code: def __init__(self, h):
      self.pqmf_params = h["pqmf_config"]["sbd"]
      self.f_pqmf_params = h["pqmf_config"]["fsbd"]
      self.filters = h["sbd_filters"]
      self.kernel_sizes = h["sbd_kernel_sizes"]
      self.dilations = h["sbd_dilations"]
      self.strides = h["sbd_strides"]
      self.band_ranges = h["sbd_band_ranges"]
      self.transpose = h["sbd_transpose"]
      self.segment_size = h["segment_size"]
  
imports: import logging
  from typing import Any, Dict, List, Optional
  import torch
  import torch.nn.functional
  from torch.nn import Conv1d
  from torch.nn.utils import spectral_norm, weight_norm
  from espnet2.gan_svs.visinger2.visinger2_vocoder import MultiFrequencyDiscriminator
  from espnet2.gan_tts.hifigan.residual_block import ResidualBlock
  from espnet2.gan_tts.melgan.pqmf import PQMF
label_desc: Use image node_id 1 to create a new MDCDConfig object  with example: obj = MDCDConfig(h)