From 6067f86edd4ed375d9ac282b2cded7f86258f459 Mon Sep 17 00:00:00 2001
From: Elie KHOURY <elie.khoury@idiap.ch>
Date: Thu, 2 Jul 2015 19:28:40 +0200
Subject: [PATCH] added unit tests for the post processing steps in I-Vector

---
 bob/bio/gmm/test/data/ivector2_model.hdf5     |  Bin 0 -> 5280 bytes
 bob/bio/gmm/test/data/ivector2_projected.hdf5 |  Bin 0 -> 2224 bytes
 bob/bio/gmm/test/data/ivector2_projector.hdf5 |  Bin 0 -> 34648 bytes
 bob/bio/gmm/test/data/ivector3_model.hdf5     |  Bin 0 -> 5280 bytes
 bob/bio/gmm/test/data/ivector3_projected.hdf5 |  Bin 0 -> 2168 bytes
 bob/bio/gmm/test/data/ivector3_projector.hdf5 |  Bin 0 -> 41864 bytes
 .../scores-nonorm-ivector-lda-wccn-plda-dev   | 2000 +++++++++++++++++
 .../scores-ztnorm-ivector-lda-wccn-plda-dev   | 2000 +++++++++++++++++
 bob/bio/gmm/test/test_algorithms.py           |  139 +-
 bob/bio/gmm/test/test_scripts.py              |   52 +-
 10 files changed, 4180 insertions(+), 11 deletions(-)
 create mode 100644 bob/bio/gmm/test/data/ivector2_model.hdf5
 create mode 100644 bob/bio/gmm/test/data/ivector2_projected.hdf5
 create mode 100644 bob/bio/gmm/test/data/ivector2_projector.hdf5
 create mode 100644 bob/bio/gmm/test/data/ivector3_model.hdf5
 create mode 100644 bob/bio/gmm/test/data/ivector3_projected.hdf5
 create mode 100644 bob/bio/gmm/test/data/ivector3_projector.hdf5
 create mode 100644 bob/bio/gmm/test/data/scores-nonorm-ivector-lda-wccn-plda-dev
 create mode 100644 bob/bio/gmm/test/data/scores-ztnorm-ivector-lda-wccn-plda-dev

diff --git a/bob/bio/gmm/test/data/ivector2_model.hdf5 b/bob/bio/gmm/test/data/ivector2_model.hdf5
new file mode 100644
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diff --git a/bob/bio/gmm/test/data/ivector2_projected.hdf5 b/bob/bio/gmm/test/data/ivector2_projected.hdf5
new file mode 100644
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HcmV?d00001

