ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection

1 September 2021

Xin Wang

Xuechen Liu

Kong Aik Lee

Papers citing "ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection"

50 / 52 papers shown

Title
A Survey on Unlearnable Data Jiahao Li Yiqiang Chen Yunbing Xing Yang Gu Xiangyuan Lan AAML 58 0 0 30 Mar 2025
DIN-CTS: Low-Complexity Depthwise-Inception Neural Network with Contrastive Training Strategy for Deepfake Speech Detection L. D. Pham Dat Tran Florian Skopik Alexander Schindler Silvia Poletti Fischinger David Martin Boyer Martin Boyer 53 1 0 27 Feb 2025
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Yassine El Kheir Youness Samih Suraj Maharjan Tim Polzehl Sebastian Möller 73 1 0 05 Feb 2025
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 56 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 68 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 43 1 0 03 Sep 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 52 1 0 09 Aug 2024
Towards Attention-based Contrastive Learning for Audio Spoof Detection C. Goel Surya Koppisetti Ben Colman Ali Shahriyari Gaurav Bharaj 60 5 0 03 Jul 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
FakeSound: Deepfake General Audio Detection Zeyu Xie Baihan Li Xuenan Xu Zheng Liang Kai Yu Mengyue Wu 33 2 0 12 Jun 2024
Harder or Different? Understanding Generalization of Audio Deepfake Detection Nicolas M. Muller Nicholas W. D. Evans Hemlata Tak Philip Sperl Konstantin Böttinger 29 3 0 05 Jun 2024
Towards the Development of a Real-Time Deepfake Audio Detection System in Communication Platforms J. J. Mathew Rakin Ahsan Sae Furukawa Jagdish Gautham Krishna Kumar Huzaifa Pallan Agamjeet Singh Padda Sara Adamski Madhu Reddiboina Arjun Pankajakshan 29 2 0 18 Mar 2024
A New Approach to Voice Authenticity Nicolas M. Muller Piotr Kawa Shen Hu Matthias Neu Jennifer Williams Philip Sperl Konstantin Böttinger 39 4 0 09 Feb 2024
Securing Voice Biometrics: One-Shot Learning Approach for Audio Deepfake Detection Awais Khan K. Malik 24 5 0 05 Oct 2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection Xiaohui Zhang Jiangyan Yi J. Tao Chenglong Wang Chuyuan Zhang CLL 36 23 0 07 Aug 2023
Adaptive Fake Audio Detection with Low-Rank Model Squeezing Xiaohui Zhang Jiangyan Yi J. Tao Chenlong Wang Le Xu Ruibo Fu 36 6 0 08 Jun 2023
Spoofing Attacker Also Benefits from Self-Supervised Pretrained Model Aoi Ito Shota Horiguchi SSL 27 2 0 24 May 2023
The defender's perspective on automatic speaker verification: An overview Haibin Wu Jiawen Kang Lingwei Meng Helen Meng Hung-yi Lee AAML 24 14 0 22 May 2023
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts Chengzhe Sun Shan Jia Shuwei Hou Siwei Lyu 38 39 0 25 Apr 2023
Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts Chengzhe Sun Shan Jia Shuwei Hou Ehab AlBadawy Siwei Lyu 130 3 0 18 Feb 2023
Warning: Humans Cannot Reliably Detect Speech Deepfakes Kimberly T. Mai Sergi D. Bray Toby O. Davies Lewis D. Griffin 41 40 0 19 Jan 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
NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis Hyeong-Seok Choi Jinhyeok Yang Juheon Lee Hyeongju Kim 20 46 0 17 Nov 2022
Low Pass Filtering and Bandwidth Extension for Robust Anti-spoofing Countermeasure Against Codec Variabilities Yikang Wang Xingming Wang Hiromitsu Nishizaki Ming Li 24 6 0 12 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
Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection L. Attorresi Davide Salvi Clara Borrelli Paolo Bestagini Stefano Tubaro 18 22 0 31 Oct 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
SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga 37 14 0 12 Oct 2022
The Sound of Silence: Efficiency of First Digit Features in Synthetic Audio Detection Daniele Mari Federica Latora Simone Milani 13 11 0 06 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 40 173 0 05 Oct 2022
Fully Automated End-to-End Fake Audio Detection Chenglong Wang Jiangyan Yi J. Tao Haiyang Sun Xun Chen Zhengkun Tian Haoxin Ma Cunhang Fan Ruibo Fu 26 28 0 20 Aug 2022
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features Jun Xue Cunhang Fan Zhao Lv J. Tao Jiangyan Yi C. Zheng Zhengqi Wen Minmin Yuan S. Shao 30 31 0 02 Aug 2022
Backend Ensemble for Speaker Verification and Spoofing Countermeasure Li Zhang Yue Li Huan Zhao Qing Wang Linfu Xie AAML 20 10 0 05 Jul 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga AAML 49 23 0 27 Jun 2022
End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions Wonjune Kang M. Hasegawa-Johnson D. Roy 32 8 0 19 May 2022
Transferability of Adversarial Attacks on Synthetic Speech Detection Jiacheng Deng Shunyi Chen Li Dong Diqun Yan Rangding Wang AAML 19 0 0 16 May 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 55 25 0 26 Apr 2022
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance Lin Zhang Xin Wang Erica Cooper Nicholas W. D. Evans Junichi Yamagishi 24 56 0 11 Apr 2022
A Study of Using Cepstrogram for Countermeasure Against Replay Attacks Shih-Kuang Lee Yu Tsao Hsin-Min Wang 30 2 0 09 Apr 2022
Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck Youngsik Eom Yeonghyeon Lee Ji Sub Um Hoi-Rim Kim 35 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 41 8 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 Helen Meng 22 8 0 29 Mar 2022
Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation Xuechen Liu Md. Sahidullah Tomi Kinnunen 46 6 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
The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge Juan M. Martín-Donas Aitor Álvarez 38 98 0 03 Mar 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 34 152 0 24 Feb 2022
ADD 2022: the First Audio Deep Synthesis Detection Challenge Jiangyan Yi Ruibo Fu J. Tao Shuai Nie Haoxin Ma ... Le Xu Zhengqi Wen Haizhou Li Zheng Lian Bin Liu 14 175 0 17 Feb 2022
Partially Fake Audio Detection by Self-attention-based Fake Span Discovery Haibin Wu Heng-Cheng Kuo Naijun Zheng Kuo-Hsuan Hung Hung-yi Lee Yu Tsao Hsin-Min Wang Helen Meng 35 36 0 14 Feb 2022
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 66 103 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 153 283 0 04 Oct 2021