SASV2022 Related Publications

Below list is a collection papers that are related to the SASV 2022 Challenge. These include the papers submitted to the INTERSPEECH 2022 special session.

Pre-prints on arXiv are also welcomed.

Please send an e-mail to add your paper to this list.

Paper list

SASV 2022: The First Spoofing-Aware Speaker Verification Challenge

Jee-weon Jung^1,*, Hemlata Tak^2,*, Hye-jin Shim³, Hee-Soo Heo¹, Bong-Jin Lee¹, Soo-Whan Chung¹, Ha-Jin Yu³, Nicholas Evans², and Tomi Kinnunen⁴
¹Naver Corporation, South Korea, ²EURECOM, Sophia Antipolis, France, ³School of Computer Science, University of Seoul, South Korea, ⁴University of Eastern Finland, Finland

@inproceedings{Jung2022SASV,
    author = {Jung, Jee-weon and Tak, Hemlata and Shim, Hye-jin and Heo, Hee-Soo and Lee, Bong-Jin and Chung, Soo-Whan and Yu, Ha-Jin and Evans, Nicholas and Kinnunen, Tomi},
    title = {SASV 2022: The First Spoofing-Aware Speaker Verification Challenge},
    booktitle = {Proc. Interspeech (submitted)},
    year = {2022},
}

Baseline systems for the first spoofing-aware speaker verification challenge: score and embedding fusion

Hye-jin Shim^1,*, Hemlata Tak^2,* Xuechen Liu^3,8, Hee-Soo Heo⁴, Jee-weon Jung⁴, Joon Son Chung⁵, Soo-Whan Chung⁴, Ha-Jin Yu¹, Bong-Jin Lee⁴, Massimiliano Todisco², Héctor Delgado⁶, Kong Aik Leeg⁷, Md Sahidullah⁸, Tomi Kinnunen³, Nicholas Evans²
¹School of Computer Science, University of Seoul, South Korea, ²EURECOM, Sophia Antipolis, France, ³University of Eastern Finland, Finland, ⁴Naver Corporation, South Korea, ⁵KAIST, South Korea, ⁶Nuance Communications, Spain, ⁷A^*STAR, Singapore, ⁸Inria, France

@inproceedings{shim2022baseline,
  author={Shim, Hye-jin and Tak, Hemlata and Liu, Xuechen and Heo, Hee-Soo and Jung, Jee-weon and Chung, Joon Son and Chung, Soo-Whan and Yu, Ha-Jin and Lee, Bong-Jin and Todisco, Massimiliano and Delgado, Héctor and Lee, Kong Aik and Sahidullah, Md and Kinnunen, Tomi and Evans, Nicholas},
  title={Baseline systems for the first spoofing-aware speaker verification challenge: score and embedding fusion},
  year=2022,
  booktitle={Proc. Speaker Odyssey Workshop (submitted)},
}

A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification

You Zhang, Ge Zhu, and Zhiyao Duan
University of Rochester, USA

@article{zhang2022prob,
  author={Zhang, You and Zhu, Ge and Duan, Zhiyao},
  title={A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification},
  year={2022},
  journal={arXiv preprint arXiv:2202.05253}
}

Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification

Peng Zhang, Peng Hu, Xueliang Zhang
Elevoc Technology Co., Ltd, Shenzhen, China

@inproceedings{Zhang2022Norm,
  author={Zhang, Peng and Hu, Peng and Zhang, Xueliang},
  title={Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification},
  year=2022,
  booktitle={Proc. Interspeech (submitted)},
  }

Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation

Xuechen Liu^1,2, Md Sahidullah², Tomi Kinnunen¹
¹School of Computing, University of Eastern Finland, Joensuu, Finland ²Université de Lorraine, CNRS, Inria, LORIA, F-54000, Nancy, France

@inproceedings{liu2022spoofing,
  author={Liu, Xuechen and Sahidullah, Md and Kinnunen, Tomi},
  title={Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation},
  year=2022,
  booktitle={Proc. Speaker Odyssey (submitted)},
  }

SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System

Zhongwei Teng¹, Quchen Fu¹, Jules White¹, Maria E Powell², and, Douglas C Schmidt¹
¹Dept. of Computer Science, Vanderbilt University ²Dept. of Otolaryngology--Head and Neck Surgery, Vanderbilt University Medical Center

@article{teng2022sa,
 title={SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System},
 author={Teng, Zhongwei and Fu, Quchen and White, Jules and Powell, Maria E and Schmidt, Douglas C},
 journal={arXiv preprint arXiv:2203.06517},
 year={2022}
}

A Subnetwork Approach for Spoofing Aware Speaker Verification

Alexander Alenin, Nikita Torgashov, Anton Okhotnikov, Rostislav Makarov and Ivan Yakovlev
ID R&D Inc.

@inproceedings{Alenin2022A,
  author={Alenin, Alexander and Torgashov, Nikita and Okhotnikov, Anton and Makarov, Rostislav and Yakovlev, Ivan},
  title={A Subnetwork Approach for Spoofing Aware Speaker Verification},
  year=2022,
  booktitle={Proc. Interspeech (submitted)}
}

End-to-end framework for spoof-aware speaker verification

Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Computer Research Institute of Montreal (CRIM), Montreal (Quebec), Canada

@inproceedings{kang22sasv,
 author={Kang, Woo Hyun and Alam, Jahangir and Fathan, Abderrahim},
 title={End-to-end framework for spoof-aware speaker verification},
 year=2022,
 booktitle={Proc. Interspeech (submitted)},
}

Backend Ensemble for Speaker Verification and Spoofing Countermeasure

Li Zhang, Yue Li, Huan Zhao, Lei Xie
Audio, Speech and Language Processing Group (ASLP@NPU), School of Computer Science, Northwestern Polytechnical University (NPU), Xi'an, China

@inproceedings{li2022backend,
  author={Zhang, Li and Li, Yue and Zhao, Huan and Xie, Lei},
  title={Backend Ensemble for Speaker Verification and Spoofing Countermeasure},
  year=2022,
  booktitle={Proc. Interspeech (submitted)},
  }

The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification challenge

Xingming Wang, Xiaoyi Qin, Yikang Wang, Yunfei Xu, Ming Li
School of Computer Science, Wuhan University, Wuhan, China Data Science Research Center, Duke Kunshan University, Kunshan, China Guangdong OPPO Mobile Telecommunications Corp., Ltd., Guangzhou, China

@inproceedings{dku2022sasv,
  author={Wang, Xingming and Qin, Xiaoyi and Wang, Yikang and Xu, Yunfei and Li, Ming},
  title={The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification challenge},
  year=2022,
  booktitle={Proc. Interspeech (submitted)},
  }

HYU Submission for the SASV Challenge 2022: Reforming Speaker Embeddings with Spoofing-Aware Conditioning

Jeong-Hwan Choi, Joon-Young Yang, Ye Rin Jeoung, and Joon-Hyuk Chang
Hanyang University, South Korea

@inproceedings{hyu_sasv_2022,
title={HYU submission for the SASV challenge 2022: Reforming speaker embeddings with spoofing-aware conditioning},
author={Choi, Jeong-Hwan and Yang, Joon-Young and Jeoung, Yerin and Chang, Joon-Hyuk},
booktitle={Proc. INTERSPEECH (submitted)},
year={2022}
}

A Comparative Study of Fusion Methods for SASV Challenge 2022

Petr Grinberg, Vladislav Shikhov
Samsung R&D Institute Russia

@inproceedings{grinberg2022comparative,
  title={A Comparative Study of Fusion Methods for SASV Challenge 2022},
  author={Petr Grinberg and Vladislav Shikhov},
  year={2022},
  booktitle={Proc. Interspeech (submitted)},
}

Spoofing-Aware Speaker Verification by Multi-Level Fusion

Haibin Wu^1,2, Lingwei Meng³, Jiawen Kang³, Jinchao Li³, Xu Li³, Xixin Wu³, Hung-yi Lee¹, Helen Meng^2,3
¹Graduate Institute of Communication Engineering, National Taiwan University ² Centre for Perceptual and Interactive Intelligence, The Chinese University of Hong Kong ³ Human-Computer Communications Laboratory, The Chinese University of Hong Kong

@article{wu2022spoofing,
  author={Wu, Haibin and Meng, Lingwei and Kang, Jiawen and Li, Jinchao and Li, Xu and Wu, Xixin and Lee, Hung-yi and Meng, Helen},
  title={Spoofing-Aware Speaker Verification by Multi-Level Fusion},
  year={2022},
  journal={arXiv preprint arXiv:2203.15377}
}

The Vicomtech Spoofing-Aware Biometric System for the SASV Challenge

Juan M. Martín-Doñas, Iván G. Torre, Aitor Álvarez, Joaquin Arellano
Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Mikeletegi 57, 20009 Donostia - San Sebastián (Spain)

@article{martin2022sasv,
  author={Martín-Doñas, Juan M. and Torre, Iván G. and Álvarez, Aitor and Arellano, Joaquin},
  title={The Vicomtech Spoofing-Aware Biometric System for the SASV Challenge},
  year={2022},
  journal={arXiv preprint arXiv:2204.01399}
}