diff --git a/libmirage.spec b/libmirage.spec
index b0e0a66..6ef166b 100644
--- a/libmirage.spec
+++ b/libmirage.spec
@@ -34,7 +34,6 @@ BuildRoot:      %{_tmppath}/%{name}-%{version}-build
 BuildRequires:  cmake >= 2.8.5
 BuildRequires:  pkgconfig >= 0.16
 BuildRequires:  xz
-BuildRequires:  pkgconfig(bzip2) >= 1.0.0
 BuildRequires:  pkgconfig(glib-2.0) >= 2.28
 BuildRequires:  pkgconfig(gmodule-2.0) >= 2.28
 BuildRequires:  pkgconfig(gobject-2.0) >= 2.28
@@ -43,6 +42,11 @@ BuildRequires:  pkgconfig(gtk-doc) >= 1.4
 BuildRequires:  pkgconfig(liblzma) >= 5.0.0
 BuildRequires:  pkgconfig(sndfile) >= 1.0.0
 BuildRequires:  pkgconfig(zlib) >= 1.2.0
+%if 0%{?fedora_version}
+BuildRequires:  bzip2-devel >= 1.0.0
+%else
+BuildRequires:  pkgconfig(bzip2) >= 1.0.0
+%endif
 
 %description
 A CD-ROM image access library part of the cdemu suite.