diff --git a/bob/bio/gmm/test/data/scores-nonorm-ivector-lda-wccn-plda-dev b/bob/bio/gmm/test/data/scores-nonorm-ivector-lda-wccn-plda-dev
new file mode 100644
index 0000000..228e9d2
--- /dev/null
+++ b/bob/bio/gmm/test/data/scores-nonorm-ivector-lda-wccn-plda-dev
@@ -0,0 +1,2000 @@
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diff --git a/bob/bio/gmm/test/data/scores-ztnorm-ivector-lda-wccn-plda-dev b/bob/bio/gmm/test/data/scores-ztnorm-ivector-lda-wccn-plda-dev
new file mode 100644
index 0000000..07ab99c
--- /dev/null
+++ b/bob/bio/gmm/test/data/scores-ztnorm-ivector-lda-wccn-plda-dev
@@ -0,0 +1,2000 @@
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+37 35 s35/10 -1.05753769
+37 37 s37/1 0.88998552
+37 37 s37/3 1.10466970
+37 37 s37/6 1.18392165
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+37 37 s37/10 0.98085650
+37 38 s38/1 -0.87069215
+37 38 s38/3 1.12744299
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+37 38 s38/8 -1.00431725
+37 38 s38/10 1.11053102
+37 40 s40/1 -0.34599572
+37 40 s40/3 -1.37537815
+37 40 s40/6 -1.26630276
+37 40 s40/8 -0.95527097
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+38 3 s3/1 0.57115982
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+38 7 s7/6 -0.16830394
+38 7 s7/8 -0.11983646
+38 7 s7/10 0.91122327
+38 8 s8/1 0.83013726
+38 8 s8/3 1.26366009
+38 8 s8/6 1.17808929
+38 8 s8/8 1.48823939
+38 8 s8/10 0.88939744
+38 9 s9/1 1.35820798
+38 9 s9/3 2.25868285
+38 9 s9/6 0.04338133
+38 9 s9/8 0.03169382
+38 9 s9/10 -0.12636982
+38 13 s13/1 0.03488325
+38 13 s13/3 0.22067576
+38 13 s13/6 1.44958624
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+38 15 s15/1 0.38976725
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+38 15 s15/8 0.52473155
+38 15 s15/10 -0.78593933
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+38 18 s18/8 -0.67602917
+38 18 s18/10 -0.57455095
+38 19 s19/1 -0.04373335
+38 19 s19/3 0.15438540
+38 19 s19/6 -0.16221949
+38 19 s19/8 0.02946799
+38 19 s19/10 -0.07609164
+38 22 s22/1 -0.73056592
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+38 22 s22/10 -0.66650870
+38 23 s23/1 0.70765815
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+38 23 s23/6 -0.44416217
+38 23 s23/8 2.29023881
+38 23 s23/10 1.53045568
+38 25 s25/1 -1.08600523
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+38 25 s25/6 -0.82297525
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+38 25 s25/10 -0.93566706
+38 28 s28/1 1.19219459
+38 28 s28/3 1.49169452
+38 28 s28/6 2.13743650
+38 28 s28/8 0.94686354
+38 28 s28/10 0.42142336
+38 30 s30/1 0.19043050
+38 30 s30/3 -0.00699312
+38 30 s30/6 -0.23202517
+38 30 s30/8 0.09951725
+38 30 s30/10 0.19292733
+38 31 s31/1 -0.65836696
+38 31 s31/3 0.17114495
+38 31 s31/6 -0.96265916
+38 31 s31/8 -0.68193101
+38 31 s31/10 0.09008321
+38 32 s32/1 0.55110815
+38 32 s32/3 1.69045340
+38 32 s32/6 -0.22844450
+38 32 s32/8 0.30010330
+38 32 s32/10 0.00376352
+38 35 s35/1 0.82422090
+38 35 s35/3 0.64139785
+38 35 s35/6 -0.24558380
+38 35 s35/8 -0.46506443
+38 35 s35/10 0.33507240
+38 37 s37/1 1.10626787
+38 37 s37/3 1.22612342
+38 37 s37/6 0.27735824
