app.py

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()