code: def compute_stft_paddings(
      *,
      x: np.ndarray = None,
      hop_length: int = None,
      pad_two_sides: bool = False,
      **kwargs,
  ) -> Tuple[int, int]:
      """Compute paddings used by Librosa's STFT. Compute right padding (final frame) or both sides padding
      (first and final frames)"""
      pad = (x.shape[0] // hop_length + 1) * hop_length - x.shape[0]
      if not pad_two_sides:
          return 0, pad
      return pad // 2, pad // 2 + pad % 2
  
imports: from io import BytesIO
  from typing import Tuple
  import librosa
  import numpy
  import scipy
  import soundfile
  from librosa import magphase, pyin
label_desc: Use image node_id 18 for calling a global function with example usage: compute_stft_paddings() and returns: unknown,  unknown, int,  pad