diff --git a/docs/source/functional.rst b/docs/source/functional.rst
index 7d78b662e95..356da1a29ae 100644
--- a/docs/source/functional.rst
+++ b/docs/source/functional.rst
@@ -256,7 +256,6 @@ mvdr_weights_rtf
 
 .. autofunction:: mvdr_weights_rtf
 
-compute_rtf_evd
 rtf_evd
 -------
 
diff --git a/test/torchaudio_unittest/functional/functional_impl.py b/test/torchaudio_unittest/functional/functional_impl.py
index 1d5910f241b..d24a491ccd5 100644
--- a/test/torchaudio_unittest/functional/functional_impl.py
+++ b/test/torchaudio_unittest/functional/functional_impl.py
@@ -730,6 +730,11 @@ def _rtf_evd_numpy(self, psd):
         return rtf
 
     def test_rtf_evd(self):
+        """Verify ``F.rtf_evd`` method by the numpy implementation.
+        Given the multi-channel complex-valued spectrum, we compute the PSD matrix as the input,
+        ``F.rtf_evd`` outputs the relative transfer function (RTF) (Tensor of dimension `(..., freq, channel)`),
+        which should be identical to the output of ``rtf_evd_numpy``.
+        """
         n_fft_bin = 10
         channel = 4
         specgram = np.random.random((n_fft_bin, channel)) + np.random.random((n_fft_bin, channel)) * 1j