mlsanityData to 7 Oct 2026

Oriental Language Recognition (OLR) 2020: Summary and Analysis

arXiv 2107.05365 ↗First posted 5 Jul 2021cs.SD cs.CL eess.AScited by 2

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Abstract (arXiv)

The fifth Oriental Language Recognition (OLR) Challenge focuses on language recognition in a variety of complex environments to promote its development. The OLR 2020 Challenge includes three tasks: (1) cross-channel language identification, (2) dialect identification, and (3) noisy language identification. We choose Cavg as the principle evaluation metric, and the Equal Error Rate (EER) as the secondary metric. There were 58 teams participating in this challenge and one third of the teams submitted valid results. Compared with the best baseline, the Cavg values of Top 1 system for the three tasks were relatively reduced by 82%, 62% and 48%, respectively. This paper describes the three tasks, the database profile, and the final results. We also outline the novel approaches that improve the performance of language recognition systems most significantly, such as the utilization of auxiliary information.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 14 of its 31 references that are in the map. First posted on arXiv 5 Jul 2021.

Builds on

14 of 31 references.

References · 14

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2 more
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Citing papers per year: 2022: 1; 2023: 0; 2024: 1.

2 papers.