mlsanityData to 7 Oct 2026

VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge

arXiv 2012.06867 ↗First posted 12 Dec 2020cs.SD cs.LG eess.AScited by 26

Not on the map. Why?

Abstract (arXiv)

We held the second installment of the VoxCeleb Speaker Recognition Challenge in conjunction with Interspeech 2020. The goal of this challenge was to assess how well current speaker recognition technology is able to diarise and recognize speakers in unconstrained or `in the wild' data. It consisted of: (i) a publicly available speaker recognition and diarisation dataset from YouTube videos together with ground truth annotation and standardised evaluation software; and (ii) a virtual public challenge and workshop held at Interspeech 2020. This paper outlines the challenge, and describes the baselines, methods used, and results. We conclude with a discussion of the progress over the first installment of the challenge.

Key facts. Cited by 26 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 Dec 2020.

Builds on

No reference list yet.

Built on by

Cited by year

Citing papers per year: 2021: 8; 2022: 7; 2023: 4; 2024: 6; 2025: 1.

26 papers.

Sort:

  1. 2021A Review of Speaker Diarization: Recent Advances with Deep Learningcited by 122
  2. 2022Bias in Automated Speaker Recognitioncited by 20
  3. 2021A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audiocited by 10
  4. 2024The VoxCeleb Speaker Recognition Challenge: A Retrospectivecited by 9
  5. 2023VoxSRC 2022: The Fourth VoxCeleb Speaker Recognition Challengecited by 8
  6. 2022Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarizationcited by 7
  7. 2025SVeritas: Benchmark for Robust Speaker Verification under Diverse Conditionscited by 6
  8. 2023Summary of the DISPLACE Challenge 2023 - DIarization of SPeaker and LAnguage in Conversational Environmentscited by 4
  9. 2024The Second DISPLACE Challenge : DIarization of SPeaker and LAnguage in Conversational Environmentscited by 4
  10. 2021MultiSV: Dataset for Far-Field Multi-Channel Speaker Verificationcited by 3
  11. 2022Design Guidelines for Inclusive Speaker Verification Evaluation Datasetscited by 3
  12. 2023End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysiscited by 3
14 more
  1. 2024Audio-Visual Person Verification based on Recursive Fusion of Joint Cross-Attentioncited by 3
  2. 2024Dynamic Cross Attention for Audio-Visual Person Verificationcited by 3
  3. 2024Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applicationscited by 3
  4. 2021SVEva Fair: A Framework for Evaluating Fairness in Speaker Verificationcited by 2
  5. 2021CS-Rep: Making Speaker Verification Networks Embracing Re-parameterizationcited by 2
  6. 2022LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verificationcited by 2
  7. 2021The JHU submission to VoxSRC-21: Track 3cited by 1
  8. 2021Inclusive Speaker Verification with Adaptive thresholdingcited by 1
  9. 2022Training speaker recognition systems with limited datacited by 1
  10. 2022High-resolution embedding extractor for speaker diarisationcited by 1
  11. 2021Advancing the dimensionality reduction of speaker embeddings for speaker diarisation: disentangling noise and informing speech activitycited by 0
  12. 2022Investigation of Different Calibration Methods for Deep Speaker Embedding based Verification Systemscited by 0
  13. 2023Ordered and Binary Speaker Embeddingcited by 0
  14. 2024From Modular to End-to-End Speaker Diarizationcited by 0