diff --git a/aeon/testing/utils/output_suppression.py b/aeon/testing/utils/output_suppression.py
index dd640e8137..80ae99eb81 100644
--- a/aeon/testing/utils/output_suppression.py
+++ b/aeon/testing/utils/output_suppression.py
@@ -11,7 +11,63 @@
 
 @contextmanager
 def suppress_output(suppress_stdout=True, suppress_stderr=True):
-    """Redirects stdout and/or stderr to devnull."""
+    """
+    Context manager to suppress stdout and/or stderr output.
+
+    This function redirects standard output (stdout) and standard error (stderr)
+    to `devnull`, effectively silencing any print statements or error messages
+    within its context.
+
+    Parameters
+    ----------
+    suppress_stdout : bool, optional, default=True
+        If True, redirects stdout to null, suppressing print statements.
+    suppress_stderr : bool, optional, default=True
+        If True, redirects stderr to null, suppressing error messages.
+
+    Examples
+    --------
+    Suppressing both stdout and stderr:
+
+    >>> import sys
+    >>> with suppress_output():
+    ...     print("This will not be displayed")
+    ...     print("Error messages will be hidden", file=sys.stderr)
+
+    Suppressing only stdout:
+
+    >>> sys.stderr = sys.stdout # Needed so doctest can capture stderr
+    >>> with suppress_output(suppress_stdout=True, suppress_stderr=False):
+    ...     print("This will not be shown")
+    ...     print("Error messages will still be visible", file=sys.stderr)
+    Error messages will still be visible
+
+    Suppressing only stderr:
+
+    >>> with suppress_output(suppress_stdout=False, suppress_stderr=True):
+    ...     print("This will be shown")
+    ...     print("Error messages will be hidden", file=sys.stderr)
+    This will be shown
+
+    Using as a function wrapper:
+
+    Suppressing both stdout and stderr:
+
+    >>> @suppress_output()
+    ... def noisy_function():
+    ...     print("Noisy output")
+    ...     print("Noisy error", file=sys.stderr)
+    >>> noisy_function()
+
+    Suppressing only stdout:
+
+    >>> @suppress_output(suppress_stderr=False)
+    ... def noisy_function():
+    ...     print("Noisy output")
+    ...     print("Noisy error", file=sys.stderr)
+    >>> noisy_function()
+    Noisy error
+    """
     with open(devnull, "w") as null:
         stdout = sys.stdout
         stderr = sys.stderr
diff --git a/aeon/testing/utils/tests/test_output_supression.py b/aeon/testing/utils/tests/test_output_supression.py
index 56f7b18ec5..e1d666fc3c 100644
--- a/aeon/testing/utils/tests/test_output_supression.py
+++ b/aeon/testing/utils/tests/test_output_supression.py
@@ -1,22 +1,55 @@
 """Test output suppression decorator."""
 
+import io
 import sys
 
 from aeon.testing.utils.output_suppression import suppress_output
 
 
-@suppress_output()
 def test_suppress_output():
     """Test suppress_output method with True inputs."""
-    print(  # noqa: T201
-        "Hello world! If this is visible suppress_output is not working!"
-    )
-    print(  # noqa: T201
-        "Error! If this is visible suppress_output is not working!", file=sys.stderr
-    )
+
+    @suppress_output()
+    def inner_test():
+
+        print(  # noqa: T201
+            "Hello world! If this is visible suppress_output is not working!"
+        )
+        print(  # noqa: T201
+            "Error! If this is visible suppress_output is not working!", file=sys.stderr
+        )
+
+    stdout_capture = io.StringIO()
+    stderr_capture = io.StringIO()
+    sys.stdout = stdout_capture
+    sys.stderr = stderr_capture
+
+    inner_test()
+
+    assert stdout_capture.getvalue() == "", "stdout was not suppressed!"
+    assert stderr_capture.getvalue() == "", "stderr was not suppressed!"
 
 
-@suppress_output(suppress_stdout=False, suppress_stderr=False)
 def test_suppress_output_false():
     """Test suppress_output method with False inputs."""
-    pass
+
+    @suppress_output(suppress_stdout=False, suppress_stderr=False)
+    def inner_test():
+        print("This should be visible.")  # noqa: T201
+        print(  # noqa: T201
+            "This error message should also be visible.", file=sys.stderr
+        )
+
+    stdout_capture = io.StringIO()
+    stderr_capture = io.StringIO()
+    sys.stdout = stdout_capture
+    sys.stderr = stderr_capture
+
+    inner_test()
+
+    assert (  # noqa: T201
+        "This should be visible." in stdout_capture.getvalue()
+    ), "stdout was incorrectly suppressed!"
+    assert (  # noqa: T201
+        "This error message should also be visible." in stderr_capture.getvalue()
+    ), "stderr was incorrectly suppressed!"
diff --git a/docs/conf.py b/docs/conf.py
index 65844dbb71..76203f9890 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -172,6 +172,8 @@ def find_source():
         import inspect
         import os
 
+        obj = inspect.unwrap(obj)
+
         fn = inspect.getsourcefile(obj)
         fn = os.path.relpath(fn, start=os.path.dirname(aeon.__file__))
         source, lineno = inspect.getsourcelines(obj)