WhisperX with accelerated transcription and advanced speaker diarization provides fast and accurate transcriptions with speaker segments.

Based on: https://github.com/victor-upmeet/whisperx-replicate

Citation

@misc{bain2023whisperx,
      title={WhisperX: Time-Accurate Speech Transcription of Long-Form Audio}, 
      author={Max Bain and Jaesung Huh and Tengda Han and Andrew Zisserman},
      year={2023},
      eprint={2303.00747},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}

For more information, visit the WhisperX GitHub repository.