+38 37 s37/8 0.22891208
+38 37 s37/10 0.27899650
+38 38 s38/1 1.19229838
+38 38 s38/3 1.55229946
+38 38 s38/6 1.20547670
+38 38 s38/8 1.03201061
+38 38 s38/10 1.35611851
+38 40 s40/1 1.57621188
+38 40 s40/3 -0.95981543
+38 40 s40/6 -0.13034230
+38 40 s40/8 0.35783312
+38 40 s40/10 0.72601479
+40 3 s3/1 -0.59176938
+40 3 s3/3 -1.26524452
+40 3 s3/6 0.25674868
+40 3 s3/8 -0.44766110
+40 3 s3/10 -0.63167878
+40 4 s4/1 1.07894424
+40 4 s4/3 1.00508595
+40 4 s4/6 0.81080610
+40 4 s4/8 0.99899280
+40 4 s4/10 0.47940424
+40 7 s7/1 -1.00556082
+40 7 s7/3 -0.89311089
+40 7 s7/6 -0.87013944
+40 7 s7/8 -0.87591401
+40 7 s7/10 -1.23628357
+40 8 s8/1 -1.15608225
+40 8 s8/3 -1.30750229
+40 8 s8/6 -1.28648892
+40 8 s8/8 -1.29146919
+40 8 s8/10 -1.15492154
+40 9 s9/1 0.09906439
+40 9 s9/3 -0.74647407
+40 9 s9/6 0.70892983
+40 9 s9/8 0.69206995
+40 9 s9/10 0.73535463
+40 13 s13/1 0.14177543
+40 13 s13/3 0.43733003
+40 13 s13/6 -0.73010687
+40 13 s13/8 -0.39470845
+40 13 s13/10 -0.97372449
+40 15 s15/1 -1.10919308
+40 15 s15/3 -1.07274104
+40 15 s15/6 -1.10732302
+40 15 s15/8 -0.94616165
+40 15 s15/10 0.79377860
+40 18 s18/1 0.65008211
+40 18 s18/3 0.82798670
+40 18 s18/6 0.43514480
+40 18 s18/8 0.84852476
+40 18 s18/10 0.80780889
+40 19 s19/1 -0.79634516
+40 19 s19/3 -0.81773964
+40 19 s19/6 -0.74941277
+40 19 s19/8 -0.95104694
+40 19 s19/10 -0.80288903
+40 22 s22/1 -0.32074816
+40 22 s22/3 -0.38586104
+40 22 s22/6 -0.68994299
+40 22 s22/8 -0.47594319
+40 22 s22/10 -0.31127903
+40 23 s23/1 0.47879127
+40 23 s23/3 1.11594167
+40 23 s23/6 0.98024770
+40 23 s23/8 -0.98250977
+40 23 s23/10 -0.18846932
+40 25 s25/1 1.13668156
+40 25 s25/3 1.11861968
+40 25 s25/6 1.08070446
+40 25 s25/8 0.92472936
+40 25 s25/10 1.11035616
+40 28 s28/1 -1.04099015
+40 28 s28/3 -0.50605887
+40 28 s28/6 -1.09828709
+40 28 s28/8 -0.95288360
+40 28 s28/10 -0.64494467
+40 30 s30/1 0.16343452
+40 30 s30/3 0.32479199
+40 30 s30/6 0.31724357
+40 30 s30/8 -0.00246810
+40 30 s30/10 0.11084596
+40 31 s31/1 0.57618762
+40 31 s31/3 0.07544296
+40 31 s31/6 0.83888071
+40 31 s31/8 0.60733544
+40 31 s31/10 0.17052208
+40 32 s32/1 -0.88351053
+40 32 s32/3 -0.88774315
+40 32 s32/6 -0.69274468
+40 32 s32/8 -0.86023940
+40 32 s32/10 -0.80479918
+40 35 s35/1 0.16115372
+40 35 s35/3 0.05579844
+40 35 s35/6 0.82470543
+40 35 s35/8 0.88254247
+40 35 s35/10 0.24427284
+40 37 s37/1 -0.72207045
+40 37 s37/3 -0.99468596
+40 37 s37/6 -1.04536771
+40 37 s37/8 -1.04652037
+40 37 s37/10 -0.55949294
+40 38 s38/1 -0.05802782
+40 38 s38/3 -1.22419565
+40 38 s38/6 0.04444266
+40 38 s38/8 0.14753171
+40 38 s38/10 -1.31666040
+40 40 s40/1 -0.13032482
+40 40 s40/3 1.06378179
+40 40 s40/6 0.85907553
+40 40 s40/8 0.64455671
+40 40 s40/10 0.44603732
diff --git a/bob/bio/gmm/test/test_algorithms.py b/bob/bio/gmm/test/test_algorithms.py
index f8f4fe9..bac0c0e 100644
--- a/bob/bio/gmm/test/test_algorithms.py
+++ b/bob/bio/gmm/test/test_algorithms.py
@@ -22,7 +22,8 @@ import shutil
 import numpy
 import math
 from nose.plugins.skip import SkipTest
-
+import logging
+logger = logging.getLogger("bob.bio.gmm")
 import pkg_resources
 
