diff --git a/src/transformers/processing_utils.py b/src/transformers/processing_utils.py
index cb2327e5c46b..b363f8c72cc4 100644
--- a/src/transformers/processing_utils.py
+++ b/src/transformers/processing_utils.py
@@ -874,7 +874,11 @@ class MyProcessingKwargs(ProcessingKwargs, CommonKwargs, TextKwargs, ImagesKwarg
         else:
             # kwargs is a flat dictionary
             for key in kwargs:
-                if key not in used_keys:
+                if key not in ModelProcessorKwargs.__annotations__["common_kwargs"].__annotations__.keys():
+                    logger.warning_once(
+                        f"Keyword argument `{key}` is not a valid argument for this processor and will be ignored."
+                    )
+                elif key not in used_keys:
                     output_kwargs["common_kwargs"][key] = kwargs[key]
 
         # all modality-specific kwargs are updated with common kwargs