Create app.py

app.py

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+import gradio as gr
+from gradio_client import Client, handle_file
+import os
+
+client = Client(f"ahmedJaafari/{os.getenv('PRIVATE_REPO_ID')}", hf_token=os.getenv('HF_TOKEN'))
+
+# Function to make the API call and return the result
+def verify_speakers(audio1, audio2):
+    result = client.predict(
+        audio1=handle_file(audio1),
+        audio2=handle_file(audio2),
+        api_name="/predict"
+    )  
+    # Assuming result is a confidence score between 0 and 100
+    if result > 75:
+        return "<div style='text-align: center;'><h2 style='color:green;'>Speakers are similar</h2></div>"
+    else:
+        return "<div style='text-align: center;'><h2 style='color:red;'>Speakers are not similar</h2></div>"
+
+# Define the interface for file upload tab
+with gr.Blocks() as file_upload_interface:
+    with gr.Tab("File Upload"):
+        with gr.Row():  # Align inputs in a single column
+            audio1_upload = gr.Audio(type="filepath", label="Upload First Audio File")
+            audio2_upload = gr.Audio(type="filepath", label="Upload Second Audio File")
+        result_file_upload = gr.HTML(label="Result", elem_id="result_html")
+        submit_button_file = gr.Button("Submit")
+        submit_button_file.click(fn=verify_speakers, inputs=[audio1_upload, audio2_upload], outputs=result_file_upload)
+
+# Define the interface for microphone tab
+with gr.Blocks() as microphone_interface:
+    with gr.Tab("Microphone Input"):
+        with gr.Row():  # Align inputs in a single column
+            audio1_mic = gr.Microphone(type="filepath", label="Record First Audio")
+            audio2_mic = gr.Microphone(type="filepath", label="Record Second Audio")
+        result_mic = gr.HTML(label="Result", elem_id="result_html_mic")
+        submit_button_mic = gr.Button("Submit")
+        submit_button_mic.click(fn=verify_speakers, inputs=[audio1_mic, audio2_mic], outputs=result_mic)
+
+# Combine both interfaces into tabs
+with gr.Blocks(css=".gradio-container { text-align: center; }") as app:  # Center the container
+    gr.Markdown("""
+    # Speaker Verification Tool
+
+    This demo allows you to verify if two speakers are the same by either uploading audio files or recording audio directly using your microphone. 
+    After submission, the system will analyze the recordings and determine if the speakers are similar.
+
+    If you have any questions or would like to learn more, feel free to reach out at [[email protected]](mailto:[email protected]) or visit our website at [www.annarabic.com](https://www.annarabic.com).
+    """)
+    with gr.Tabs():
+        with gr.TabItem("Upload Audio Files"):
+            file_upload_interface.render()
+        with gr.TabItem("Record Using Microphone"):
+            microphone_interface.render()
+
+# Launch the Gradio app
+app.launch()