Datasets › DIHARD II

DIHARD II

Introduced by Neville Ryant et al. in The Second DIHARD Diarization Challenge: Dataset, task, and baselines18 Jun 2019 archive 2025-07-28

The DIHARD II development and evaluation sets draw from a diverse set of sources exhibiting wide variation in recording equipment, recording environment, ambient noise, number of speakers, and speaker demographics. The development set includes reference diarization and speech segmentation and may be used for any purpose including system development or training.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Speaker Diarization DIHARD II UIS-RNN-SML DER(%) 27.3 Supervised online diarization with sample mean loss for... DonkeyShot21/uis-rnn-sml 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 34. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Supervised online diarization with sample mean loss for multi-domain data 1 1 4 Nov 2019 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Custom

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • DIHARD II

1 variant name, as the archive lists them.

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