diff --git a/docs/assets/css/style.css b/docs/assets/css/style.css
index 668a391..8a241d0 100644
--- a/docs/assets/css/style.css
+++ b/docs/assets/css/style.css
@@ -535,7 +535,7 @@ section {
   }
 
   .hero .hero-img {
-    text-align: center;
+    
     margin-top: 10px;
   }
 
@@ -851,7 +851,7 @@ section {
   align-items: center;
   justify-content: center;
   font-weight: 600;
-  font-size: 25px;
+  font-size: 18px;
   padding: 8px 20px;
 }
 
diff --git a/docs/index.html b/docs/index.html
index 1f38af0..253bd02 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -70,18 +70,11 @@
       <div class="row">
         <div class="col-lg-6 d-flex flex-column justify-content-center">
           <h1 data-aos="fade-up">Multilingual Speech Intelligibility Testing in Crowdsourced and Laboratory Settings</h1>
-          <!-- <h2 data-aos="fade-up" data-aos-delay="400">Sounds good ?</h2> -->
           <div data-aos="fade-up" data-aos-delay="600">
-            <!-- <div class="text-center text-lg-start">
-              <a href="#video" class="btn-get-started scrollto d-inline-flex align-items-center justify-content-center align-self-center">
-                <span>Take a survey</span>
-                <i class="bi bi-arrow-right"></i>
-              </a>
-            </div> -->
           </div>
         </div>
         <div class="col-lg-6 hero-img" data-aos="zoom-out" data-aos-delay="200" style="margin-bottom: 10px; padding-right: 120px;">
-          <img src="assets/img/Designer.png" style="height: 450px;" class="img-fluid" alt="">
+          <img src="assets/img/Designer.png"  class="img-fluid" alt="">
         </div>
 
 
@@ -117,15 +110,6 @@ <h1 data-aos="fade-up">Multilingual Speech Intelligibility Testing in Crowdsourc
             </div>
           </div>
 
-          
-
-          <!-- <div class="col-lg-4 col-md-6" data-aos="fade-up" data-aos-delay="700" onclick="window.open('https://ciscocx.qualtrics.com/jfe/form/SV_bQHeByZOPiU5oWi', '_blank');">
-            <div class="service-box take-test pink">
-              <h4>Chinese Tone</h4>
-              <a href="#" class="read-more"><span>Take a survey</span> <i class="bi bi-arrow-right"></i></a>
-            </div>
-          </div> -->
-
         </div>
 
 
@@ -155,7 +139,6 @@ <h2>Check our videos</h2>
 
           <div class="col-lg-4" data-aos="fade-up" data-aos-delay="200">
             <div class="box">
-              <!-- <img src="assets/img/values-1.png" class="img-fluid" alt=""> -->
               <div class="ratio ratio-1x1">
                 <iframe src="https://www.youtube.com/embed/6tSwz4nhlHA" allowfullscreen></iframe>
               </div>
@@ -375,7 +358,7 @@ <h4>Multilingual Speech Testing on GitHub</h4>
               <div class="mt-5">
                 <h3 class="section-header">We present a collection of real-world speech recordings in several languages under CC-BY-SA-4.0 license.</h3>
 
-                    <h4>The datasets are designed for speech quality and intellgibility assessment purposes, including subjective tests in laboratory or crowdsourced settings. We also provide a survey setup tool to create your own survey.</h4>
+                    <h4>The datasets are designed for speech quality and intelligibility assessment purposes, including subjective tests in laboratory or crowdsourced settings. We also provide a survey setup tool to create your own survey.</h4>
                     
               </div>
             </div><!-- End Feature Tabs -->
@@ -411,21 +394,11 @@ <h2>EXTRA INFO</h2>
 
         <div class="row justify-content-center">
 
-          <!-- <div class="col-lg-4" onclick="window.open('https://paperswithcode.com/paper/crowdsourced-multilingual-speech', '_blank');">
-            <div class="post-box">
-              <div class="post-img"><img src="assets/img/blog/blog-1.jpg" class="img-fluid" alt=""></div>
-              <span class="post-date">Mon, April 15</span>
-              <h3 class="post-title">Papers with code</h3>
-              <span class="readmore stretched-link mt-auto"><span>Take Task</span><i class="bi bi-arrow-right"></i></span>
-            </div>
-          </div> -->
-
           <div class="col-lg-4" onclick="window.open('http://arxiv.org/abs/2403.14817', '_blank');">
             <div class="post-box">
               <div class="post-img"><img src="assets/img/portfolio/aixiv-logo.jpeg" class="img-fluid" alt=""></div>
               <!-- <span class="post-date">Mon, April 15</span> -->
               <h3 class="post-title">Pre-print on arXiv</h3>
-              <!-- <span class="readmore stretched-link mt-auto"><span>Take Task</span><i class="bi bi-arrow-right"></i></span> -->
             </div>
           </div>
 
@@ -434,7 +407,6 @@ <h3 class="post-title">Pre-print on arXiv</h3>
               <div class="post-img"><img src="assets/img/portfolio/paper-title.png"  class="img-fluid" alt=""></div>
               <!-- <span class="post-date">Mon, April 15</span> -->
               <h3 class="post-title">ICASSP 2024 paper on IEEE</h3>
-              <!-- <span class="readmore stretched-link mt-auto"><span>Take Task</span><i class="bi bi-arrow-right"></i></span> -->
             </div>
           </div>
 
@@ -443,7 +415,6 @@ <h3 class="post-title">ICASSP 2024 paper on IEEE</h3>
               <div class="post-img" style="height: 300px; background-color: red;"><img src="assets/img/portfolio/Webex-generic-banners-05-cut.png" style="height: 100%; width: 100%;" class="img-fluid" alt=""></div>
               <!-- <span class="post-date">Mon, April 15</span> -->
               <h3 class="post-title">Webex Blog Post</h3>
-              <!-- <span class="readmore stretched-link mt-auto"><span>Take Task</span><i class="bi bi-arrow-right"></i></span> -->
             </div>
           </div>
 
@@ -469,33 +440,7 @@ <h3 class="post-title">Webex Blog Post</h3>
   <br>
   <br>
   <br>
-  <!-- ======= Footer ======= -->
-  <!-- <footer id="footer" class="footer">
-
-    <div class="footer-top">
-      <div class="container">
-        <div class="row gy-4">
-          <div class="col-lg-5 col-md-12 footer-info">
-            
-
-          <div class="col-lg-3 col-md-12 footer-contact text-center text-md-start">
-            <h4>Contact Us</h4>
-            <p>
-              A108 Adam Street <br>
-              New York, NY 535022<br>
-              United States <br><br>
-              <strong>Phone:</strong> +1 5589 55488 55<br>
-              <strong>Email:</strong> info@example.com<br>
-            </p>
-
-          </div>
-
-        </div>
-      </div>
-    </div>
 
-    
-  </footer>End Footer -->
 
   <a href="#" class="back-to-top d-flex align-items-center justify-content-center"><i class="bi bi-arrow-up-short"></i></a>