[R] Speaker diarization

Hi All,

I am working on a project where I want to create speaker-aware transcripts from audios/videos, preferably using open-source solutions. I have tried so many approaches but nothing seems to work good enough out of the box.

I have tried:

​

1. whisperX: [https://github.com/m-bain/whisperX](https://github.com/m-bain/whisperX) (uses pyannote)

2. whisper-diarization: [https://github.com/MahmoudAshraf97/whisper-diarization](https://github.com/MahmoudAshraf97/whisper-diarization) (uses Nemo)

3. AWS Transcribe

4. AssemblyAI API

5. Picovoice API


I'll need to dig deeper and understand what's causing the incorrect diarization but I am looking for suggestions to …

api assemblyai aws box create diarization good machinelearning nothing project solutions speaker transcribe transcripts videos work