diff --git a/bob/bio/gmm/test/data/gmm_enrolled.hdf5 b/bob/bio/gmm/test/data/gmm_enrolled.hdf5
index 844c2ce4544009b41632c8f6d76e92d0def748b3..4b48c0fa3c6376c2e5c41aa164dac481c847e380 100644
Binary files a/bob/bio/gmm/test/data/gmm_enrolled.hdf5 and b/bob/bio/gmm/test/data/gmm_enrolled.hdf5 differ
diff --git a/bob/bio/gmm/test/data/gmm_projected.hdf5 b/bob/bio/gmm/test/data/gmm_projected.hdf5
index 471db141995803ed8f5b56dfaa0c154c3344e71d..1bdbba5769c5a7195efe81d6b0b14685ef980097 100644
Binary files a/bob/bio/gmm/test/data/gmm_projected.hdf5 and b/bob/bio/gmm/test/data/gmm_projected.hdf5 differ
diff --git a/bob/bio/gmm/test/data/gmm_ubm.hdf5 b/bob/bio/gmm/test/data/gmm_ubm.hdf5
index 1f5c4e91215aa6cc8b27319e6386312581f08e57..780baa0277bd2d7cf68ab048c7df69900fa6b875 100644
Binary files a/bob/bio/gmm/test/data/gmm_ubm.hdf5 and b/bob/bio/gmm/test/data/gmm_ubm.hdf5 differ
diff --git a/bob/bio/gmm/test/test_gmm.py b/bob/bio/gmm/test/test_gmm.py
index 43a252a6528e52329bbbcd96dbb89b2865326fa8..a4dfc606caca2d2de6650bfa349862fbc691ab00 100644
--- a/bob/bio/gmm/test/test_gmm.py
+++ b/bob/bio/gmm/test/test_gmm.py
@@ -28,8 +28,8 @@ import bob.bio.gmm
 
 from bob.bio.base.test import utils
 from bob.bio.gmm.algorithm import GMM
-from bob.learn.em import GMMMachine
-from bob.learn.em import GMMStats
+from bob.learn.em.mixture.gmm import GMMMachine
+from bob.learn.em.mixture.gmm import GMMStats
 
 logger = logging.getLogger(__name__)
 
@@ -155,7 +155,7 @@ def test_score():
     )
     probe_data = utils.random_array((20, 45), -5.0, 5.0, seed=seed_value)
 
-    reference_score = 0.707260
+    reference_score = 0.601025
 
     numpy.testing.assert_almost_equal(
         gmm1.score(biometric_reference, probe), reference_score, decimal=5