Update README.md

README.md

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----
-tags:
-- asteroid
-- audio
-- ConvTasNet
-- audio-to-audio
-datasets:
-- Libri2Mix
-- sep_noisy
-license: cc-by-sa-4.0
----
-
-## Asteroid model `JorisCos/ConvTasNet_Libri2Mix_sepnoisy_8k`
-Imported from [Zenodo](https://zenodo.org/record/3874420#.X9I6NcLjJH4)
-
-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_noisy` task of the Libri2Mix  dataset.
-
-Training config:
-
-```yml
-data:
-    n_src: 2
-    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
-training:
-    batch_size: 24
-    early_stop: True
-    epochs: 200
-    half_lr: True
-    num_workers: 4
-```
-  
-
-Results:
-
-On Libri2Mix min test set :
-```yml
-si_sdr: 9.944424856077259
-si_sdr_imp: 11.939395359731192
-sdr: 10.701526190782072
-sdr_imp: 12.481757547845662
-sir: 22.633644975545575
-sir_imp: 22.45666740833025
-sar: 11.131644100944868
-sar_imp: 4.248489589311784
-stoi: 0.852048619949357
-stoi_imp: 0.2071994899565506
-```
-
-
-License notice:
-
-This work "ConvTasNet_Libri2Mix_sepnoisy_8k" 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_Libri2Mix_sepnoisy_8k" is licensed under A[Attribution-ShareAlike 3.0 Unported](https://creativecommons.org/licenses/by-sa/3.0/) by Joris Cosentino