update description

README.md

@@ -1,8 +1,8 @@
 ---
-title: Whisper Zero Shot Audio Classification
-emoji: 🌍
-colorFrom: pink
-colorTo: purple
+title: Zero-shot Audio Classification using Whisper
+emoji: 🌍📢
+colorFrom: blue
+colorTo: green
 sdk: gradio
 sdk_version: 3.12.0
 app_file: app.py

app.py

@@ -42,19 +42,14 @@ def main():
     for audio_path in AUDIO_PATHS:
         EXAMPLES.append([audio_path, CLASS_NAMES, "small"])
 
-    DESCRIPTION = """
-        <div style="text-align: center;">
-            <p>
-                This demo allows you to try out zero-shot audio classification using
-                [Whisper](https://github.com/openai/whisper).
-            </p>
-            <p>Github: [https://github.com/jumon/zac](https://github.com/jumon/zac)</p>
-            <p>
-                Example audio files are from the [ESC-50](https://github.com/karolpiczak/ESC-50)
-                dataset (CC BY-NC 3.0).
-            </p>
-        </div>
-    """
+    DESCRIPTION = (
+        '<div style="text-align: center;">'
+        "<p>This demo allows you to try out zero-shot audio classification using "
+        "<a href=https://github.com/openai/whisper>Whisper</a>.</p>"
+        "<p>Github: <a href=https://github.com/jumon/zac>https://github.com/jumon/zac</a></p>"
+        "<p>Example audio files are from the <a href=https://github.com/karolpiczak/ESC-50>ESC-50"
+        "</a> dataset (CC BY-NC 3.0).</p></div>"
+    )
 
     demo = gr.Interface(
         fn=zero_shot_classify,