 regenerate_refs = False
@@ -328,7 +329,7 @@ def test_jfa():
 
 
 
-def test_ivector():
+def test_ivector_cosine():
   temp_file = bob.io.base.test_utils.temporary_filename()
   ivec1 = bob.bio.base.load_resource("ivector", "algorithm")
   assert isinstance(ivec1, bob.bio.gmm.algorithm.IVector)
@@ -337,7 +338,7 @@ def test_ivector():
   assert ivec1.performs_projection
   assert ivec1.requires_projector_training
   assert ivec1.use_projected_features_for_enrollment
-  assert not ivec1.split_training_features_by_client
+  assert ivec1.split_training_features_by_client
   assert not ivec1.requires_enroller_training
 
   # create smaller IVector object
@@ -350,10 +351,13 @@ def test_ivector():
   )
 
   train_data = utils.random_training_set((100,45), count=5, minimum=-5., maximum=5.)
+  train_data = [train_data]
+
   # reference is the same as for GMM projection
   reference_file = pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector_projector.hdf5')
   try:
     # train the projector
+    
     ivec2.train_projector(train_data, temp_file)
 
     assert os.path.exists(temp_file)
@@ -387,3 +391,132 @@ def test_ivector():
   assert abs(ivec1.score(model, probe) - reference_score) < 1e-5, "The scores differ: %3.8f, %3.8f" % (ivec1.score(model, probe), reference_score)
   # TODO: implement that
   assert abs(ivec1.score_for_multiple_probes(model, [probe, probe]) - reference_score) < 1e-5
+  
+  
+  
+def test_ivector_plda():
+  temp_file = bob.io.base.test_utils.temporary_filename()
+  ivec1 = bob.bio.base.load_resource("ivector", "algorithm")
+  ivec1.use_plda = True
+  
+  # create smaller IVector object
+  ivec2 = bob.bio.gmm.algorithm.IVector(
+      number_of_gaussians = 2,
+      subspace_dimension_of_t = 10,
+      kmeans_training_iterations = 1,
+      tv_training_iterations = 1,
+      INIT_SEED = seed_value,
+      use_plda = True,
+      plda_dim_F = 2,
+      plda_dim_G = 2,
+      plda_training_iterations = 2
+      
+  )
+
+  train_data = utils.random_training_set_by_id((100,45), count=5, minimum=-5., maximum=5.)
+  
+  # reference is the same as for GMM projection
+  reference_file = pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector2_projector.hdf5')
+  try:
+    # train the projector
+    
+    ivec2.train_projector(train_data, temp_file)
+
+    assert os.path.exists(temp_file)
+
+    if regenerate_refs: shutil.copy(temp_file, reference_file)
+
+    # check projection matrix
+    ivec1.load_projector(reference_file)
+    ivec2.load_projector(temp_file)
+
+    assert ivec1.ubm.is_similar_to(ivec2.ubm)
+    assert ivec1.tv.is_similar_to(ivec2.tv)
+    assert ivec1.whitener.is_similar_to(ivec2.whitener)
+  finally:
+    if os.path.exists(temp_file): os.remove(temp_file)
+
+  # generate and project random feature
+  feature = utils.random_array((20,45), -5., 5., seed=84)
+  projected = ivec1.project(feature)
+  _compare(projected, pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector2_projected.hdf5'), ivec1.write_feature, ivec1.read_feature)
+
+  # enroll model from random features
+  random_features = utils.random_training_set((20,45), count=5, minimum=-5., maximum=5.)
+  enroll_features = [ivec1.project(feature) for feature in random_features]
+
+  model = ivec1.enroll(enroll_features)
+  _compare(model, pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector2_model.hdf5'), ivec1.write_model, ivec1.read_model)
+
+  # compare model with probe
+  probe = ivec1.read_probe(pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector2_projected.hdf5'))
+  logger.info("%f" %ivec1.score(model, probe)) 
+  reference_score = 1.21879822
+  assert abs(ivec1.score(model, probe) - reference_score) < 1e-5, "The scores differ: %3.8f, %3.8f" % (ivec1.score(model, probe), reference_score)
