diff --git a/libsoup.spec b/libsoup.spec
index a32e126..de25c7f 100644
--- a/libsoup.spec
+++ b/libsoup.spec
@@ -9,6 +9,7 @@ License: LGPLv2
 URL: https://wiki.gnome.org/Projects/libsoup
 Source0: https://download.gnome.org/sources/%{name}/2.60/%{name}-%{version}.tar.xz
 
+BuildRequires: chrpath
 BuildRequires: glib2-devel >= %{glib2_version}
 BuildRequires: glib-networking
 BuildRequires: intltool
@@ -56,6 +57,9 @@ make %{?_smp_mflags}
 
 rm -f $RPM_BUILD_ROOT/%{_libdir}/*.la
 
+# Remove lib64 rpaths
+chrpath --delete $RPM_BUILD_ROOT%{_libdir}/*.so
+
 %find_lang libsoup
 
 %post -p /sbin/ldconfig
@@ -83,6 +87,7 @@ rm -f $RPM_BUILD_ROOT/%{_libdir}/*.la
 %changelog
 * Wed Oct 11 2017 Kalev Lember <klember@redhat.com> - 2.60.1-1
 - Update to 2.60.1
+- Remove lib64 rpaths
 
 * Wed Sep 13 2017 Kalev Lember <klember@redhat.com> - 2.60.0-1
 - Update to 2.60.0