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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-c70e3534
+b2389974
diff --git a/about.html b/about.html
@@ -357,6 +357,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/acknowledgements.html b/acknowledgements.html
@@ -357,6 +357,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/ai_for_good.html b/ai_for_good.html
@@ -378,6 +378,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/benchmarking.html b/benchmarking.html
@@ -376,6 +376,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/case_studies.html b/case_studies.html
@@ -356,6 +356,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/community.html b/community.html
@@ -357,6 +357,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/contributors.html b/contributors.html
@@ -357,6 +357,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
@@ -456,70 +462,70 @@ <h1 class="title">Contributors</h1>
 <tbody>
 <tr>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/BaeHenryS"><img src="https://avatars.githubusercontent.com/BaeHenryS?s=100" width="100px;" alt="Henry Bae"><br><sub><b>Henry Bae</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=BaeHenryS" title="Documentation">📖</a>
+<a href="https://github.com/mpstewart1"><img src="https://avatars.githubusercontent.com/mpstewart1?s=100" width="100px;" alt="Matthew Stewart"><br><sub><b>Matthew Stewart</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=mpstewart1" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"><br><sub><b>oishib</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=oishib" title="Documentation">📖</a>
+<a href="https://github.com/sophiacho1"><img src="https://avatars.githubusercontent.com/sophiacho1?s=100" width="100px;" alt="sophiacho1"><br><sub><b>sophiacho1</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=sophiacho1" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/sophiacho1"><img src="https://avatars.githubusercontent.com/sophiacho1?s=100" width="100px;" alt="sophiacho1"><br><sub><b>sophiacho1</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=sophiacho1" title="Documentation">📖</a>
+<a href="https://github.com/profvjreddi"><img src="https://avatars.githubusercontent.com/profvjreddi?s=100" width="100px;" alt="Vijay Janapa Reddi"><br><sub><b>Vijay Janapa Reddi</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=profvjreddi" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/Naeemkh"><img src="https://avatars.githubusercontent.com/Naeemkh?s=100" width="100px;" alt="naeemkh"><br><sub><b>naeemkh</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Naeemkh" title="Documentation">📖</a>
+<a href="https://github.com/ishapira1"><img src="https://avatars.githubusercontent.com/ishapira1?s=100" width="100px;" alt="ishapira"><br><sub><b>ishapira</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=ishapira1" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/ShvetankPrakash"><img src="https://avatars.githubusercontent.com/ShvetankPrakash?s=100" width="100px;" alt="Shvetank Prakash"><br><sub><b>Shvetank Prakash</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=ShvetankPrakash" title="Documentation">📖</a>
+<a href="https://github.com/aptl26"><img src="https://avatars.githubusercontent.com/aptl26?s=100" width="100px;" alt="aptl26"><br><sub><b>aptl26</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=aptl26" title="Documentation">📖</a>
 </td>
 </tr>
 <tr>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/aptl26"><img src="https://avatars.githubusercontent.com/aptl26?s=100" width="100px;" alt="aptl26"><br><sub><b>aptl26</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=aptl26" title="Documentation">📖</a>
+<a href="https://github.com/ShvetankPrakash"><img src="https://avatars.githubusercontent.com/ShvetankPrakash?s=100" width="100px;" alt="Shvetank Prakash"><br><sub><b>Shvetank Prakash</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=ShvetankPrakash" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/Mjrovai"><img src="https://avatars.githubusercontent.com/Mjrovai?s=100" width="100px;" alt="Marcelo Rovai"><br><sub><b>Marcelo Rovai</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Mjrovai" title="Documentation">📖</a>
+<a href="https://github.com/colbybanbury"><img src="https://avatars.githubusercontent.com/colbybanbury?s=100" width="100px;" alt="Colby Banbury"><br><sub><b>Colby Banbury</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=colbybanbury" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"><br><sub><b>Marco Zennaro</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=marcozennaro" title="Documentation">📖</a>
+<a href="https://github.com/Mjrovai"><img src="https://avatars.githubusercontent.com/Mjrovai?s=100" width="100px;" alt="Marcelo Rovai"><br><sub><b>Marcelo Rovai</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Mjrovai" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"><br><sub><b>Jayson Lin</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=jaysonzlin" title="Documentation">📖</a>
+<a href="https://github.com/BaeHenryS"><img src="https://avatars.githubusercontent.com/BaeHenryS?s=100" width="100px;" alt="Henry Bae"><br><sub><b>Henry Bae</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=BaeHenryS" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/happyappledog"><img src="https://avatars.githubusercontent.com/happyappledog?s=100" width="100px;" alt="happyappledog"><br><sub><b>happyappledog</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=happyappledog" title="Documentation">📖</a>
+<a href="https://github.com/uchendui"><img src="https://avatars.githubusercontent.com/uchendui?s=100" width="100px;" alt="Ikechukwu Uchendu"><br><sub><b>Ikechukwu Uchendu</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=uchendui" title="Documentation">📖</a>
