diff --git a/totem.spec b/totem.spec
index 4e1f914..af2bcd3 100644
--- a/totem.spec
+++ b/totem.spec
@@ -1,17 +1,10 @@
-# This package depends on automagic byte compilation
-# https://fedoraproject.org/wiki/Changes/No_more_automagic_Python_bytecompilation_phase_2
-%global _python_bytecompile_extra 1
-
-# Byte compile python plugins with python3
-%global __python %{__python3}
-
 %global gst_plugins_base_version 1.6.0
 %global gtk3_version 3.19.4
 
 Name: totem
 Epoch: 1
 Version: 3.34.1
-Release: 4%{?dist}
+Release: 5%{?dist}
 Summary: Movie player for GNOME
 
 License: GPLv2+ with exceptions
@@ -106,6 +99,8 @@ developing developing plugins for %{name}.
 %meson_install
 %find_lang %{name} --with-gnome
 
+%py_byte_compile %{python3} %{buildroot}%{_libdir}/totem/plugins/
+
 %check
 appstream-util validate-relax --nonet $RPM_BUILD_ROOT%{_datadir}/metainfo/org.gnome.Totem.appdata.xml
 desktop-file-validate $RPM_BUILD_ROOT%{_datadir}/applications/org.gnome.Totem.desktop
@@ -168,6 +163,10 @@ desktop-file-validate $RPM_BUILD_ROOT%{_datadir}/applications/org.gnome.Totem.de
 %{_datadir}/gir-1.0/Totem-1.0.gir
 
 %changelog
+* Tue Jun 16 2020 Bastien Nocera <bnocera@redhat.com> - 3.34.1-5
++ totem-3.34.1-5
+- Remove automagic Python bytecompilation
+
 * Fri Mar 20 2020 Kalev Lember <klember@redhat.com> - 1:3.34.1-4
 - Recommend gstreamer1-plugin-openh264