#!/usr/bin/env python3 """ Speaker diarization using pyannote.audio. """ import json import sys from pathlib import Path # Add backend to path sys.path.insert(0, str(Path(__file__).parent)) from services.diarization import diarize_and_label def main(): if len(sys.argv) < 2: print("Usage: python diarization.py [args...]", file=sys.stderr) sys.exit(1) command = sys.argv[1] try: if command == "diarize_and_label": if len(sys.argv) < 4: print("Usage: python diarization.py diarize_and_label [hf_token] [num_speakers] [use_gpu]", file=sys.stderr) sys.exit(1) transcription_result = json.loads(sys.argv[2]) audio_path = sys.argv[3] hf_token = sys.argv[4] if len(sys.argv) > 4 else None num_speakers = int(sys.argv[5]) if len(sys.argv) > 5 and sys.argv[5] != "null" else None use_gpu = sys.argv[6].lower() == "true" if len(sys.argv) > 6 else True result = diarize_and_label(transcription_result, audio_path, hf_token, num_speakers, use_gpu) print(json.dumps(result)) else: print(f"Unknown command: {command}", file=sys.stderr) sys.exit(1) except Exception as e: print(json.dumps({"error": str(e)}), file=sys.stderr) sys.exit(1) if __name__ == "__main__": main()