diff --git a/src/music.cpp b/src/music.cpp
index 813bc5a16c..f7e8bbc1ca 100644
--- a/src/music.cpp
+++ b/src/music.cpp
@@ -43,6 +43,8 @@ template <class Tbase_set>
 
 	const Tbase_set *best = NULL;
 	for (const Tbase_set *c = BaseMedia<Tbase_set>::available_sets; c != NULL; c = c->next) {
+		if (c->GetNumMissing() != 0) continue;
+
 		if (best == NULL ||
 				best->valid_files < c->valid_files ||
 				(best->valid_files == c->valid_files &&