code: def inference(self, c):
      c = tf.transpose(c, perm=[0, 2, 1])
      c = tf.expand_dims(c, 2)
      # FIXME: TF had no replicate padding as in Torch
      # c = tf.pad(c, [[0, 0], [self.inference_padding, self.inference_padding], [0, 0], [0, 0]], "REFLECT")
      o = c
      for layer in self.model_layers:
          o = layer(o)
      o = tf.transpose(o, perm=[0, 3, 2, 1])
      o = self.pqmf_layer.synthesis(o[:, :, 0, :])
      return o
  
file_path: TTS/TTS/vocoder/tf/models/multiband_melgan_generator.py
imports: import tensorflow
  from TTS.vocoder.tf.models.melgan_generator import MelganGenerator
  from TTS.vocoder.tf.layers.pqmf import PQMF
label_desc: Use image node_id 4 for calling the MultibandMelganGenerator obj's underlying member method code with example usage: obj.inference(c) and returns: o