:sparkles:

README.md

@@ -10,8 +10,8 @@ license: cc-by-sa-3.0
 inference: false
 ---
 
-## Asteroid model `mpariente/ConvTasNet_Libri3Mix_sep_noisy`
-Imported from [Zenodo](https://zenodo.org/record/4020529)
+## Asteroid model
+Imported from this Zenodo [model page](https://zenodo.org/record/4020529).
 
 ## Description:
 This model was trained by  Takhir Mirzaev using the Librimix/ConvTasNet recipe in Asteroid. 
@@ -20,50 +20,50 @@ 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
+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 
+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 
 ```