The problem of associating segments in an audio signal with a particular speaker to answer
the question of ‘who spoke when’, also referred to as speaker diarization, has gained …

… the LEAP lab submission to the DIHARD-III challenge [3]. … In the LEAP submission, we explore
different systems for the … 1-10 in the wideband recordings in DIHARD, end-to-end training …

… final fused system used in the LEAP submission to DIHARD challenge. The first two rows …
The final submitted system used the AHC based segmentation from the fused scores of the i-…

… The first DIHARD challenge (DIHARD I) [16] ran in the spring of 2018 and evaluated …
The diarization baseline is based on LEAP Lab’s submission to DIHARD II [27]. The system …

… A total of 16 organizations participated in the Challenge, submitting 116 competing systems
across all five tasks. Multiple systems were able to incorporate knowledge specific to the …

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… Abstract—This paper describes the system developed by HK PolyU for the Third DIHARD
Speech Diarization challenge. Unlike the official baseline, which employs a very sophisticated …

… We submitted the system that achieved 14.97% DER on the development set as the
primary system. In addition, the submitted system showed an average time efficiency of 0.014 …

… The proposed system stands apart from other submissions to the … The research in this area
took a leap two decades ago with … acoustic scenes and events 2018 workshop (pp. 202–206). …

… We also release a baseline system and report the highlights of the system submissions.
Index … The DNN was trained on DIHARD-III development set to perform speech and non-speech …