Summary of the DISPLACE challenge 2023-DIarization of SPeaker and LAnguage in Conversational Environments

S Baghel, S Ramoji, S Jain, PR Chowdhuri… - Speech …, 2024 - Elsevier
In multi-lingual societies, where multiple languages are spoken in a small geographic
vicinity, informal conversations often involve mix of languages. Existing speech technologies …

TalTech-IRIT-LIS Speaker and Language Diarization Systems for DISPLACE 2024

J Kalda, T Alumäe, M Lebourdais, H Bredin… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper describes the submissions of team TalTech-IRIT-LIS to the DISPLACE 2024
challenge. Our team participated in the speaker diarization and language diarization tracks …

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

SB Kalluri, P Singh, PR Chowdhuri, A Kulkarni… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

On the calibration of powerset speaker diarization models

A Plaquet, H Bredin - arXiv preprint arXiv:2409.15885, 2024 - arxiv.org
End-to-end neural diarization models have usually relied on a multilabel-classification
formulation of the speaker diarization problem. Recently, we proposed a powerset multiclass …

[PDF][PDF] Graph Clustering Approaches for Speaker Diarization of Conversational Speech

P Singh - 2023 - leap.ee.iisc.ac.in
In this era of advanced machine intelligence, real-world speech applications need to be
equipped to deal with conversations involving multiple speakers. An essential first step in …