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  5. Diarization Error Rate
Evaluation & Benchmarksaka DER

Diarization Error Rate

Diarization error rate (DER) is the standard metric for speaker diarization, measuring the share of audio time that is missed speech, false alarm speech or attributed to the wrong speaker.

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Lower is better. NVIDIA reported 14.72% DER for Nemotron 3 Diarization on VoiceArena's Diarization-Bench, the lowest among six systems it compared. DER depends heavily on overlap handling, speaker count and audio conditions, so results on your own recordings can differ from leaderboard numbers.

Related terms

Speaker DiarizationAI BenchmarkLLM-as-JudgeNVIDIA ACESMT-BenchHuman Baseline