Title
The Second DIHARD Diarization Challenge - Dataset, Task, and Baselines.
Abstract
This paper introduces the second DIHARD challenge, the second in a series of speaker diarization challenges intended to improve the robustness of diarization systems to variation in recording equipment, noise conditions, and conversational domain. The challenge comprises four tracks evaluating diarization performance under two input conditions (single channel vs. multi-channel) and two segmentation conditions (diarization from a reference speech segmentation vs. diarization from scratch). In order to prevent participants from overtuning to a particular combination of recording conditions and conversational domain, recordings are drawn from a variety of sources ranging from read audiobooks to meeting speech, to child language acquisition recordings, to dinner parties, to web video. We describe the task and metrics, challenge design, datasets, and baseline systems for speech enhancement, speech activity detection, and diarization.
Year
DOI
Venue
2019
10.21437/Interspeech.2019-1268
INTERSPEECH
DocType
Citations 
PageRank 
Conference
1
0.36
References 
Authors
0
7
Name
Order
Citations
PageRank
Neville Ryant114011.00
Ken Church2373.74
Christopher Cieri312342.44
Alejandrina Cristia4179.80
Jun Du541938.07
Sriram Ganapathy625239.62
Mark Liberman7193108.59