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"

50 / 79 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
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
Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception Yuankun Xie Ruibo Fu Z. Wang Xiaopeng Wang Songjun Cao Long Ma Haonan Cheng Long Ye 23 0 0 09 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
Audio-FLAN: A Preliminary Release Liumeng Xue Ziya Zhou J. Pan Z. Li Shuai Fan ... Haohe Liu Emmanouil Benetos Ge Zhang Yike Guo Wei Xue MLLM AuLLM CLIP VLM 57 1 0 23 Feb 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
XAttnMark: Learning Robust Audio Watermarking with Cross-Attention Y. Liu Lie Lu Jihui Jin Lichao Sun Andrea Fanelli 96 1 0 06 Feb 2025
From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview Yupei Li M. Milling Lucia Specia Björn Schuller 89 6 0 30 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 110 1 0 26 Nov 2024
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation Kuiyuan Zhang Zhongyun Hua Yushu Zhang Yifang Guo Tao Xiang 29 0 0 14 Nov 2024
I Can Hear You: Selective Robust Training for Deepfake Audio Detection Zirui Zhang Wei Hao Aroon Sankoh William Lin Emanuel Mendiola-Ortiz Junfeng Yang Chengzhi Mao AAML 28 3 0 31 Oct 2024
Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Hideyuki Oiso Yuto Matsunaga Kazuya Kakizaki Taiki Miyagawa 28 2 0 13 Oct 2024
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
Augmentation through Laundering Attacks for Audio Spoof Detection Hashim Ali Surya Subramani Hafiz Malik 26 0 0 01 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
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis Lauri Juvela Xin Eric Wang 28 2 0 20 Sep 2024
DiffSSD: A Diffusion-Based Dataset For Speech Forensics Kratika Bhagtani Amit Kumar Singh Yadav Paolo Bestagini Edward J. Delp DiffM 18 1 0 19 Sep 2024
Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0 Zhiyong Wang Ruibo Fu Zhengqi Wen Jianhua Tao Xiaopeng Wang ... Yi Lu Yukun Liu Chenxing Li Xuefei Liu Guanjun Li 27 6 0 18 Sep 2024
DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset Jiawei Du I-Ming Lin I-Hsiang Chiu Xuanjun Chen Haibin Wu Wenze Ren Yu Tsao Hung-yi Lee Jyh-Shing Roger Jang DiffM 37 2 0 13 Sep 2024
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge Kirill Borodin Vasiliy Kudryavtsev Dmitrii Korzh Alexey Efimenko Grach Mkrtchian Mikhail Gorodnichev Oleg Y. Rogov 41 1 0 30 Aug 2024
Easy, Interpretable, Effective: openSMILE for voice deepfake detection Octavian Pascu Dan Oneaţă H. Cucu Nicolas M. Muller 40 1 0 28 Aug 2024
A Preliminary Case Study on Long-Form In-the-Wild Audio Spoofing Detection Xuechen Liu Xin Wang Junichi Yamagishi 33 0 0 26 Aug 2024
BUT Systems and Analyses for the ASVspoof 5 Challenge Johan Rohdin Lin Zhang Oldřich Plchot Vojtěch Staněk David Mihola ... Themos Stafylakis Dmitriy Beveraki Anna Silnova Jan Brukner Lukáš Burget 36 1 0 20 Aug 2024
Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio? Yuankun Xie Chenxu Xiong Xiaopeng Wang Zhiyong Wang Yi Lu ... Yukun Liu Zhengqi Wen Jianhua Tao Guanjun Li Long Ye AuLLM 26 1 0 20 Aug 2024
Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model Massimiliano Todisco Michele Panariello Xin Wang Héctor Delgado K. Lee Nicholas W. D. Evans AAML 23 8 0 17 Aug 2024
ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale Xin Wang Héctor Delgado Hemlata Tak Jee-weon Jung Hye-jin Shim ... Md. Sahidullah Tomi Kinnunen Nicholas W. D. Evans K. Lee Junichi Yamagishi AAML 45 38 0 16 Aug 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection Yi Zhu Surya Koppisetti Trang Tran Gaurav Bharaj 49 9 0 26 Jul 2024
Towards Attention-based Contrastive Learning for Audio Spoof Detection C. Goel Surya Koppisetti Ben Colman Ali Shahriyari Gaurav Bharaj 54 5 0 03 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 62 5 0 25 Jun 2024
Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing Hye-jin Shim Md. Sahidullah Jee-weon Jung Shinji Watanabe Tomi Kinnunen 37 2 0 25 Jun 2024
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection Hyun Myung Kim Kangwook Jang Hoirin Kim 29 5 0 24 Jun 2024
Frequency-mix Knowledge Distillation for Fake Speech Detection Cunhang Fan Shunbo Dong Jun Xue Yujie Chen Jiangyan Yi Zhao Lv 29 0 0 14 Jun 2024
Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy Yuankun Xie Ruibo Fu Zhengqi Wen Zhiyong Wang Xiaopeng Wang Haonnan Cheng Long Ye Jianhua Tao 34 2 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
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Tianchi Liu Lin Zhang Rohan Kumar Das Yi Ma Ruijie Tao Haizhou Li 36 7 0 04 Jun 2024
SVDD Challenge 2024: A Singing Voice Deepfake Detection Challenge Evaluation Plan You Zhang Yongyi Zang Jiatong Shi Ryuichi Yamamoto Jionghao Han Yuxun Tang T. Toda Zhiyao Duan 34 5 0 08 May 2024
The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio Yuankun Xie Yi Lu Ruibo Fu Zhengqi Wen Zhiyong Wang ... Xiaopeng Wang Yukun Liu Haonan Cheng Long Ye Yi Sun 47 15 0 08 May 2024
Device Feature based on Graph Fourier Transformation with Logarithmic Processing For Detection of Replay Speech Attacks Mingrui He Longting Xu Han Wang Mingjun Zhang R. Das 24 0 0 26 Apr 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 46 17 0 22 Apr 2024
FairSSD: Understanding Bias in Synthetic Speech Detectors Amit Kumar Singh Yadav Kratika Bhagtani Davide Salvi Paolo Bestagini Edward J.Delp 31 5 0 17 Apr 2024
Exploring Green AI for Audio Deepfake Detection Subhajit Saha Md Sahidullah Swagatam Das 32 6 0 21 Mar 2024
Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection Zhixin Lai Xuesheng Zhang Suiyao Chen DeLMO 33 30 0 20 Mar 2024
Spectrogram-Based Detection of Auto-Tuned Vocals in Music Recordings Mahyar Gohari Paolo Bestagini Sergio Benini Nicola Adami 24 0 0 08 Mar 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 47 14 0 03 Mar 2024
Adversarial Perturbations of Physical Signals Robert L. Bassett Austin Van Dellen Anthony P. Austin AAML 24 0 0 27 Feb 2024
Compression Robust Synthetic Speech Detection Using Patched Spectrogram Transformer Amit Kumar Singh Yadav Ziyue Xiang Kratika Bhagtani Paolo Bestagini Stefano Tubaro Edward J. Delp ViT 46 2 0 22 Feb 2024
Proactive Detection of Voice Cloning with Localized Watermarking Robin San Roman Pierre Fernandez Alexandre Défossez Teddy Furon Tuan Tran Hady ElSahar 49 40 0 30 Jan 2024
Adversarial speech for voice privacy protection from Personalized Speech generation Shihao Chen Liping Chen Jie Zhang KongAik Lee Zhenhua Ling Lirong Dai AAML 13 1 0 22 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 86 56 0 22 Jan 2024