
+used under CC BY 4.0. "ConvTasNet_Libri2Mix_sepclean_16k" 
+is licensed under Attribution-ShareAlike 3.0 Unported by Cosentino Joris.

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d97f012f7b2f22bb79cb0d0983a7ba27a52c1796ee3f63cbf25b4d28630adce
+size 20394640