+  assert abs(ivec1.score_for_multiple_probes(model, [probe, probe]) - reference_score) < 1e-5
+
+
+def test_ivector_lda_wccn_plda():
+  temp_file = bob.io.base.test_utils.temporary_filename()
+  ivec1 = bob.bio.base.load_resource("ivector", "algorithm")
+  ivec1.use_lda = True
+  ivec1.use_wccn = True
+  ivec1.use_plda = True
+  # create smaller IVector object
+  ivec2 = bob.bio.gmm.algorithm.IVector(
+      number_of_gaussians = 2,
+      subspace_dimension_of_t = 10,
+      kmeans_training_iterations = 1,
+      tv_training_iterations = 1,
+      INIT_SEED = seed_value,
+      use_lda = True,
+      lda_dim = 3,
+      use_wccn = True,
+      use_plda = True,
+      plda_dim_F = 2,
+      plda_dim_G = 2,
+      plda_training_iterations = 2
+      
+  )
+
+  train_data = utils.random_training_set_by_id((100,45), count=5, minimum=-5., maximum=5.)
+  
+  # reference is the same as for GMM projection
+  reference_file = pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector3_projector.hdf5')
+  try:
+    # train the projector
+    
+    ivec2.train_projector(train_data, temp_file)
+
+    assert os.path.exists(temp_file)
+
+    if regenerate_refs: shutil.copy(temp_file, reference_file)
+
+    # check projection matrix
+    ivec1.load_projector(reference_file)
+    ivec2.load_projector(temp_file)
+
+    assert ivec1.ubm.is_similar_to(ivec2.ubm)
+    assert ivec1.tv.is_similar_to(ivec2.tv)
+    assert ivec1.whitener.is_similar_to(ivec2.whitener)
+  finally:
+    if os.path.exists(temp_file): os.remove(temp_file)
+
+  # generate and project random feature
+  feature = utils.random_array((20,45), -5., 5., seed=84)
+  projected = ivec1.project(feature)
+  _compare(projected, pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector3_projected.hdf5'), ivec1.write_feature, ivec1.read_feature)
+
+  # enroll model from random features
+  random_features = utils.random_training_set((20,45), count=5, minimum=-5., maximum=5.)
+  enroll_features = [ivec1.project(feature) for feature in random_features]
+  model = ivec1.enroll(enroll_features)
+  _compare(model, pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector3_model.hdf5'), ivec1.write_model, ivec1.read_model)
+
+  # compare model with probe
+  probe = ivec1.read_probe(pkg_resources.resource_filename('bob.bio.gmm.test', 'data/ivector3_projected.hdf5'))
+  reference_score = 0.338051
+  assert abs(ivec1.score(model, probe) - reference_score) < 1e-5, "The scores differ: %3.8f, %3.8f" % (ivec1.score(model, probe), reference_score)
+  assert abs(ivec1.score_for_multiple_probes(model, [probe, probe]) - reference_score) < 1e-5
+
+    
diff --git a/bob/bio/gmm/test/test_scripts.py b/bob/bio/gmm/test/test_scripts.py
index e760c18..62a0a11 100644
--- a/bob/bio/gmm/test/test_scripts.py
+++ b/bob/bio/gmm/test/test_scripts.py
@@ -146,7 +146,7 @@ def test_isv_parallel():
   _verify(parameters, test_dir, 'test_isv_parallel', executable=main, ref_modifier='-isv')
 
 
-def test_ivector_sequential():
+def test_ivector_cosine_sequential():
   test_dir = tempfile.mkdtemp(prefix='bobtest_')
   # define dummy parameters
   parameters = [
@@ -155,18 +155,16 @@ def test_ivector_sequential():
       '-e', 'dummy2d',
       '-a', 'bob.bio.gmm.algorithm.IVector(10, number_of_gaussians=2, kmeans_training_iterations=2, gmm_training_iterations=2, tv_training_iterations=2)',
       '--zt-norm',
-      '-s', 'test_ivector_sequential',
+      '-s', 'test_ivector_cosine_sequential',
       '--temp-directory', test_dir,
       '--result-directory', test_dir
   ]
-
   print (bob.bio.base.tools.command_line(parameters))
-
-  _verify(parameters, test_dir, 'test_ivector_sequential', ref_modifier='-ivector')
+  _verify(parameters, test_dir, 'test_ivector_cosine_sequential', ref_modifier='-ivector-cosine')
 
