diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.data2vec_audio.py.swp b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.data2vec_audio.py.swp
index 8ffae00ca..f3c894158 100644
Binary files a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.data2vec_audio.py.swp and b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.data2vec_audio.py.swp differ
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/data2vec_audio.py b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/data2vec_audio.py
index be28a28df..6c0577ddb 100644
--- a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/data2vec_audio.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/data2vec_audio.py
@@ -144,6 +144,7 @@ class ResidualAdapterModule(nn.Module):
         
         def build_adapter(embedding_dim, proj_dim):
             return nn.Sequential(
+                    nn.LayerNorm(embedding_dim),
                     nn.Linear(embedding_dim, proj_dim),
                     nn.ReLU(),
                     nn.Linear(proj_dim, embedding_dim),