Add Gradio interface for deepfake audio detection

app.py

@@ -0,0 +1,21 @@
+import gradio as gr
+from transformers import pipeline
+
+# Load the model using pipeline
+pipe = pipeline("audio-classification", model="MelodyMachine/Deepfake-audio-detection-V2")
+
+# Define the prediction function
+def predict(audio):
+    return pipe(audio)
+
+# Create the Gradio interface
+iface = gr.Interface(
+    fn=predict,
+    inputs=gr.Audio(source="microphone", type="filepath"),
+    outputs="label",
+    title="Deepfake Audio Detection",
+    description="Upload an audio file or record your voice to detect if the audio is a deepfake."
+)
+
+# Launch the interface
+iface.launch()