Update hyperparams.yaml

hyperparams.yaml

@@ -1,15 +1,8 @@
-# Generated 2021-11-21 from:
-# /home/mila/s/subakany/speechbrain-soundskrit/recipes/WHAMandWHAMR/enhancement/hparams/sepformer-whamr-DM.yaml
-# yamllint disable
+
 # ################################
 # Model: SepFormer for source separation
-# https://arxiv.org/abs/2010.13154
-#
 # Dataset : WHAMR!
 # ################################
-# Basic parameters
-# Seed needs to be set at top of yaml, before objects with parameters are made
-#
 
 sample_rate: 8000
 num_spks: 1
@@ -21,12 +14,11 @@ kernel_size: 16
 kernel_stride: 8
 
 # Specifying the network
-Encoder: &id003 !new:speechbrain.lobes.models.dual_path.Encoder
+Encoder: !new:speechbrain.lobes.models.dual_path.Encoder
   kernel_size: 16
   out_channels: 256
 
-
-SBtfintra: &id001 !new:speechbrain.lobes.models.dual_path.SBTransformerBlock
+SBtfintra: !new:speechbrain.lobes.models.dual_path.SBTransformerBlock
   num_layers: 8
   d_model: 256
   nhead: 8
@@ -35,7 +27,7 @@ SBtfintra: &id001 !new:speechbrain.lobes.models.dual_path.SBTransformerBlock
   use_positional_encoding: true
   norm_before: true
 
-SBtfinter: &id002 !new:speechbrain.lobes.models.dual_path.SBTransformerBlock
+SBtfinter: !new:speechbrain.lobes.models.dual_path.SBTransformerBlock
   num_layers: 8
   d_model: 256
   nhead: 8
@@ -44,42 +36,32 @@ SBtfinter: &id002 !new:speechbrain.lobes.models.dual_path.SBTransformerBlock
   use_positional_encoding: true
   norm_before: true
 
-MaskNet: &id005 !new:speechbrain.lobes.models.dual_path.Dual_Path_Model
-
+MaskNet: !new:speechbrain.lobes.models.dual_path.Dual_Path_Model
   num_spks: 1
   in_channels: 256
   out_channels: 256
   num_layers: 2
   K: 250
-  intra_model: *id001
-  inter_model: *id002
+  intra_model: !ref <SBtfintra>
+  inter_model: !ref <SBtfinter>
   norm: ln
   linear_layer_after_inter_intra: false
   skip_around_intra: true
 
-Decoder: &id004 !new:speechbrain.lobes.models.dual_path.Decoder
+Decoder: !new:speechbrain.lobes.models.dual_path.Decoder
   in_channels: 256
   out_channels: 1
   kernel_size: 16
   stride: 8
   bias: false
 
-
 modules:
-  encoder: *id003
-  decoder: *id004
-  masknet: *id005
-save_all_checkpoints: false
-checkpointer: !new:speechbrain.utils.checkpoints.Checkpointer
-  checkpoints_dir: results/sepformer-whamr-enhancement-DM/1234/save
-  recoverables:
-    encoder: *id003
-    decoder: *id004
-    masknet: *id005
+  encoder: !ref <Encoder>
+  decoder: !ref <Decoder>
+  masknet: !ref <MaskNet>
 
 pretrainer: !new:speechbrain.utils.parameter_transfer.Pretrainer
     loadables:
       encoder: !ref <Encoder>
       masknet: !ref <MaskNet>
-      decoder: !ref <Decoder>
-
+      decoder: !ref <Decoder>