Short-duration Speaker Verification (SdSV) Challenge 2021: the Challenge Evaluation Plan
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Abstract (arXiv)
This document describes the Short-duration Speaker Verification (SdSV) Challenge 2021. The main goal of the challenge is to evaluate new technologies for text-dependent (TD) and text-independent (TI) speaker verification (SV) in a short duration scenario. The proposed challenge evaluates SdSV with varying degree of phonetic overlap between the enrollment and test utterances (cross-lingual). It is the first challenge with a broad focus on systematic benchmark and analysis on varying degrees of phonetic variability on short-duration speaker recognition. We expect that modern methods (deep neural networks in particular) will play a key role.
Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). First posted on arXiv 13 Dec 2019.
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Citing papers per year: 2021: 4; 2022: 2; 2023: 1; 2024: 0; 2025: 1; 2026: 1.
9 papers.
- 2022Bias in Automated Speaker Recognitioncited by 20
- 2025SVeritas: Benchmark for Robust Speaker Verification under Diverse Conditionscited by 6
- 2023Enrollment-stage Backdoor Attacks on Speaker Recognition Systems via Adversarial Ultrasoundcited by 5
- 2021SVEva Fair: A Framework for Evaluating Fairness in Speaker Verificationcited by 2
- 2021CS-Rep: Making Speaker Verification Networks Embracing Re-parameterizationcited by 2
- 2021Class Token and Knowledge Distillation for Multi-head Self-Attention Speaker Verification Systemscited by 1
- 2026POLY-SIM: Polyglot Speaker Identification with Missing Modality Grand Challenge 2026 Evaluation Plancited by 1
- 2021Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verificationcited by 0
- 2022On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verificationcited by 0
- 2026POLY-SIM: Polyglot Speaker Identification with Missing Modality Grand Challenge 2026 Evaluation Plan25 Mar 2026
- 2025SVeritas: Benchmark for Robust Speaker Verification under Diverse Conditions21 Sep 2025
- 2023Enrollment-stage Backdoor Attacks on Speaker Recognition Systems via Adversarial Ultrasound28 Jun 2023
- 2022Bias in Automated Speaker Recognition24 Jan 2022
- 2022On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification17 Jan 2022
- 2021Class Token and Knowledge Distillation for Multi-head Self-Attention Speaker Verification Systems6 Nov 2021
- 2021CS-Rep: Making Speaker Verification Networks Embracing Re-parameterization26 Oct 2021
- 2021SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification26 Jul 2021
- 2021Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verification3 Feb 2021