diff --git a/src/transformers/models/unispeech/configuration_unispeech.py b/src/transformers/models/unispeech/configuration_unispeech.py
index 0c687356de0..d041075c9b6 100644
--- a/src/transformers/models/unispeech/configuration_unispeech.py
+++ b/src/transformers/models/unispeech/configuration_unispeech.py
@@ -164,12 +164,12 @@ class UniSpeechConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import UniSpeechModel, UniSpeechConfig
+    >>> from transformers import UniSpeechConfig, UniSpeechModel
 
     >>> # Initializing a UniSpeech facebook/unispeech-base-960h style configuration
     >>> configuration = UniSpeechConfig()
 
-    >>> # Initializing a model from the facebook/unispeech-base-960h style configuration
+    >>> # Initializing a model (with random weights) from the facebook/unispeech-base-960h style configuration
     >>> model = UniSpeechModel(configuration)
 
     >>> # Accessing the model configuration
diff --git a/utils/documentation_tests.txt b/utils/documentation_tests.txt
index 3f2214ee9f0..444210d5b57 100644
--- a/utils/documentation_tests.txt
+++ b/utils/documentation_tests.txt
@@ -102,6 +102,7 @@ src/transformers/models/swin/modeling_swin.py
 src/transformers/models/swinv2/configuration_swinv2.py
 src/transformers/models/trajectory_transformer/configuration_trajectory_transformer.py
 src/transformers/models/trocr/modeling_trocr.py
+src/transformers/models/unispeech/configuration_unispeech.py
 src/transformers/models/unispeech/modeling_unispeech.py
 src/transformers/models/unispeech_sat/modeling_unispeech_sat.py
 src/transformers/models/van/modeling_van.py