diff --git a/bob/learn/em/__init__.py b/bob/learn/em/__init__.py
index 4e9c4556e2202b3f9890c43411dd6d3cd6bad8c5..445a35d2c9ec0993050a3aae9a2e34c72849d22b 100644
--- a/bob/learn/em/__init__.py
+++ b/bob/learn/em/__init__.py
@@ -12,7 +12,7 @@ from ._library import *
 from . import version
 from .version import module as __version__
 from .__MAP_gmm_trainer__ import *
-from train import *
+from .train import *
 
 def ztnorm_same_value(vect_a, vect_b):
   """Computes the matrix of boolean D for the ZT-norm, which indicates where