mlsanityData to 7 Oct 2026

VoxSRC 2019: The first VoxCeleb Speaker Recognition Challenge

arXiv 1912.02522 ↗First posted 5 Dec 2019cs.SD cs.LG eess.AScited by 13

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Abstract (arXiv)

The VoxCeleb Speaker Recognition Challenge 2019 aimed to assess how well current speaker recognition technology is able to identify speakers in unconstrained or `in the wild' data. It consisted of: (i) a publicly available speaker recognition dataset from YouTube videos together with ground truth annotation and standardised evaluation software; and (ii) a public challenge and workshop held at Interspeech 2019 in Graz, Austria. This paper outlines the challenge and provides its baselines, results and discussions.

Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Dec 2019.

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Citing papers per year: 2021: 3; 2022: 1; 2023: 3; 2024: 5; 2025: 0; 2026: 1.

13 papers.

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  1. 2021A Review of Speaker Diarization: Recent Advances with Deep Learningcited by 122
  2. 2024What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysiscited by 10
  3. 2024The VoxCeleb Speaker Recognition Challenge: A Retrospectivecited by 9
  4. 2023VoxSRC 2022: The Fourth VoxCeleb Speaker Recognition Challengecited by 8
  5. 2021EfficientTDNN: Efficient Architecture Search for Speaker Recognitioncited by 3
  6. 2023End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysiscited by 3
  7. 2024Generalizing Speaker Verification for Spoof Awareness in the Embedding Spacecited by 3
  8. 2024Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applicationscited by 3
  9. 2021Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verificationcited by 2
  10. 2024Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreadingcited by 1
  11. 2022Learnable Nonlinear Compression for Robust Speaker Verificationcited by 0
  12. 2023VoxWatch: An open-set speaker recognition benchmark on VoxCelebcited by 0
1 more
  1. 2026The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprintscited by 0