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+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 f8f4fe957f96dd21f4fb3bcd4b50fc313f8dfdb3..bac0c0e647184aadec3133f1af0f6dd47571ecd2 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 e760c185f532addd9dd85fef116014fca9502768..62a0a110c93608b993f88c7b7352bb7a2942c4cd 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') +