import torch import torch.nn as nn

# Initialize the model and load the checkpoint weights model = VoxAdvModel() model.load_state_dict(checkpoint['state_dict'])

# Use the loaded model for speaker verification Keep in mind that you'll need to define the model architecture and related functions (e.g., forward() method) to use the loaded model.