diff --git a/examples/tutorials/audio_feature_extractions_tutorial.py b/examples/tutorials/audio_feature_extractions_tutorial.py
index 7153f5889f..5f5091e66b 100644
--- a/examples/tutorials/audio_feature_extractions_tutorial.py
+++ b/examples/tutorials/audio_feature_extractions_tutorial.py
@@ -212,7 +212,7 @@ def plot_kaldi_pitch(waveform, sample_rate, pitch, nfcc):
 # -----------
 #
 # To get the frequency make-up of an audio signal as it varies with time,
-# you can use :py:func:`torchaudio.functional.Spectrogram`.
+# you can use :py:func:`torchaudio.transforms.Spectrogram`.
 #
 
 
diff --git a/torchaudio/datasets/cmuarctic.py b/torchaudio/datasets/cmuarctic.py
index 977de720fa..d37f9cee34 100644
--- a/torchaudio/datasets/cmuarctic.py
+++ b/torchaudio/datasets/cmuarctic.py
@@ -56,7 +56,7 @@ class CMUARCTIC(Dataset):
     Args:
         root (str or Path): Path to the directory where the dataset is found or downloaded.
         url (str, optional):
-            The URL to download the dataset from or the type of the dataset to dowload.
+            The URL to download the dataset from or the type of the dataset to download.
             (default: ``"aew"``)
             Allowed type values are ``"aew"``, ``"ahw"``, ``"aup"``, ``"awb"``, ``"axb"``, ``"bdl"``,
             ``"clb"``, ``"eey"``, ``"fem"``, ``"gka"``, ``"jmk"``, ``"ksp"``, ``"ljm"``, ``"lnh"``,