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

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

5 October 2022

Xuechen Liu

Xin Wang

Héctor Delgado

Massimiliano Todisco

Junichi Yamagishi

Nicholas W. D. Evans

Kong Aik Lee

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

17 / 17 papers shown

Title
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning Ju Yeon Kang J. Yoon Semin Kim Min Hyun Han Nam Soo Kim 22 0 0 22 Apr 2025
Less is More for Synthetic Speech Detection in the Wild Ashi Garg Zexin Cai Henry Li Xinyuan Leibny Paola García-Perera Kevin Duh Sanjeev Khudanpur Matthew Wiesner Nicholas Andrews 65 0 0 17 Feb 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 97 0 0 26 Nov 2024
Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge Yi Zhu C. Goel Surya Koppisetti Trang Tran Ankur Kumar Gaurav Bharaj AAML 20 0 0 09 Oct 2024
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 44 3 0 23 Sep 2024
Towards Attention-based Contrastive Learning for Audio Spoof Detection C. Goel Surya Koppisetti Ben Colman Ali Shahriyari Gaurav Bharaj 45 5 0 03 Jul 2024
Generalized Fake Audio Detection via Deep Stable Learning Zhiyong Wang Ruibo Fu Zhengqi Wen Yuankun Xie Yukun Liu ... Yongwei Li Jianhua Tao Yi Lu Xin Qi Shuchen Shi 34 7 0 05 Jun 2024
Harder or Different? Understanding Generalization of Audio Deepfake Detection Nicolas M. Muller Nicholas W. D. Evans Hemlata Tak Philip Sperl Konstantin Böttinger 14 3 0 05 Jun 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 26 16 0 22 Apr 2024
a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification Hye-jin Shim Jee-weon Jung Tomi Kinnunen Nicholas W. D. Evans J. Bonastre I. Lapidot 37 14 0 03 Mar 2024
FSD: An Initial Chinese Dataset for Fake Song Detection Yuankun Xie Jingjing Zhou Xiaolin Lu Zhenghao Jiang Yuxin Yang Haonan Cheng Long Ye 11 14 0 05 Sep 2023
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing Sivan Ding You Zhang Z. Duan 16 28 0 04 Nov 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 163 372 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 49 65 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 98 180 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 94 105 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 24 30 0 22 Jan 2021