diff --git a/src/transformers/models/whisper/feature_extraction_whisper.py b/src/transformers/models/whisper/feature_extraction_whisper.py
index 3ea719d0da79..da700f2d2257 100644
--- a/src/transformers/models/whisper/feature_extraction_whisper.py
+++ b/src/transformers/models/whisper/feature_extraction_whisper.py
@@ -33,8 +33,8 @@ class WhisperFeatureExtractor(SequenceFeatureExtractor):
     r"""
     Constructs a Whisper feature extractor.
 
-    This feature extractor inherits from [`WhisperFeatureExtractor`] which contains most of the main methods. Users
-    should refer to this superclass for more information regarding those methods.
+    This feature extractor inherits from [`~feature_extraction_sequence_utils.SequenceFeatureExtractor`] which contains
+    most of the main methods. Users should refer to this superclass for more information regarding those methods.
 
     This class extracts mel-filter bank features from raw speech using a custom numpy implementation of the `Short Time
     Fourier Transform` which should match pytorch's `torch.stft` equivalent.