ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection

9 April 2019

Xin Wang

Kong Aik Lee

Papers citing "ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection"

50 / 90 papers shown

Title
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation Andrea Di Pierno Luca Guarnera D. Allegra Sebastiano Battiato 36 0 0 29 Apr 2025
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning Ju Yeon Kang J. Yoon Semin Kim Min Hyun Han Nam Soo Kim 32 0 0 22 Apr 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
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection Xiaocan Chen Qilin Yin Jiarui Liu Wei Lu Xiangyang Luo Jiantao Zhou CVBM 86 0 0 18 Dec 2024
Freeze and Learn: Continual Learning with Selective Freezing for Speech Deepfake Detection Davide Salvi Viola Negroni Luca Bondi Paolo Bestagini Stefano Tubaro 33 2 0 26 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
Two-Path GMM-ResNet and GMM-SENet for ASV Spoofing Detection Zhenchun Lei Hui Yan Changhong Liu Minglei Ma Yingen Yang 32 11 0 08 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
Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection Duc-Tuan Truong Ruijie Tao Tuan Nguyen Hieu-Thi Luong Kong Aik Lee Eng Siong Chng 72 6 0 25 Jun 2024
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice Shubham Gupta Mirco Ravanelli Pascal Germain Cem Subakan FAtt 45 3 0 14 Jun 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 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
LRPD: Large Replay Parallel Dataset Ivan Yakovlev Mikhail P. Melnikov Nikita Bukhal Rostislav Makarov Alexander Alenin Juncheng Billy Li A. Okhotnikov 31 1 0 29 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
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
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
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Hye-jin Shim Jee-weon Jung Tomi Kinnunen 21 13 0 31 May 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
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
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
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing Sivan Ding You Zhang Z. Duan 36 28 0 04 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
Time-Domain Based Embeddings for Spoofed Audio Representation Matan Karo A. Yeredor I. Lapidot 19 0 0 27 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
Detecting Synthetic Speech Manipulation in Real Audio Recordings M. Rahman M. Graciarena Diego Castán Chris Cobo-Kroenke Mitchell McLaren A. Lawson AAML 25 9 0 15 Sep 2022
ConvNeXt Based Neural Network for Audio Anti-Spoofing Qiaowei Ma J. Zhong Yitao Yang Weiheng Liu Yingbo Gao W. W. Ng AAML 44 6 0 14 Sep 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
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
A Study of Using Cepstrogram for Countermeasure Against Replay Attacks Shih-Kuang Lee Yu Tsao Hsin-Min Wang 30 2 0 09 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
Phase-Aware Spoof Speech Detection Based on Res2Net with Phase Network Juntae Kim S. Ban 27 18 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
TRILLsson: Distilled Universal Paralinguistic Speech Representations Joel Shor Subhashini Venugopalan 25 37 0 01 Mar 2022