Upload 4 files

app.py

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+import gradio as gr
+import os
+import json
+
+with open('results.json', 'r') as f:
+    results_data = json.load(f)
+
+with open('sarcasm_data.json', 'r') as f:
+    sarcasm_data = json.load(f)
+
+def get_dialogues_and_result(id):
+    result = next((item for item in results_data if item['id'] == id), None)
+    if not result:
+        return f"ID {id} not found in results.json"
+    
+    sarcasm_info = sarcasm_data.get(id)
+    if not sarcasm_info:
+        return f"ID {id} not found in sarcasm_data.json"
+    
+    utterance = f"{sarcasm_info['speaker']}: {sarcasm_info['utterance']}"
+    context = "\n".join(
+        f"{speaker}: {line}" for speaker, line in zip(sarcasm_info['context_speakers'], sarcasm_info['context'])
+    )
+    
+    output = {
+        "id": id,
+        "utterance": utterance,
+        "context": context,
+        "sarcasm": result['sarcasm']
+    }
+    
+    return output
+
+def analyze_videos(utterance_filename):
+    utterance_id = os.path.splitext(os.path.basename(utterance_filename))[0]
+    output = get_dialogues_and_result(utterance_id)
+    
+    return (
+        output["context"],
+        output["utterance"],
+        output["sarcasm"]
+    )
+
+def custom_css():
+    return """
+    .gradio-heading {
+        text-align: center;
+        color: #0056b3;
+        font-size: 28px;
+        font-weight: bold;
+        margin-bottom: 20px;
+    }
+    """
+
+css_style = custom_css()
+
+with gr.Blocks(css=css_style) as interface:
+    gr.Markdown("<div class='gradio-heading'>Sarcasm Detection Tool</div>")
+    with gr.Row():
+        with gr.Column(scale=1):
+            context_video_input = gr.Video(label="Upload Context Video")
+            punchline_video_input = gr.Video(label="Upload Punchline Video")
+        with gr.Column(scale=2):
+            context_dialogue_output = gr.Textbox(label="Context Dialogues")
+            punchline_dialogue_output = gr.Textbox(label="Punchline Dialogue")
+            punchline_sarcasm_output = gr.Label(label="Sarcasm")
+
+    submit_button = gr.Button("Submit")
+
+    submit_button.click(
+        fn=analyze_videos,
+        inputs=[punchline_video_input],
+        outputs=[
+            context_dialogue_output,
+            punchline_dialogue_output,
+            punchline_sarcasm_output,
+        ]
+    )
+
+if __name__ == "__main__":
+    interface.launch()

requirements.txt

@@ -0,0 +1 @@
+gradio

results.json

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+[
+    {
+        "id": "1_2614",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_2842",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_461",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_148",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_11201",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_272",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_3069",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_11699",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_72",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_367",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_2580",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_5679",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_594",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_177",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_4031",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_35",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_423",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_546",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_10849",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_1560",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_27",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_440",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_1772",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_596",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_124",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_474",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_588",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_5058",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_8837",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_477",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_74",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_602",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_4281",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_9963",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_473",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_537",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_353",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_507",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_5109",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_426",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_2216",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_413",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_206",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_73",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_6472",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_7953",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_6211",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_2361",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_7395",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_11736",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_7",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_9993",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_7593",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_491",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_6221",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_397",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_467",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_245",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_3293",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_586",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_5953",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_182",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_4544",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_253",
+        "sarcasm": 0
+    },
+    {
+        "id": "1_105",
+        "sarcasm": 1
+    },
+    {
+        "id": "2_410",
+        "sarcasm": 0
+    },
+    {
+        "id": "2_612",
+        "sarcasm": 1
+    },
+    {
+        "id": "1_8717",
+        "sarcasm": 1
+    }
+]