diff --git a/scripts/examples_master.py b/scripts/examples_master.py
index 1ad003dd74..19b55c0f07 100644
--- a/scripts/examples_master.py
+++ b/scripts/examples_master.py
@@ -887,6 +887,12 @@
             "title": "Audio Data",
             "toc": True,
             "children": [
+                {
+                    "path": "vocal_track_separation",
+                    "title": "Vocal Track Separation with Encoder-Decoder Architecture",
+                    "subcategory": "Vocal track separation",
+                    "keras_3": True,
+                },
                 {
                     "path": "transformer_asr",
                     "title": "Automatic Speech Recognition with Transformer",