The Second DISPLACE Challenge : DIarization of SPeaker and LAnguage in Conversational Environments

Shareef Babu Kalluri, Prachi Singh, Pratik Roy Chowdhuri, Apoorva Kulkarni, Shikha Baghel +6 more
6/13/2024
eess.AScs.LG

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Abstract

The DIarization of SPeaker and LAnguage in Conversational Environments (DISPLACE) 2024 challenge is the second in the series of DISPLACE challenges, which involves tasks of speaker diarization (SD) and language diarization (LD) on a challenging multilingual conversational speech dataset. In the DISPLACE 2024 challenge, we also introduced the task of automatic speech recognition (ASR) on this dataset. The dataset containing 158 hours of speech, consisting of both supervised and unsupervised mono-channel far-field recordings, was released for LD and SD tracks. Further, 12 hours of close-field mono-channel recordings were provided for the ASR track conducted on 5 Indian languages. The details of the dataset, baseline systems and the leader board results are highlighted in this paper. We have also compared our baseline models and the team's performances on evaluation data of DISPLACE-2023 to emphasize the advancements made in this second version of the challenge.

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Cite this paper

@article{kalluri2024second,
  title  = {The Second DISPLACE Challenge : DIarization of SPeaker and LAnguage in Conversational Environments},
  author = {Shareef Babu Kalluri and Prachi Singh and Pratik Roy Chowdhuri and Apoorva Kulkarni and Shikha Baghel and Pradyoth Hegde and Swapnil Sontakke and Deepak K T and S. R. Mahadeva Prasanna and Deepu Vijayasenan and Sriram Ganapathy},
  year   = {2024},
  eprint = {2406.09494},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2406.09494v1}
}

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