diff --git a/src/transformers/models/bark/modeling_bark.py b/src/transformers/models/bark/modeling_bark.py
index de04614075cf80..a40ce794105024 100644
--- a/src/transformers/models/bark/modeling_bark.py
+++ b/src/transformers/models/bark/modeling_bark.py
@@ -1068,7 +1068,7 @@ def preprocess_histories(
                     x_coarse_history[n, :] += codebook_size * n
 
             # flatten x_coarse_history
-            x_coarse_history = torch.transpose(x_coarse_history, 0, 1).view(-1)
+            x_coarse_history = torch.transpose(x_coarse_history, 0, 1).reshape(-1)
 
             x_coarse_history = x_coarse_history + semantic_generation_config.semantic_vocab_size