Update tutorial_advanced.html

Author: mravanelli

tutorial_advanced.html

@@ -295,6 +295,32 @@ <h2>Text Tokenizer</h2>
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+                          <article class="row blog_item">
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+                                      <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>
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+                                <div class="blog_post">
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+                                        <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>
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+                          </article>
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