Requirements

• Python 3.8+

• Dependencies:

  • faster-whisper
  • torch
  • psutil
  • pynvml (optional, for GPU monitoring)
  • librosa
  • matplotlib
  • pyyaml

Usage

The resource_monitor.py script allows you to monitor system resources while running transcription jobs. It tracks CPU usage, RAM usage, and GPU memory/utilization (if CUDA is available).

./resource_monitor.py ./main.py <input_path> -o <output_dir>: default: /transcriptions -n <limit>: optional, limit number of files processed