fix some errs

Author: xiehanke

soulx-podcast/index.html

@@ -84,11 +84,11 @@ <h1 id="">
     </div>
 
     <p align="center">
-    📑 <a href="https://arxiv.org/abs/2509.18004">Paper</a> &nbsp&nbsp | &nbsp&nbsp 
+    📑 <a href="https://arxiv.org/abs/2510.23541">Paper</a> &nbsp&nbsp | &nbsp&nbsp 
     🐙 <a href="https://github.com/Soul-AILab/SoulX-Podcast">GitHub</a> &nbsp&nbsp | &nbsp&nbsp 
     🤗 <a href="https://huggingface.co/collections/Soul-AILab/soulx-podcast">HuggingFace</a>
     <br>
-    🎤 <a href="https://github.com/Soul-AILab/SoulX-Podcast/blob/demopage/index.html">Demo Page</a> &nbsp&nbsp | &nbsp&nbsp 
+    🎤 <a href="https://github.com/Soul-AILab/Soul-AILab.github.io">Demo Page</a> &nbsp&nbsp | &nbsp&nbsp 
     💬 <a href="https://github.com/Soul-AILab/SoulX-Podcast?tab=readme-ov-file#contact">Contact Us</a>
     </p>
 
@@ -468,14 +468,14 @@ <h2 id="paralinguistic-demo" style="text-align: center;">Paralinguistic Controls
 
     <hr>
     <h2 id="longform-demo" style="text-align: center;">Long-form Podcast: Coherence and Stability<a name="longform-demo"></a></h2>
-    <p style="text-align: center; color: #555; margin-top: 10px;">Demonstrate the model's ability to generate long-form podcast conversations (over 60 minutes) with stable voice colors and coherent emotional continuity.</p>
+    <p style="text-align: center; color: #555; margin-top: 10px;">Demonstrate the model's ability to generate long-form podcast conversations (over 60 minutes) with stable voice consistency and coherent emotional continuity.</p>
 
     <div class="case" data-key="longform-scroll" data-json="raw/text/longform-scroll.json" 
          style="margin: 20px auto; width: 80%; max-width: 900px; text-align: left; padding: 20px; border: 1px solid #ddd; border-radius: 8px; background: #f9f9f9;">
 
       <h3 style="text-align: center; margin-top: 0;">Long-form Podcast Conversation (~60 Minutes)</h3>
       <p style="font-size: 14px; margin-bottom: 20px; color: #555; text-align: center;">
-        <b>Topic:</b> Discussion of the 《Psychological Decoding》.
+        <b>Topic:</b> Discussion of the <b>Psychological Decoding</b>.
         (<a href="raw/text/long_text.txt" target="_blank">View Full Script</a>)
         </p>