Initial commit

README.md

@@ -0,0 +1,78 @@
+---
+tags:
+- asteroid
+- audio
+- ConvTasNet
+datasets:
+- Libri1Mix
+- enh_single
+license: CC BY-NC 4.0
+inference: false
+---
+
+## Asteroid model `JorisCos/ConvTasNet_Libri1Mix_enhsignle_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 `enh_single` task of the Libri1Mix  dataset.
+
+Training config:
+
+```yml
+data:
+  n_src: 1
+  sample_rate: 16000
+  segment: 3
+  task: enh_single
+  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
+  n_src: 1
+  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 Libri1Mix min test set :
+```yml
+si_sdr: 14.743051006476085,
+si_sdr_imp: 11.293269700616385,
+sdr: 15.300522933671061,
+sdr_imp: 11.797860134458015,
+sir: Infinity,
+sir_imp: NaN,
+sar: 15.300522933671061,
+sar_imp: 11.797860134458015,
+stoi: 0.9310514162434267,
+stoi_imp: 0.13513159270288563
+```
+
+
+License notice:
+
+This work "ConvTasNet_Libri1Mix_enhsignle_16k" is a derivative of [LibriSpeech ASR corpus](http://www.openslr.org/12) by Vassil Panayotov,
+used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/); of The WSJ0 Hipster Ambient Mixtures 
+dataset by [Whisper.ai](http://wham.whisper.ai/), used under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) (Research only). 
+"ConvTasNet_Libri1Mix_enhsignle_16k" is licensed under [Attribution-ShareAlike 3.0 Unported](https://creativecommons.org/licenses/by-sa/3.0/) by Joris Cosentino

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd8ddefe95a35761f8a48643a618eba908572d04d33208a8ed5451fb5a4378d0
+size 20130704