def METHOD_NAME(**kwargs):
    defaults = dict(
        in_channels=32,
        aux_channels=5,
        channels=16,
        out_channels=1,
        kernel_size=9,
        dilation=2,
        bias=True,
        noise_upsample_scales=[11, 2, 2, 2],
        noise_upsample_activation="LeakyReLU",
        noise_upsample_activation_params={"negative_slope": 0.2},
        upsample_scales=[2, 2],
        upsample_mode="nearest",
        gated_function="softmax",
        use_weight_norm=True,
    )
    defaults.update(kwargs)
    return defaults