 </td>
 </tr>
 <tr>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/profvjreddi"><img src="https://avatars.githubusercontent.com/profvjreddi?s=100" width="100px;" alt="Vijay Janapa Reddi"><br><sub><b>Vijay Janapa Reddi</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=profvjreddi" title="Documentation">📖</a>
+<a href="https://github.com/jessicaquaye"><img src="https://avatars.githubusercontent.com/jessicaquaye?s=100" width="100px;" alt="Jessica Quaye"><br><sub><b>Jessica Quaye</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=jessicaquaye" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/mmaz"><img src="https://avatars.githubusercontent.com/mmaz?s=100" width="100px;" alt="Mark Mazumder"><br><sub><b>Mark Mazumder</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=mmaz" title="Documentation">📖</a>
+<a href="https://github.com/happyappledog"><img src="https://avatars.githubusercontent.com/happyappledog?s=100" width="100px;" alt="happyappledog"><br><sub><b>happyappledog</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=happyappledog" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/18jeffreyma"><img src="https://avatars.githubusercontent.com/18jeffreyma?s=100" width="100px;" alt="Jeffrey Ma"><br><sub><b>Jeffrey Ma</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=18jeffreyma" title="Documentation">📖</a>
+<a href="https://github.com/sjohri20"><img src="https://avatars.githubusercontent.com/sjohri20?s=100" width="100px;" alt="sjohri20"><br><sub><b>sjohri20</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=sjohri20" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/jessicaquaye"><img src="https://avatars.githubusercontent.com/jessicaquaye?s=100" width="100px;" alt="Jessica Quaye"><br><sub><b>Jessica Quaye</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=jessicaquaye" title="Documentation">📖</a>
+<a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"><br><sub><b>Jayson Lin</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=jaysonzlin" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/sjohri20"><img src="https://avatars.githubusercontent.com/sjohri20?s=100" width="100px;" alt="sjohri20"><br><sub><b>sjohri20</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=sjohri20" title="Documentation">📖</a>
+<a href="https://github.com/18jeffreyma"><img src="https://avatars.githubusercontent.com/18jeffreyma?s=100" width="100px;" alt="Jeffrey Ma"><br><sub><b>Jeffrey Ma</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=18jeffreyma" title="Documentation">📖</a>
 </td>
 </tr>
 <tr>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/uchendui"><img src="https://avatars.githubusercontent.com/uchendui?s=100" width="100px;" alt="Ikechukwu Uchendu"><br><sub><b>Ikechukwu Uchendu</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=uchendui" title="Documentation">📖</a>
+<a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"><br><sub><b>Marco Zennaro</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=marcozennaro" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/ishapira1"><img src="https://avatars.githubusercontent.com/ishapira1?s=100" width="100px;" alt="ishapira"><br><sub><b>ishapira</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=ishapira1" title="Documentation">📖</a>
+<a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"><br><sub><b>oishib</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=oishib" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
 <a href="https://github.com/DivyaAmirtharaj"><img src="https://avatars.githubusercontent.com/DivyaAmirtharaj?s=100" width="100px;" alt="Divya"><br><sub><b>Divya</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=DivyaAmirtharaj" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/mpstewart1"><img src="https://avatars.githubusercontent.com/mpstewart1?s=100" width="100px;" alt="Matthew Stewart"><br><sub><b>Matthew Stewart</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=mpstewart1" title="Documentation">📖</a>
+<a href="https://github.com/Naeemkh"><img src="https://avatars.githubusercontent.com/Naeemkh?s=100" width="100px;" alt="naeemkh"><br><sub><b>naeemkh</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Naeemkh" title="Documentation">📖</a>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/colbybanbury"><img src="https://avatars.githubusercontent.com/colbybanbury?s=100" width="100px;" alt="Colby Banbury"><br><sub><b>Colby Banbury</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=colbybanbury" title="Documentation">📖</a>
+<a href="https://github.com/mmaz"><img src="https://avatars.githubusercontent.com/mmaz?s=100" width="100px;" alt="Mark Mazumder"><br><sub><b>Mark Mazumder</b></sub></a><br><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=mmaz" title="Documentation">📖</a>
 </td>
 </tr>
 </tbody>

diff --git a/copyright.html b/copyright.html
@@ -357,6 +357,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/data_engineering.html b/data_engineering.html
@@ -378,6 +378,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/dedication.html b/dedication.html
@@ -357,6 +357,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 

diff --git a/dl_primer.html b/dl_primer.html
@@ -376,6 +376,12 @@
   <a href="./kws_nicla.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Keyword Spotting (KWS)</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./dsp_spectral_features_block.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">DSP - Spectral Features</span></a>
+  </div>
 </li>
           <li class="sidebar-item">
   <div class="sidebar-item-container">