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app.py

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+import gradio as gr
+import time
+from utils import calculate_similarity_mock
+
+# Define the main processing function
+def compare_audio(target_audio, url_1, url_2):
+    """
+    Takes a target audio file path and two URLs.
+    Returns a dictionary of similarity scores.
+    """
+    if target_audio is None:
+        raise gr.Error("Please upload a target audio file first.")
+    
+    if not url_1 or not url_2:
+        raise gr.Warning("Please provide both source URLs for comparison.")
+
+    # In a real app, you would download the audio from the URLs here
+    # and run them through a model like CLAP or Wav2Vec.
+    # We are using a simulated backend for this demo.
+    
+    results = calculate_similarity_mock(target_audio, url_1, url_2)
+    
+    # Return the results for the Label component
+    return results
+
+# Create the Gradio 6 Application
+# 🚨 NOTE: gr.Blocks() takes NO arguments in Gradio 6. 
+# Theme and title go in demo.launch()
+with gr.Blocks() as demo:
+    
+    # Header Section
+    with gr.Row():
+        with gr.Column():
+            gr.Markdown("# 🎵 Audio Similarity Matcher")
+            gr.Markdown(
+                "Upload a target sound and compare it against two source audio URLs to find the best match. "
+                "[Built with anycoder](https://huggingface.co/spaces/akhaliq/anycoder)"
+            )
+
+    # Main Content
+    with gr.Row():
+        # Left Column: Inputs
+        with gr.Column(scale=1):
+            gr.Markdown("### 1. Target Audio")
+            target_input = gr.Audio(
+                sources=["upload", "microphone"],
+                type="filepath",
+                label="Upload Target Sound",
+                render=True
+            )
+            
+            gr.Markdown("### 2. Compare Against Source URLs")
+            url_input_1 = gr.Textbox(
+                label="Source Audio URL #1",
+                placeholder="https://example.com/audio1.mp3",
+                lines=1
+            )
+            url_input_2 = gr.Textbox(
+                label="Source Audio URL #2",
+                placeholder="https://example.com/audio2.mp3",
+                lines=1
+            )
+            
+            submit_btn = gr.Button("Analyze Similarity 🚀", variant="primary", size="lg")
+
+        # Right Column: Outputs
+        with gr.Column(scale=1):
+            gr.Markdown("### Results")
+            # Label component is great for classification/similarity scores
+            similarity_output = gr.Label(
+                label="Similarity Score",
+                num_top_classes=2
+            )
+            
+            # JSON output for detailed debugging data
+            json_output = gr.JSON(
+                label="Detailed Analysis Data",
+                visible=False
+            )
+
+    # Event Listeners
+    # 🚨 Gradio 6 uses 'api_visibility' instead of just api_name
+    submit_btn.click(
+        fn=compare_audio,
+        inputs=[target_input, url_input_1, url_input_2],
+        outputs=[similarity_output],
+        api_visibility="public"
+    )
+
+    # Add example data to help users test quickly
+    gr.Examples(
+        examples=[
+            [None, "https://www2.cs.uic.edu/~i101/SoundFiles/BabyElephantWalk60.wav", "https://www2.cs.uic.edu/~i101/SoundFiles/CantinaBand3.wav"]
+        ],
+        inputs=[target_input, url_input_1, url_input_2]
+    )
+
+# Launch the application
+# 🚨 CRITICAL: Theme, CSS, and app configs go here in Gradio 6
+if __name__ == "__main__":
+    demo.launch(
+        theme=gr.themes.Soft(
+            primary_hue="indigo",
+            secondary_hue="blue",
+            neutral_hue="slate",
+            radius_size="lg"
+        ),
+        footer_links=[
+            {"label": "Built with anycoder", "url": "https://huggingface.co/spaces/akhaliq/anycoder"}
+        ]
+    )

requirements.txt

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+gradio>=6.0
+requests
+Pillow