diff --git a/bob/learn/em/main.cpp b/bob/learn/em/main.cpp
index 04b6d6a70bee8342d64acc99a4d8d1a1753dd2dd..dc413e8c130d53d74bfce658567bdc232f9464cf 100644
--- a/bob/learn/em/main.cpp
+++ b/bob/learn/em/main.cpp
@@ -60,11 +60,13 @@ static PyObject* create_module (void) {
 
 # if PY_VERSION_HEX >= 0x03000000
   PyObject* module = PyModule_Create(&module_definition);
+  auto module_ = make_xsafe(module);
+  const char* ret = "O";
 # else
   PyObject* module = Py_InitModule3(BOB_EXT_MODULE_NAME, module_methods, module_docstr);
+  const char* ret = "N";
 # endif
   if (!module) return 0;
-  auto module_ = make_safe(module); ///< protects against early returns
 
   if (!init_BobLearnEMGaussian(module)) return 0;
   if (!init_BobLearnEMGMMStats(module)) return 0;
@@ -129,7 +131,7 @@ static PyObject* create_module (void) {
   if (import_bob_learn_activation() < 0) return 0;
   if (import_bob_learn_linear() < 0) return 0;
 
-  return Py_BuildValue("O", module);
+  return Py_BuildValue(ret, module);
 }
 
 PyMODINIT_FUNC BOB_EXT_ENTRY_NAME (void) {
diff --git a/bob/learn/em/version.cpp b/bob/learn/em/version.cpp
index e77bc16fa6fe499f6365ab2b4a38fe09a1126e24..866894fb97b991c1124d6f0766684056d719a1ba 100644
--- a/bob/learn/em/version.cpp
+++ b/bob/learn/em/version.cpp
@@ -63,22 +63,24 @@ static PyModuleDef module_definition = {
 static PyObject* create_module (void) {
 
 # if PY_VERSION_HEX >= 0x03000000
-  PyObject* m = PyModule_Create(&module_definition);
+  PyObject* module = PyModule_Create(&module_definition);
+  auto module_ = make_xsafe(module);
+  const char* ret = "O";
 # else
-  PyObject* m = Py_InitModule3(BOB_EXT_MODULE_NAME, module_methods, module_docstr);
+  PyObject* module = Py_InitModule3(BOB_EXT_MODULE_NAME, module_methods, module_docstr);
+  const char* ret = "N";
 # endif
-  if (!m) return 0;
-  auto m_ = make_safe(m); ///< protects against early returns
+  if (!module) return 0;
 
   /* register version numbers and constants */
-  if (PyModule_AddIntConstant(m, "api", BOB_LEARN_EM_API_VERSION) < 0) return 0;
-  if (PyModule_AddStringConstant(m, "module", BOB_EXT_MODULE_VERSION) < 0) return 0;
+  if (PyModule_AddIntConstant(module, "api", BOB_LEARN_EM_API_VERSION) < 0) return 0;
+  if (PyModule_AddStringConstant(module, "module", BOB_EXT_MODULE_VERSION) < 0) return 0;
 
   PyObject* externals = build_version_dictionary();
   if (!externals) return 0;
-  if (PyModule_AddObject(m, "externals", externals) < 0) return 0;
+  if (PyModule_AddObject(module, "externals", externals) < 0) return 0;
 
-  return Py_BuildValue("O", m);
+  return Py_BuildValue(ret, module);
 }
 
 PyMODINIT_FUNC BOB_EXT_ENTRY_NAME (void) {