diff --git a/CHANGES.md b/CHANGES.md
index 0a3d1e8..c64da99 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -5,6 +5,9 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.html).
 
 ## [Unreleased]
+### Fixed
+- Fixed a regression where a track would fail to download if it isn't
+  found on Spotify ([@ritiek](https://github.com/ritiek)) (#653)
 
 ## [1.2.3] - 2019-12-20
 ### Added
diff --git a/spotdl/internals.py b/spotdl/internals.py
index a7f4f04..f0c6f38 100644
--- a/spotdl/internals.py
+++ b/spotdl/internals.py
@@ -93,7 +93,10 @@ def format_string(
     format_tags[9] = tags["track_number"]
     format_tags[10] = tags["total_tracks"]
     format_tags[11] = tags["external_ids"]["isrc"]
-    format_tags[12] = tags["id"]
+    try:
+        format_tags[12] = tags["id"]
+    except KeyError:
+        pass
 
     format_tags_sanitized = {
         k: sanitize_title(str(v), ok="'-_()[]{}") if slugification else str(v)