diff --git a/beetsplug/metasync/itunes.py b/beetsplug/metasync/itunes.py
index b2795f9a4..17139f549 100644
--- a/beetsplug/metasync/itunes.py
+++ b/beetsplug/metasync/itunes.py
@@ -94,7 +94,8 @@ class Itunes(MetaSource):
 
         # Make the iTunes library queryable using the path
         self.collection = {_norm_itunes_path(track['Location']): track
-                           for track in raw_library['Tracks'].values()}
+                           for track in raw_library['Tracks'].values()
+                           if 'Location' in track}
 
     def sync_from_source(self, item):
         result = self.collection.get(util.bytestring_path(item.path).lower())
diff --git a/docs/changelog.rst b/docs/changelog.rst
index 666a76641..eb423079e 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -28,6 +28,8 @@ Fixes:
 * :doc:`/plugins/thumbnails`: Fix a crash with Unicode paths. :bug:`1686`
 * :doc:`/plugins/embedart`: The ``remove_art_file`` option now works on import
   (as well as with the explicit command). :bug:`1662` :bug:`1675`
+* :doc:`/plugins/metasync`: Fix a crash when syncing with recent versions of
+  iTunes. :bug:`1700`
 
 
 1.3.15 (October 17, 2015)