Refactoring

README.md

-Diarization lib
-+++++++++++++++
-
-
-=============================
-S4D - Sidekit For Diarization
-=============================
-
-| **S4D** is an open source package for speaker diarization.
-| The aim of **S4D** is to provide an educational and efficient toolkit 
-| for speaker diarization including the whole chain of treatment 
-| that goes from the audio data to the analysis of the system performance.
-
-
-PREREQUISITES
-=============
-
-*Sidekit for Diarization* requires the following software installed for your platform:
-
-1. [Python](http://www.python.org)
-2. [NumPy](http://www.numpy.org/)
-3. [Scipy](http://http://www.scipy.org/)
-4. [Pandas](http://http://www.pandas.org/)
-5. [GLPK](https://www.gnu.org/software/glpk/)
-6. [Sphinx 1.1.0 or newer](http://http://sphinx-doc.org/) to build the documentation
-7. [SIDEKIT](https://lium.univ-lemans.fr/sidekit/)
-
-INSTALLATION
-============
-
-We recommend the use of a virtual environment (e.g. [Miniconda](https://conda.io/miniconda.html) or [Virtualenv](https://virtualenv.readthedocs.io/en/latest/)).
-
-TUTORIALS
-=========
-
-Once your installation is complete, you can take a look at the [tutorials](https://git-lium.univ-lemans.fr/Meignier/s4d/tree/master/tutorials).
-
-
-:Authors: 
-	Sylvain Meignier \&
-    Anthony Larcher \&
-    Pierre-Alexandre Broux \&
-    Florent Desnous
-    
-
-
-:Version: 0.5.0 of 2020/01/23
\ No newline at end of file

s4d/model_iv.py

@@ -65,6 +65,7 @@ class ModelIV:
         self.ubm.read(self.model_filename, prefix='ubm/')
         self.tv, self.tv_mean, self.tv_sigma = read_tv_hdf5(self.model_filename)
         self.norm_mean, self.norm_cov = read_norm_hdf5(self.model_filename)
+        self.plda_mean, self.plda_f, self.plda_g, self.plda_sigma = read_plda_hdf5(self.model_filename)
 
     def debug_model(self):
         """
@@ -240,4 +241,4 @@ class ModelIV:
 #    scores = model_iv.score_cosine()
 #    if return_model:
 #        return scores, model_iv
-#    return scores
\ No newline at end of file
+#    return scores

setup.py

@@ -27,13 +27,13 @@ setup(
     version=get_s4d_version(),
     author='Sylvain MEIGNIER',
     author_email='s4d@univ-lemans.fr',
-    packages=find_packages(),
+    packages=['s4d', 's4d.alien', 's4d.clustering', 's4d.gui'],
     url='https://projets-lium.univ-lemans.fr/s4d/',
     download_url='http://pypi.python.org/pypi/s4d/',
     license='LGPL',
     platforms=['Linux, Windows', 'MacOS'],
     description='S4D: SIDEKIT for Diarization',
-    long_description=open('README.md').read(),
+    long_description=open('README.rst').read(),
     install_requires=[
         "mock>=1.0.1",
         "nose>=1.3.4",