code: def __init__(
      self,
      dataset,
      output_file: str,
      output_ctm_dir: str,
      time_per_frame: float,
  ):
      super().__init__(dataset, output_file)
      self.output_ctm_dir = output_ctm_dir
      self.time_per_frame = time_per_frame
      os.makedirs(self.output_ctm_dir, exist_ok=True)
  
file_path: NeMo/nemo/collections/asr/data/audio_to_ctm_dataset.py
imports: import json
  import os
  from dataclasses import dataclass
  from pathlib import Path
  from typing import Any, List, Tuple
  from nemo.collections.asr.data.audio_to_text_dataset import ASRPredictionWriter
  from nemo.utils import logging
label_desc: Use image node_id 1 to create a new ASRCTMPredictionWriter object from inherited base classes: ASRPredictionWriter with example: obj = ASRCTMPredictionWriter(dataset, output_file, output_ctm_dir, time_per_frame)