ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild

5 October 2022

Xuechen Liu

Xin Wang

Kong Aik Lee

Papers citing "ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild"

30 / 80 papers shown

Title
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 86 57 0 22 Jan 2024
Self-Attention and Hybrid Features for Replay and Deep-Fake Audio Detection Lian Huang Chi-Man Pun 23 4 0 11 Jan 2024
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset Zhixi Cai Shreya Ghosh Aman Pankaj Adatia Munawar Hayat Abhinav Dhall Kalin Stefanov 21 27 0 26 Nov 2023
JVNV: A Corpus of Japanese Emotional Speech with Verbal Content and Nonverbal Expressions Detai Xin Junfeng Jiang Shinnosuke Takamichi Yuki Saito Akiko Aizawa Hiroshi Saruwatari 19 11 0 09 Oct 2023
Audio compression-assisted feature extraction for voice replay attack detection Xiangyu Shi Yuhao Luo Li Wang Haorui He Hao Li Lei Wang Zhizheng Wu 20 0 0 09 Oct 2023
Collaborative Watermarking for Adversarial Speech Synthesis Lauri Juvela Xin Wang 34 13 0 26 Sep 2023
t-EER: Parameter-Free Tandem Evaluation of Countermeasures and Biometric Comparators Tomi Kinnunen K. Lee Hemlata Tak Nicholas W. D. Evans A. Nautsch 24 12 0 21 Sep 2023
The Impact of Silence on Speech Anti-Spoofing Yuxiang Zhang Zhuo Li Jingze Lu Hua Hua Wenchao Wang Pengyuan Zhang 37 19 0 21 Sep 2023
Spoofing attack augmentation: can differently-trained attack models improve generalisation? W. Ge Xin Wang Junichi Yamagishi Massimiliano Todisco Nicholas W. D. Evans AAML 30 8 0 18 Sep 2023
One-Class Knowledge Distillation for Spoofing Speech Detection Jingze Lu Yuxiang Zhang Wenchao Wang Zengqiang Shang Pengyuan Zhang 27 19 0 15 Sep 2023
Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection Yilun Zhu S. Powar Tiago H. Falk 30 2 0 15 Sep 2023
SingFake: Singing Voice Deepfake Detection Yongyi Zang You Zhang Mojtaba Heydari Zhiyao Duan 30 29 0 14 Sep 2023
Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end? Xin Wang Junichi Yamagishi SyDa 58 23 0 12 Sep 2023
FSD: An Initial Chinese Dataset for Fake Song Detection Yuankun Xie Jingjing Zhou Xiaolin Lu Zhenghao Jiang Yuxin Yang Haonan Cheng Long Ye 24 14 0 05 Sep 2023
Audio Deepfake Detection: A Survey Jiangyan Yi Chenglong Wang J. Tao Xiaohui Zhang Chu Yuan Zhang Yan Zhao 38 43 0 29 Aug 2023
Multi-perspective Information Fusion Res2Net with RandomSpecmix for Fake Speech Detection Shunbo Dong Jun Xue Cunhang Fan Kang Zhu Yujie Chen Zhao Lv 23 4 0 27 Jun 2023
Phase perturbation improves channel robustness for speech spoofing countermeasures Yongyi Zang You Zhang Z. Duan 19 2 0 06 Jun 2023
Improved DeepFake Detection Using Whisper Features Piotr Kawa Marcin Plata Michał Czuba Piotr Szymañski P. Syga 18 36 0 02 Jun 2023
Range-Based Equal Error Rate for Spoof Localization Lin Zhang Xin Wang Erica Cooper Nicholas W. D. Evans Junichi Yamagishi 37 9 0 28 May 2023
QFA2SR: Query-Free Adversarial Transfer Attacks to Speaker Recognition Systems Guangke Chen Yedi Zhang Zhe Zhao Fu Song AAML 41 11 0 23 May 2023
DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection Amit Kumar Singh Yadav Kratika Bhagtani Ziyue Xiang Paolo Bestagini Stefano Tubaro Edward J. Delp DRL 34 6 0 06 Apr 2023
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing Sivan Ding You Zhang Z. Duan 36 28 0 04 Nov 2022
Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders Xin Wang Junichi Yamagishi 23 36 0 19 Oct 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 28 11 0 21 Aug 2022
CFAD: A Chinese Dataset for Fake Audio Detection Haoxin Ma Jiangyan Yi Chenglong Wang Xin Yan J. Tao Tao Wang Shiming Wang Ruibo Fu 18 26 0 12 Jul 2022
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone Edresson Casanova Julian Weber C. Shulby Arnaldo Cândido Júnior Eren Golge M. Ponti 185 378 0 04 Dec 2021
RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing Hemlata Tak Madhu R. Kamble J. Patino Massimiliano Todisco Nicholas W. D. Evans 66 102 0 08 Nov 2021
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks Jee-weon Jung Hee-Soo Heo Hemlata Tak Hye-jin Shim Joon Son Chung Bong-Jin Lee Ha-Jin Yu Nicholas W. D. Evans 153 281 0 04 Oct 2021
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech A. Nautsch Xin Wang Nicholas W. D. Evans Tomi Kinnunen Ville Vestman Massimiliano Todisco Héctor Delgado Md. Sahidullah Junichi Yamagishi Kong Aik Lee 119 144 0 11 Feb 2021
Study of Pre-processing Defenses against Adversarial Attacks on State-of-the-art Speaker Recognition Systems Sonal Joshi Jesús Villalba Piotr Żelasko Laureano Moro Velázquez Najim Dehak AAML 37 31 0 22 Jan 2021