diff --git a/bob/bio/gmm/algorithm/GMM.py b/bob/bio/gmm/algorithm/GMM.py
index 48db4e569e4d98b590bb0553d3da550f4b1f7d2f..41da8f2d17f324dfeb89bcdc0991458e0bb0fe29 100644
--- a/bob/bio/gmm/algorithm/GMM.py
+++ b/bob/bio/gmm/algorithm/GMM.py
@@ -21,7 +21,7 @@ import numpy as np
 from h5py import File as HDF5File
 from sklearn.base import BaseEstimator
 
-from bob.bio.base.pipelines.vanilla_biometrics import BioAlgorithm
+from bob.bio.base.pipelines import BioAlgorithm
 from bob.learn.em import GMMMachine, GMMStats, KMeansMachine, linear_scoring
 
 logger = logging.getLogger(__name__)
diff --git a/bob/bio/gmm/test/test_gmm.py b/bob/bio/gmm/test/test_gmm.py
index 2ecde26fa8421750e82e4fbfc0728cbe7b8032b1..d696329cf89b270e3daa035f0e118aa2292b81a5 100644
--- a/bob/bio/gmm/test/test_gmm.py
+++ b/bob/bio/gmm/test/test_gmm.py
@@ -44,7 +44,7 @@ def test_class():
     assert isinstance(gmm1, GMM)
     assert isinstance(
         gmm1,
-        bob.bio.base.pipelines.vanilla_biometrics.abstract_classes.BioAlgorithm,
+        bob.bio.base.pipelines.BioAlgorithm,
     )
     assert gmm1.number_of_gaussians == 512
     assert "bob_fit_supports_dask_array" in gmm1._get_tags()