diff --git a/mopidy_cd/cdrom.py b/mopidy_cd/cdrom.py
index ed5cdf4..2e041b9 100644
--- a/mopidy_cd/cdrom.py
+++ b/mopidy_cd/cdrom.py
@@ -5,7 +5,11 @@
 
 import musicbrainzngs
 
-from collections import Mapping, namedtuple
+try:
+    from collections.abc import Mapping
+except ImportError:
+    from collections import Mapping  # Backwards compatibility
+from collections import namedtuple
 from datetime import timedelta
 
 from mopidy.audio.scan import Scanner