diff --git a/sphinxtrain.spec b/sphinxtrain.spec
index ce302c5495..2deb9b1fe3 100644
--- a/sphinxtrain.spec
+++ b/sphinxtrain.spec
@@ -3,7 +3,7 @@
 
 Name:           sphinxtrain
 Version:        1.0.8
-Release:        38%{?dist}
+Release:        39%{?dist}
 Summary:        Acoustic model trainer for CMU's Sphinx tools
 
 License:        BSD
@@ -52,12 +52,13 @@ SphinxTrain is Carnegie Mellon University's open source acoustic model
 trainer.  It contains the scripts and instructions necessary for building
 models for the CMU Sphinx Recognizer.
 
-%package -n python-%{name}
+%package -n python2-%{name}
+%{?python_provide:%python_provide python2-%{name}}
 Summary:        Python interface to SphinxTrain
 Requires:       %{name}%{?_isa} = %{version}-%{release}
 Requires:       sphinxbase-python%{?_isa}, python2-scipy%{?_isa}
 
-%description -n python-%{name}
+%description -n python2-%{name}
 Python interface to SphinxTrain.
 
 %prep
@@ -164,11 +165,15 @@ find %{buildroot}%{_libdir}/%{name}/scripts/lib -name \*.pm -o -name \*.txt | \
 %{_libdir}/%{name}/
 %exclude %{python2_sitearch}/*
 
-%files -n python-%{name}
+%files -n python2-%{name}
 %{python2_sitearch}/SphinxTrain*.egg-info
 %{python2_sitearch}/cmusphinx/
 
 %changelog
+* Sun Dec 17 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 1.0.8-39
+- Python 2 binary package renamed to python2-sphinxtrain
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Mon Aug 14 2017 Jerry James <loganjerry@gmail.com> - 1.0.8-38
 - Rebuild for openfst 1.6.3