diff --git a/python-mutagen.spec b/python-mutagen.spec
index 3326f39..3faecc0 100644
--- a/python-mutagen.spec
+++ b/python-mutagen.spec
@@ -1,8 +1,14 @@
 %global realname mutagen
 
+%if 0%{?fedora}
+%bcond_without python3
+%else
+%bcond_with python3
+%endif
+
 Name:           python-%{realname}
 Version:        1.27
-Release:        1%{?dist}
+Release:        2%{?dist}
 Summary:        Mutagen is a Python module to handle audio meta-data
 
 Group:          Development/Languages
@@ -12,6 +18,9 @@ Source0:        https://bitbucket.org/lazka/mutagen/downloads/mutagen-%{version}
 
 BuildArch:      noarch
 BuildRequires:  python2-devel
+%if %{with python3}
+BuildRequires:  python3-devel
+%endif
 
 %description
 Mutagen is a Python module to handle audio meta-data. It supports
@@ -21,20 +30,55 @@ comments. It can also read MPEG audio and Xing headers, FLAC stream
 info blocks, and Ogg Vorbis/FLAC/Theora stream headers. Finally, it
 includes a module to handle generic Ogg bit-streams.
 
+%if %{with python3}
+%package -n python3-%{realname}
+Summary:        Mutagen is a Python module to handle audio meta-data
+
+%description -n python3-%{realname}
+Mutagen is a Python module to handle audio meta-data. It supports
+reading ID3 (all versions), APEv2, FLAC, and Ogg Vorbis/FLAC/Theora.
+It can write ID3v1.1, ID3v2.4, APEv2, FLAC, and Ogg Vorbis/FLAC/Theora
+comments. It can also read MPEG audio and Xing headers, FLAC stream
+info blocks, and Ogg Vorbis/FLAC/Theora stream headers. Finally, it
+includes a module to handle generic Ogg bit-streams.
+%endif
+
 %prep
 %setup -q -n %{realname}-%{version}
 
+%if %{with python3}
+rm -rf %{py3dir}
+cp -a . %{py3dir}
+%endif
+
 %build
 %{__python} setup.py build
 
+%if %{with python3}
+pushd %{py3dir}
+%{__python3} setup.py build
+popd
+%endif
+
 %install
 %{__python} setup.py install -O1 --skip-build --root %{buildroot}
 %{__install} -d %{buildroot}%{_mandir}/man1
 %{__install} -p -m 0644 man/*.1 %{buildroot}%{_mandir}/man1
 
+%if %{with python3}
+pushd %{py3dir}
+%{__python3} setup.py install --skip-build --root %{buildroot}
+popd
+%endif
+
 %check
 %{__python} setup.py test
 
+%if %{with python3}
+pushd %{py3dir}
+%{__python3} setup.py test
+%endif
+
 %files
 %defattr(-,root,root,-)
 %doc COPYING NEWS README.rst docs/tutorial.rst docs/api_notes.rst docs/bugs.rst
@@ -43,7 +87,17 @@ includes a module to handle generic Ogg bit-streams.
 %{python_sitelib}/%{realname}
 %{python_sitelib}/%{realname}-%{version}-*.egg-info
 
+%if %{with python3}
+%files -n python3-%{realname}
+%doc COPYING NEWS README.rst docs/tutorial.rst docs/api_notes.rst docs/bugs.rst
+%{python3_sitelib}/%{realname}
+%{python3_sitelib}/%{realname}*.egg-info
+%endif
+
 %changelog
+* Sun Mar 01 2015 Michele Baldessari <michele@acksyn.org> - 1.27-2
+- Add initial Python 3 support on Fedora
+
 * Mon Dec 15 2014 Michele Baldessari <michele@acksyn.org> - 1.27-1
 - New upstream release
 - Only use macro style for buildroot