NVIDIA's Nemotron 3 Diarization is an open-weight, 100M-parameter model that identifies which speaker is talking when in conversations, ranking #1 on VoiceArena's leaderboard with a 14.72% error rate. It supports up to eight speakers, handles overlapping speech, and enables speaker-attributed transcripts by combining diarization timestamps with speech recognition.