VoxSRC 2022: The Fourth VoxCeleb Speaker Recognition Challenge
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Abstract (arXiv)
This paper summarises the findings from the VoxCeleb Speaker Recognition Challenge 2022 (VoxSRC-22), which was held in conjunction with INTERSPEECH 2022. The goal of this challenge was to evaluate how well state-of-the-art speaker recognition systems can diarise and recognise speakers from speech obtained "in the wild". The challenge consisted of: (i) the provision of publicly available speaker recognition and diarisation data from YouTube videos together with ground truth annotation and standardised evaluation software; and (ii) a public challenge and hybrid workshop held at INTERSPEECH 2022. We describe the four tracks of our challenge along with the baselines, methods, and results. We conclude with a discussion on the new domain-transfer focus of VoxSRC-22, and on the progression of the challenge from the previous three editions.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). Builds on 44 of its 49 references that are in the map. First posted on arXiv 20 Feb 2023.
Builds on
44 of 49 references.
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Citing papers per year: 2023: 1; 2024: 7.
8 papers.
- 2024What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysiscited by 10
- 2024The VoxCeleb Speaker Recognition Challenge: A Retrospectivecited by 9
- 2024Self-Tuning Spectral Clustering for Speaker Diarizationcited by 3
- 2024Comparative Analysis of Modality Fusion Approaches for Audio-Visual Person Identification and Verificationcited by 2
- 2024Investigation of Speaker Representation for Target-Speaker Speech Processingcited by 2
- 2024Adversarial Data Augmentation for Robust Speaker Verificationcited by 1
- 2023VoxWatch: An open-set speaker recognition benchmark on VoxCelebcited by 0
- 2024Efficient Multi-Model Fusion with Adversarial Complementary Representation Learningcited by 0
- 2024Investigation of Speaker Representation for Target-Speaker Speech Processing15 Oct 2024
- 2024Self-Tuning Spectral Clustering for Speaker Diarization16 Sep 2024
- 2024Comparative Analysis of Modality Fusion Approaches for Audio-Visual Person Identification and Verification31 Aug 2024
- 2024The VoxCeleb Speaker Recognition Challenge: A Retrospective27 Aug 2024
- 2024Efficient Multi-Model Fusion with Adversarial Complementary Representation Learning24 Apr 2024
- 2024Adversarial Data Augmentation for Robust Speaker Verification5 Feb 2024
- 2024What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysis31 Jan 2024
- 2023VoxWatch: An open-set speaker recognition benchmark on VoxCeleb30 Jun 2023