diff --git a/TTS/trainer.py b/TTS/trainer.py
index 2175875c..e8911ba3 100644
--- a/TTS/trainer.py
+++ b/TTS/trainer.py
@@ -453,7 +453,7 @@ class Trainer:
             if "scaler" in checkpoint and self.use_amp_scaler and checkpoint["scaler"]:
                 print(" > Restoring Scaler...")
                 scaler = _restore_list_objs(checkpoint["scaler"], scaler)
-        except (KeyError, RuntimeError):
+        except (KeyError, RuntimeError, ValueError):
             print(" > Partial model initialization...")
             model_dict = model.state_dict()
             model_dict = set_init_dict(model_dict, checkpoint["model"], config)