diff --git a/src/transformers/models/whisper/modeling_tf_whisper.py b/src/transformers/models/whisper/modeling_tf_whisper.py
index 3bf6712d2bf..03a7ca2737a 100644
--- a/src/transformers/models/whisper/modeling_tf_whisper.py
+++ b/src/transformers/models/whisper/modeling_tf_whisper.py
@@ -1288,7 +1288,7 @@ class TFWhisperForConditionalGeneration(TFWhisperPreTrainedModel, TFCausalLangua
 
         >>> transcription = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
         >>> transcription
-        ' Mr. Quilter is the apostle of the middle classes, and we are glad to'
+        ' Mr. Quilter is the apostle of the middle classes, and we are glad to welcome his gospel.'
         ```"""
         return_dict = return_dict if return_dict is not None else self.config.use_return_dict
 
diff --git a/src/transformers/models/whisper/modeling_whisper.py b/src/transformers/models/whisper/modeling_whisper.py
index 92079013fd4..41fab314939 100644
--- a/src/transformers/models/whisper/modeling_whisper.py
+++ b/src/transformers/models/whisper/modeling_whisper.py
@@ -1178,7 +1178,7 @@ class WhisperForConditionalGeneration(WhisperPreTrainedModel):
 
         >>> transcription = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
         >>> transcription
-        ' Mr. Quilter is the apostle of the middle classes, and we are glad to'
+        ' Mr. Quilter is the apostle of the middle classes, and we are glad to welcome his gospel.'
         ```"""
         return_dict = return_dict if return_dict is not None else self.config.use_return_dict
 
diff --git a/src/transformers/models/whisper/processing_whisper.py b/src/transformers/models/whisper/processing_whisper.py
index 3bdcb0f51f2..c09e14e5eaf 100644
--- a/src/transformers/models/whisper/processing_whisper.py
+++ b/src/transformers/models/whisper/processing_whisper.py
@@ -76,11 +76,9 @@ class WhisperProcessor(ProcessorMixin):
 
     def __call__(self, *args, **kwargs):
         """
-        When used in normal mode, this method forwards all its arguments to WhisperFeatureExtractor's
-        [`~WhisperFeatureExtractor.__call__`] and returns its output. If used in the context
-        [`~WhisperProcessor.as_target_processor`] this method forwards all its arguments to WhisperTokenizer's
-        [`~WhisperTokenizer.__call__`]. Please refer to the doctsring of the above two methods for more information.
-
+        Forwards the `audio` argument to WhisperFeatureExtractor's [`~WhisperFeatureExtractor.__call__`] and the `text`
+        argument to [`~WhisperTokenizer.__call__`]. Please refer to the doctsring of the above two methods for more
+        information.
         """
         # For backward compatibility
         if self._in_target_context_manager: