Detail publikačního výsledku

Text-dependent Speaker Verification Challenge 2024: Exploring Shared and User-defined Passphrases

ZEINALI, H.; LEE, K.; ALAM, J.; BURGET, L.

Originální název

Text-dependent Speaker Verification Challenge 2024: Exploring Shared and User-defined Passphrases

Anglický název

Text-dependent Speaker Verification Challenge 2024: Exploring Shared and User-defined Passphrases

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

In contrast to text-independent speaker verification, which has received significant attention from researchers and has many competitions dedicated to it, text-dependent speaker verification (TdSV) has been less explored recently. The TdSV Challenge 2024 was organized to analyze and explore novel methods for this type of speaker verification and aims to motivate participants to develop new approaches to TdSV, conduct comprehensive analyses, and investigate advanced techniques such as self-supervised learning. This challenge builds on the achievements of the short-duration speaker verification (SdSV) Challenges held in 2020 and 2021 and focuses specifically on TdSV in two distinct scenarios. The first scenario involves conventional TdSV, while the second focuses on speaker enrollment using user-defined passphrases. This paper provides a detailed description of both tasks, introduces the evaluation rules, and presents a comprehensive analysis of the results obtained from this challenge.

Anglický abstrakt

In contrast to text-independent speaker verification, which has received significant attention from researchers and has many competitions dedicated to it, text-dependent speaker verification (TdSV) has been less explored recently. The TdSV Challenge 2024 was organized to analyze and explore novel methods for this type of speaker verification and aims to motivate participants to develop new approaches to TdSV, conduct comprehensive analyses, and investigate advanced techniques such as self-supervised learning. This challenge builds on the achievements of the short-duration speaker verification (SdSV) Challenges held in 2020 and 2021 and focuses specifically on TdSV in two distinct scenarios. The first scenario involves conventional TdSV, while the second focuses on speaker enrollment using user-defined passphrases. This paper provides a detailed description of both tasks, introduces the evaluation rules, and presents a comprehensive analysis of the results obtained from this challenge.

Klíčová slova

DeepMine dataset | TdSV Challenge | Text-dependent Speaker Verification | User-defined passphrase

Klíčová slova v angličtině

DeepMine dataset | TdSV Challenge | Text-dependent Speaker Verification | User-defined passphrase

Autoři

ZEINALI, H.; LEE, K.; ALAM, J.; BURGET, L.

Rok RIV

2026

Vydáno

06.04.2025

Nakladatel

Institute of Electrical and Electronics Engineers Inc.

Místo

Hyderabad, Indická republika

Kniha

2025 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)

Periodikum

Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing

Stát

Spojené státy americké

Strany od

1

Strany do

5

Strany počet

5

URL

https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10888478

BibTex

@inproceedings{BUT201393,
  author="{} and  {} and  {} and Lukáš {Burget}",
  title="Text-dependent Speaker Verification Challenge 2024: Exploring Shared and User-defined Passphrases",
  booktitle="2025 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)",
  year="2025",
  journal="Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing",
  pages="5",
  publisher="Institute of Electrical and Electronics Engineers Inc.",
  address="Hyderabad, Indická republika",
  doi="10.1109/ICASSP49660.2025.10888478",
  issn="1520-6149",
  url="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10888478"
}

Dokumenty

zeinali_icassp2025_Text-dependent_Speaker_Verification_Challenge_2024_Exploring_Shared_and_User-defined_Passphrases