Update app.py

app.py

@@ -19,8 +19,8 @@ custom_css = """
 }
 """
 
-title="EfficientNetV2 Deepfakes Video Detector"
-description="EfficientNetV2 Deepfakes Image Detector by using frame-by-frame detection."
+title = "EfficientNetV2 Deepfakes Detector"
+description = "Multimodal Deepfake Detection using EfficientNetV2 (Video/Image) and RawNet (Audio)."
 
 # Image Interface with larger components
 image_interface = gr.Interface(
@@ -44,10 +44,23 @@ video_interface = gr.Interface(
     description="Upload a video to detect if it's real or fake (frame-by-frame analysis)"
 )
 
+# Audio Interface (New)
+audio_interface = gr.Interface(
+    fn=pipeline.deepfakes_audio_predict,
+    inputs=gr.Audio(sources=["upload", "microphone"], label="Upload Audio", type="numpy"),
+    outputs=gr.Textbox(label="Detection Result", lines=8, scale=2),
+    # examples=["audio/real_sample.wav", "audio/fake_sample.wav"], # Uncomment if you have example audio files
+    cache_examples=False,
+    title="Audio Deepfake Detection",
+    description="Upload an audio file or record microphone to detect if it's real or fake (Deepfake)"
+)
+
 app = gr.TabbedInterface(
-    interface_list=[image_interface, video_interface], 
-    tab_names=['Image inference', 'Video inference'],
-    css=custom_css
+    interface_list=[image_interface, video_interface, audio_interface], 
+    tab_names=['Image inference', 'Video inference', 'Audio inference'],
+    css=custom_css,
+    title=title,
+    theme=gr.themes.Soft()
 )
 
 if __name__ == '__main__':