AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks

4 October 2021

Hye-jin Shim

Papers citing "AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks"

37 / 37 papers shown

Title
Beyond Identity: A Generalizable Approach for Deepfake Audio Detection Yasaman Ahmadiadli Xiao-Ping Zhang Naimul Khan 31 0 0 10 May 2025
Discrete Optimal Transport and Voice Conversion Anton Selitskiy Maitreya Kocharekar OT 75 0 0 07 May 2025
Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network Junyan Wu Wenbo Xu Wei Lu Xiangyang Luo Rui Yang Shize Guo 34 0 0 03 May 2025
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning Ju Yeon Kang J. Yoon Semin Kim Min Hyun Han Nam Soo Kim 27 0 0 22 Apr 2025
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Nuria Alina Chandra Ryan Murtfeldt Lin Qiu Arnab Karmakar Hannah Lee ... Sejin Paik Changyeon Lee Jongwook Choi Aerin Kim O. Etzioni 59 5 0 04 Mar 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 74 0 0 17 Feb 2025
Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge Yi Zhu C. Goel Surya Koppisetti Trang Tran Ankur Kumar Gaurav Bharaj AAML 28 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 51 3 0 23 Sep 2024
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild Jee-weon Jung Yihan Wu Xin Wang Ji-Hoon Kim Soumi Maiti ... Joon Son Chung Wangyou Zhang Seyun Um Shinnosuke Takamichi Shinji Watanabe 65 1 0 18 Sep 2024
USTC-KXDIGIT System Description for ASVspoof5 Challenge Y. Chen Haochen Wu Nan Jiang Xiang Xia Qing Gu ... Sian Fang Yan Song Wu Guo Lin Liu Minqiang Xu 36 1 0 03 Sep 2024
SONICS: Synthetic Or Not -- Identifying Counterfeit Songs Md Awsafur Rahman Zaber Ibn Abdul Hakim Najibul Haque Sarker Bishmoy Paul S. Fattah 38 7 0 26 Aug 2024
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild Jiangyan Yi Chu Yuan Zhang Jianhua Tao Chenglong Wang Xinrui Yan Yong Ren Hao Gu Junzuo Zhou 50 1 0 09 Aug 2024
GMM-ResNet2: Ensemble of Group ResNet Networks for Synthetic Speech Detection Zhenchun Lei Hui Yan Changhong Liu Yong Zhou Minglei Ma 42 2 0 02 Jul 2024
Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection Xiaopeng Wang Ruibo Fu Zhengqi Wen Zhiyong Wang Yuankun Xie ... Xuefei Liu Yongwei Li Xin Qi Yi Lu Shuchen Shi 36 4 0 05 Jun 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 37 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 27 3 0 05 Jun 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 49 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 24 14 0 05 Sep 2023
Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms Penghui Wen Kun Hu Wenxi Yue Sen Zhang Wanlei Zhou Zhiyong Wang 18 9 0 18 Aug 2023
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Hye-jin Shim Jee-weon Jung Tomi Kinnunen 19 13 0 31 May 2023
Speaker-Aware Anti-Spoofing Xuechen Liu Md. Sahidullah Kong Aik Lee Tomi Kinnunen 25 3 0 02 Mar 2023
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning John H. L. Hansen Zhenyu Wang 32 15 0 17 Nov 2022
EmoFake: An Initial Dataset for Emotion Fake Audio Detection Yan Zhao Jiangyan Yi J. Tao Chenglong Wang Xiaohui Zhang Yongfeng Dong 24 10 0 10 Nov 2022
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing Sivan Ding You Zhang Z. Duan 28 28 0 04 Nov 2022
Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion Yuxiang Zhang Jingze Lu Xingming Wang Zhuo Li Runqiu Xiao Wenchao Wang Ming Li Pengyuan Zhang 46 5 0 13 Oct 2022
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild Xuechen Liu Xin Wang Md. Sahidullah J. Patino Héctor Delgado ... Massimiliano Todisco Junichi Yamagishi Nicholas W. D. Evans A. Nautsch Kong Aik Lee 32 173 0 05 Oct 2022
Backend Ensemble for Speaker Verification and Spoofing Countermeasure Li Lyna Zhang Yue Li Huan Zhao Qing Wang Linfu Xie AAML 20 10 0 05 Jul 2022
Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck Youngsik Eom Yeonghyeon Lee Ji Sub Um Hoi-Rim Kim 27 25 0 04 Apr 2022
Adversarial Speaker Distillation for Countermeasure Model on Automatic Speaker Verification Yen-Lun Liao Xuan-Bo Chen Chung-Che Wang J. Jang AAML 33 8 0 31 Mar 2022
A Comparative Study of Fusion Methods for SASV Challenge 2022 Petr Grinberg V. Shikhov AAML 24 2 0 31 Mar 2022
Spoofing-Aware Speaker Verification by Multi-Level Fusion Haibin Wu Lingwei Meng Jiawen Kang Jinchao Li Xu Li Xixin Wu Hung-yi Lee H. Meng 22 8 0 29 Mar 2022
Phase-Aware Spoof Speech Detection Based on Res2Net with Phase Network Juntae Kim S. Ban 19 17 0 21 Mar 2022
SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System Zhongwei Teng Quchen Fu Jules White Maria E. Powell Douglas C. Schmidt 30 11 0 12 Mar 2022
Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations W. Ge Massimiliano Todisco Nicholas W. D. Evans AAML 29 8 0 28 Feb 2022
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation Hemlata Tak Massimiliano Todisco Xin Wang Jee-weon Jung Junichi Yamagishi Nicholas W. D. Evans 32 151 0 24 Feb 2022
The HCCL-DKU system for fake audio generation task of the 2022 ICASSP ADD Challenge Ziyi Chen Hua Hua Yuxiang Zhang Ming Li Pengyuan Zhang 19 0 0 29 Jan 2022
SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan Jee-weon Jung Hemlata Tak Hye-jin Shim Hee-Soo Heo Bong-Jin Lee Soo-Whan Chung Hong-Goo Kang Ha-Jin Yu Nicholas W. D. Evans Tomi Kinnunen 44 31 0 25 Jan 2022