 
 @bob.bio.base.test.utils.grid_available
-def test_ivector_parallel():
+def test_ivector_cosine_parallel():
   from bob.bio.gmm.script.verify_ivector import main
   test_dir = tempfile.mkdtemp(prefix='bobtest_')
   test_database = os.path.join(test_dir, "submitted.sql3")
@@ -179,11 +177,49 @@ def test_ivector_parallel():
       '-g', 'bob.bio.base.grid.Grid(grid_type = "local", number_of_parallel_processes = 2, scheduler_sleep_time = 0.1)', '-G', test_database, '--run-local-scheduler', '--stop-on-failure',
       '--clean-intermediate',
       '--zt-norm',
-      '-s', 'test_ivector_parallel',
+      '-s', 'test_ivector_cosine_parallel',
+      '--temp-directory', test_dir,
+      '--result-directory', test_dir
+  ]
+  print (bob.bio.base.tools.command_line(parameters))
+  _verify(parameters, test_dir, 'test_ivector_cosine_parallel', executable=main, ref_modifier='-ivector-cosine')
+
+def test_ivector_lda_wccn_plda_sequential():
+  test_dir = tempfile.mkdtemp(prefix='bobtest_')
+  # define dummy parameters
+  parameters = [
+      '-d', 'dummy',
+      '-p', 'dummy',
+      '-e', 'dummy2d',
+      '-a', 'bob.bio.gmm.algorithm.IVector(10, number_of_gaussians=2, kmeans_training_iterations=2, gmm_training_iterations=2, tv_training_iterations=2, use_lda=True, use_wccn=True, use_plda=True, lda_dim=2, plda_dim_F=2, plda_dim_G=2, plda_training_iterations=2)',
+      '--zt-norm',
+      '-s', 'test_ivector_lda_wccn_plda_sequential',
       '--temp-directory', test_dir,
       '--result-directory', test_dir
   ]
+  print (bob.bio.base.tools.command_line(parameters))
+  _verify(parameters, test_dir, 'test_ivector_lda_wccn_plda_sequential', ref_modifier='-ivector-lda-wccn-plda')
+
 
+@bob.bio.base.test.utils.grid_available
+def test_ivector_lda_wccn_plda_parallel():
+  from bob.bio.gmm.script.verify_ivector import main
+  test_dir = tempfile.mkdtemp(prefix='bobtest_')
+  test_database = os.path.join(test_dir, "submitted.sql3")
+  # define dummy parameters
+  parameters = [
+      '-d', 'dummy',
+      '-p', 'dummy',
+      '-e', 'dummy2d',
+      '-a', 'bob.bio.gmm.algorithm.IVector(10, number_of_gaussians=2, kmeans_training_iterations=2, gmm_training_iterations=2, tv_training_iterations=2, use_lda=True, use_wccn=True, use_plda=True, lda_dim=2, plda_dim_F=2, plda_dim_G=2, plda_training_iterations=2)', '--import', 'bob.bio.gmm', 'bob.io.image',
+      '-g', 'bob.bio.base.grid.Grid(grid_type = "local", number_of_parallel_processes = 2, scheduler_sleep_time = 0.1)', '-G', test_database, '--run-local-scheduler', '--stop-on-failure',
+      '--clean-intermediate',
+      '--zt-norm',
+      '-s', 'test_ivector_lda_wccn_plda_parallel',
+      '--temp-directory', test_dir,
+      '--result-directory', test_dir
+  ]
   print (bob.bio.base.tools.command_line(parameters))
+  _verify(parameters, test_dir, 'test_ivector_lda_wccn_plda_parallel', executable=main, ref_modifier='-ivector-lda-wccn-plda')
 
-  _verify(parameters, test_dir, 'test_ivector_parallel', executable=main, ref_modifier='-ivector')
+  
-- 
GitLab