From 47a3553870af3e24935bc3367ad137f5807b92d6 Mon Sep 17 00:00:00 2001
From: Mirco Ravanelli <mirco.ravanelli@gmail.com>
Date: Sun, 28 Apr 2024 09:37:58 -0400
Subject: [PATCH] Update tutorial_advanced.html

---
 tutorial_advanced.html | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/tutorial_advanced.html b/tutorial_advanced.html
index e97771b..a12f2b6 100644
--- a/tutorial_advanced.html
+++ b/tutorial_advanced.html
@@ -295,6 +295,32 @@ <h2>Text Tokenizer</h2>
                                 </div>
                               </div>
                           </article>
+
+                          <article class="row blog_item">
+                             <div class="col-md-3">
+                                 <div class="blog_info text-right">
+                                      <div class="post_tag">
+                                          <a class="active" href="#">SpeechBrain Advanced</a>
+                                      </div>
+                                      <ul class="blog_meta list">
+                                          <li><a href="about.html">Lam J.<i class="lnr lnr-user"></i></a></li>
+                                          <li><a href="#">Apr. 2024<i class="lnr lnr-calendar-full"></i></a></li>
+                                          <li><a href="#">Difficulty: medium<i class="lnr lnr-cog"></i></a></li>
+                                          <li><a href="#">Time: 30min<i class="lnr lnr-hourglass"></i></a></li>
+                                      </ul>
+                                  </div>
+                             </div>
+                              <div class="col-md-9">
+                                <div class="blog_post">
+                                    <div class="blog_details">
+                                        <h2>Model Quantization</h2>
+                                        <p>Quantization is a necessary step for many deep neural networks, particularly for tasks requiring low latency and efficient memory usage like real-time automatic speech recognition. This tutorial will introduce the problem of quantization and explain how to perform quantization using SpeechBrain.</p>
+                                        <a href="https://colab.research.google.com/drive/1IoxCu_hJ6T9655a-77vWyvwOjZHboFFG?usp=sharing" class="blog_btn">Open in Google Colab</a>
+                                    </div>
+                                </div>
+                              </div>
+                          </article>
+				
                             <nav class="blog-pagination justify-content-center d-flex">
 		                        <ul class="pagination">
 		                            <li class="page-item">