code: def main(cmd=None):
      print(get_commandline_args(), file=sys.stderr)
      parser = get_parser()
      args = parser.parse_args(cmd)
      kwargs = vars(args)
      kwargs.pop("config", None)
      inference(**kwargs)
  
imports: import argparse
  import logging
  import sys
  from itertools import chain
  from pathlib import Path
  from typing import Any, List, Optional, Sequence, Tuple, Union
  import humanfriendly
  import numpy
  import torch
  import yaml
  from tqdm import trange
  from typeguard import check_argument_types
  from espnet2.enh.loss.criterions.tf_domain import FrequencyDomainMSE
  from espnet2.enh.loss.criterions.time_domain import SISNRLoss
  from espnet2.enh.loss.wrappers.pit_solver import PITSolver
  from espnet2.fileio.sound_scp import SoundScpWriter
  from espnet2.tasks.enh_tse import TargetSpeakerExtractionTask
  from espnet2.torch_utils.device_funcs import to_device
  from espnet2.torch_utils.set_all_random_seed import set_all_random_seed
  from espnet2.train.abs_espnet_model import AbsESPnetModel
  from espnet2.utils import config_argparse
  from espnet2.utils.types import str2bool, str2triple_str, str_or_none
  from espnet.utils.cli_utils import get_commandline_args
label_desc: Use image node_id 7 for calling a global function with example usage: main(cmd) without return types