Mufidiwiwhi is a program built on top of Whisper that will transcript audio files with reliable speaker diarization, by using one file per speaker. For free.
👉️ https://blog.castopod.org/transcribe-your-podcast-with-accurate-speaker-diarisation-for-free-with-whisper/