Prompting Whisper with speaker labels and then fine-tuning it produces more consistent speaker IDs in long audio but error propagation and poor overlap handling limit speaker diarization accuracy.
Serialized Output Training for End -to-End Overlapped Speech Recognition,
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Prompting Whisper for Joint Speech Transcription and Diarization
Prompting Whisper with speaker labels and then fine-tuning it produces more consistent speaker IDs in long audio but error propagation and poor overlap handling limit speaker diarization accuracy.