download_model.py

from transformers import AutoModelForAudioClassification, AutoFeatureExtractor
import os

model_name = "MelodyMachine/Deepfake-audio-detection-V2"
print(f"Downloading model: {model_name}...")

try:
    AutoFeatureExtractor.from_pretrained(model_name)
    AutoModelForAudioClassification.from_pretrained(model_name)
    print("Download complete!")
except Exception as e:
    print(f"Formatting error: {e}")