diff --git a/totem.spec b/totem.spec
index 2c1cad5..1690dc1 100644
--- a/totem.spec
+++ b/totem.spec
@@ -4,7 +4,7 @@
 Name: totem
 Epoch: 1
 Version: 3.38.0
-Release: 4%{?dist}
+Release: 5%{?dist}
 Summary: Movie player for GNOME
 
 License: GPLv2+ with exceptions
@@ -73,6 +73,8 @@ Recommends: gstreamer1-plugins-bad-free%{?_isa}
 Obsoletes: totem-nautilus < 1:3.31.91
 # Removed in F31
 Obsoletes: totem-lirc < 1:3.33.0
+# Self-obsoletes to help with totem -> totem + totem-video-thumbnailer split in F34
+Obsoletes: totem < 1:3.38.0-4
 
 %description
 Totem is simple movie player for the GNOME desktop. It features a
@@ -83,6 +85,8 @@ Totem is extensible through a plugin system.
 
 %package video-thumbnailer
 Summary: Totem video thumbnailer
+# Self-obsoletes to help with totem -> totem + totem-video-thumbnailer split in F34
+Obsoletes: totem < 1:3.38.0-4
 
 %description video-thumbnailer
 This package contains the Totem video thumbnailer.
@@ -174,6 +178,9 @@ desktop-file-validate $RPM_BUILD_ROOT%{_datadir}/applications/org.gnome.Totem.de
 %{_datadir}/gir-1.0/Totem-1.0.gir
 
 %changelog
+* Wed Mar 03 2021 Kalev Lember <klember@redhat.com> - 1:3.38.0-5
+- Add self-obsoletes to help with the totem-video-thumbnailer split
+
 * Tue Feb 23 2021 Kalev Lember <klember@redhat.com> - 1:3.38.0-4
 - Split totem-video-thumbnailer out to a separate subpackage