diff --git a/lectures.html b/lectures.html
index 755b293..24b6994 100644
--- a/lectures.html
+++ b/lectures.html
@@ -542,11 +542,12 @@ <h3 class="panel-title">Note</h3>
     <td>Lecture</td>
     <td>{{ cur | date: "%A, %b %-d"}}</td>
     <td>
-      Self-supervised Learning
+      Self-Supervised Learning
     </td>
     <td>
       {% if release_day >= cur %}
       {% endif %}
+      <a href="https://echo360.org/media/965a44bd-a0d7-4df2-81e2-b4828708ceeb/public">[lecture recording]</a><br>
       <a href="{{site.baseurl}}/docs/lecture20fall2023.pdf">[slides]</a><br>
     </td>
   </tr>